From 508d11615a62424bbf13ba13f87496b11a8bdefa Mon Sep 17 00:00:00 2001 From: kim Date: Sun, 7 Jun 2026 23:13:03 +0900 Subject: [PATCH] Add user workspaces, dental DB scripts, server memory + code editor improvements MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - cherry: orofacial/TMD PPTX presentations + 음악가 구강건강 가이드 - papa: sinus/infraoccluded PPTX, garden-monitor Arduino, MIDI files - databases: PCSP scraper, translation scripts, vision benchmark, batch JSONs - web-ui: code.js/companion.py/styles.css major updates, autostart installer - src: ollama-client, session, LLMProvider, ollama-adapter patches - .gitignore: add claude-key, SQLite WAL/SHM, __pycache__, nohup.out Co-Authored-By: Claude Sonnet 4.6 --- .gitignore | 14 + .../workspace/pubmed/PMC10753870.txt | 67 + .../workspace/pubmed/PMC11230615.txt | 113 ++ .../workspace/pubmed/PMC11904224.txt | 120 ++ .smallclaw/databases/all_titles.json | 1762 +++++++++++++++++ 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+scripts/__pycache__/ +**/__pycache__/ + +# --- MISC ARTIFACTS --- +eng.traineddata # --- DENTAL DICT PROJECT (.smallclaw/databases/) --- .smallclaw/databases/dental_images/ diff --git a/.smallclaw/agents/pubmed_researcher/workspace/pubmed/PMC10753870.txt b/.smallclaw/agents/pubmed_researcher/workspace/pubmed/PMC10753870.txt new file mode 100644 index 0000000..e8d3527 --- /dev/null +++ b/.smallclaw/agents/pubmed_researcher/workspace/pubmed/PMC10753870.txt @@ -0,0 +1,67 @@ +# Maxillary Sinus Lift Procedures: An Overview of Current Techniques, Presurgical Evaluation, and Complications +Muacevic Alexander, Adler John R +Cureus (2023) +PMC ID: PMC10753870 + +## Abstract +A maxillary sinus lift procedure is indicated if a dental implant needs to be placed in the posterior maxilla with limited bone available to accommodate a dental implant. Both open and closed sinus lifting procedures are reliable approaches for increasing the bone volume needed to support proper implant positioning. However, these methods can lead to several complications. In addition to the general complications commonly linked to oral surgery, such as swelling or hematoma, the primary complication in open sinus lifting is typically the perforation of the Schneiderian membrane during osteotomy. Detailed and extensive presurgical evaluation is crucial to minimize such complications. The objective of this study was to delineate contemporary trends in sinus lift surgery, with a specific emphasis on different techniques of sinus lift procedure, anatomical and surgical factors, presurgical evaluation, bone grafting, and the practical implications of these factors in implant dentistry cases involving a deficient posterior maxilla. In conclusion, while both osteotome and lateral window techniques can assist clinicians in addressing the complexities of implant placement in a deficient posterior maxilla, bone height before implantation remains a critical factor in determining the success and longevity of implants. + +## Full Text +## Introduction and background +The maxillary sinus is the largest among all the paranasal sinuses [1]. Two types of bone resorption occur when patients lose their maxillary posterior teeth. The first type is centripetal resorption, which is a natural result of the bone remodeling process following tooth loss. The second type is resorption, caused by the pneumatization of the sinus cavity towards the alveolar crest [2]. Both types of resorption often lead to a reduced amount of bone available for placement of dental implants, necessitating a regenerative procedure known as a maxillary sinus lifting procedure. Sinus lifts are regarded as a safe treatment option with a lower risk of complications [3,4]. The primary goal of this intervention is to create enough bone height and width to facilitate the proper placement of dental implants. This goal can be achieved using either a one-stage or two-stage technique. The one-stage technique inserts dental implants simultaneously with the sinus augmentation procedure. With the two-stage technique, bone augmentation is performed during the initial surgical procedure, and the dental implants are placed later once the necessary bone volume has been established [5]. +The traditional sinus lift procedure, initially explained by Tatum H [3,6] in the 1970s, involved a combination of incisions. This combination included a crystal incision along with mesial and distal vertical incisions, allowing for the elevation of a buccal flap to expose the outer bone wall of the sinus. Subsequently, a trapdoor osteotomy (window) was made in the lateral bone wall, providing access to the Schneiderian membrane and the sinus cavity. Schneiderian membrane is a membrane that forms the lining of the inner aspect of the maxillary sinus. The membrane was then meticulously dissected and lifted in an apical direction, with particular care taken to preserve its integrity. This displacement of the membrane created space for the graft material. Bone replacement grafts in maxillary sinus lift procedures encompass a variety of materials. These include autologous bone, which can be sourced from the mandibular ramus, chin, iliac crest, or other intraoral locations, as well as bone substitutes, synthetic biomaterials, or combinations of these substances [7,8]. +In cases where patients have sufficient remaining bone height, it is possible to augment the sinus floor using a less-invasive method known as the trans-alveolar approach, which involves the use of the osteotome technique. This technique, first employed by Summers RB [7] in 1994, allows sinus floor augmentation without the need for extensive surgery. However, complications are possible during maxillary sinus lift surgery. The most frequently encountered intraoperative complication in maxillary sinus lift procedures is the perforation of the sinus membrane. Other potential complications include postoperative infection, sinusitis, graft exposure, graft loss, edema (swelling), seroma formation (accumulation of fluid), bleeding, and membrane exposure [9-12]. The objective of this study is to review the maxillary sinus lift procedure, encompassing preoperative assessment, surgical techniques, bone grafting materials, and possible complications. +## Review +Anatomy +The maxillary sinus holds approximately 12-15 mL of air in adults [13]. It has a pyramidal shape, with its base near the nasal cavity, the upper part serving as the orbital floor, and the tip toward the zygomatic bone [14]. An oval or slit-shaped drainage opening, known as the ostium, functions as an overflow opening and is positioned in the upper part of the inner wall [14,15]. The space between the semilunar hiatus and the nasal floor can range from 18 to 35 mm, with an average of 25.6 mm [16]. The position of the ostium minimizes the chances that it will be blocked during augmentation procedures [17]. The base of the maxillary sinus extends from the premolar or canine region anteriorly and to the maxillary tuberosity posteriorly, often reaching its lowest point near the first molar area [18]. In dentate adults, the maxillary sinus floor is the thickest of its walls and lies approximately at the same level as the nasal floor. However, in patients who have lost their teeth (edentulous), it is typically situated about 1 cm below the nasal floor. Septa within the sinus is composed of cortical bone and can be found both horizontally and vertically within the sinus floor [19,20]. Some studies have observed septa in approximately 25%-31.7% of maxillary sinuses [21,22], and these septa can range from 2.5 to 12.7 mm in length and be in various locations within the maxillary sinus [11]. Notably, there tend to be more septa in edentulous or atrophic (reduced in size) ridges than in partially edentulous or nonatrophic arches [19,21]. +Blood supply and innervation +The primary branches of the maxillary artery, which supply blood to the bony walls and membrane of the sinus, include the posterior superior alveolar artery, inferior orbital artery, greater palatine artery, and sphenopalatine artery. It is essential to note that the locations of the inferior orbital artery and the posterior superior alveolar artery are crucial considerations in surgical planning, as any damage to these arteries can result in bleeding complications [23,24]. +These two arteries eventually join together, forming a dual arterial arcade that encircles the maxillary sinus [25]. This connection can occur in either an extraosseous manner, typically located about 23-26 mm away from the alveolar ridge, or an endosseous fashion, positioned approximately 16.4-19.6 mm from the alveolar margin [24]. It is noteworthy that the dental branch of the posterior superior alveolar artery consistently exhibits an endosseous connection with the inferior orbital artery in all dissected anatomical cases; however, this connection is visible on radiographs in only 50% of cases [25-27]. +The innervation of the maxillary sinus is outlined in Table 1. It represents a distinct connection between the venous system of the maxillary sinus and the cavernous sinus, which is significant because it can potentially serve as a pathway for infections spreading from the sinus to the brain [28-30]. Table 1 +## The nerve supply to the maxillary sinus. +PSA: Posterior superior alveolar; MSA: Middle superior alveolar; ASA: Anterior superior alveolar; IO: Infra orbital; GP: Greater palatine. +Adapted from [28-30]NerveArea of supplyPSA + MSA nervesPosterior sinus wallASA nerveAnterior sinus wallIO nerveThe superior wall of the sinus and part of the medial wallGP nerveInferior wall of the sinus and ostium +Presurgical evaluation +The presurgical evaluation is preliminarily done through CT or cone-beam computed tomography (CBCT) scans. This evaluation determines essential parameters such as membrane thickness, presence of sinus septa, residual bone height, and presence of teeth. The elevation of the maxillary sinus floor carries a risk of jeopardizing the sinus physiology, and a careful and thorough CBCT evaluation before the procedure can reduce the chances of intra-operative and post-operative complications [31,32]. The maxillary sinus is considered healthy when the mucous composition is normal, mucociliary clearance is efficient, and the sinus ostium is patent. These criteria are significant because a healthy maxillary sinus is less likely to develop postsurgical complications, even in the event of a small procedural error, such as a minimal perforation [33]. +Risk of perforation +The risk of perforation can be associated with irregularity in the membrane thickness, sinus septa, the angle between the buccal and palatal wall, and existing tooth implants or tooth roots adjacent to the sinus [34]. +The Schneiderian membrane +The Schneiderian membrane is an important parameter during the presurgical analysis [35,36]. Membrane thickness of up to 2 mm is considered physiological and favorable; however, thickness exceeding 5 mm is associated with sinus ostium obstruction. Recent CBCT studies indicate that 1 mm is a physiological value and 4 mm is pathological [37-40]. +Sinus septa +In approximately 38% of all cases, sinus septa (or Underwood's septa) are found inside the maxillary sinus. Depending on their shape, position, and development, they may threaten membrane integrity during sinus floor elevation, and the presence of these anatomical variations can enhance the risk of perforation [17,38,41]. The development of Underwood's septa should be considered in judging the complexity of sinus floor elevation during surgery. If the sinus septum runs transversely, surgery is straightforward, but if it is longitudinal or incomplete, the procedure may become more difficult during membrane elevation [42]. +Alveolar-antral artery +An intraosseous anastomosis, the alveolar-antral artery, is always present between the posterior superior alveolar artery and the infraorbital artery. However, an extraosseous anastomosis exists in only 44% of cases. Hemorrhage of the alveolar-antral artery is a common complication in sinus lifting procedures. To avoid this, a posterior approach to the bone antrostomy has been suggested. Planning should include a careful evaluation of CBCT to ascertain the course of the artery. Another important consideration is the artery's diameter. If the diameter is less than 1 mm, or if the artery cannot be detected radiographically, the likelihood of severe complications during surgery is minimal. Conversely, if the diameter is 2-3 mm or greater, the risks of hemorrhage and the need to ligate the artery increase [34]. Both the diameter and course of the artery are evaluated through CBCT, as shown in Figure 1 [43].Figure 1 +## CBCT showing both the diameter and course of the alveolar-antral artery. +CBCT: Cone-beam computed tomography. +Source: [43] +Presence of teeth +The resorption of the alveolar ridge and the maxillary sinus pneumatization are both profoundly influenced by the loss of posterior teeth [44]. When a close relation between the sinus membrane and tooth roots has been detected, especially in the case of a single posterior missing tooth, the perforation risk increases [45]. However, the probability of perforation decreases when two adjacent teeth are missing. This decreased probability could be due to the presence of sinus pneumatization in a small area with an irregular sinus floor shape. Figure 2 shows the relationship between the extraction of teeth and pneumatization of the maxillary sinus [46].Figure 2 +## A panoramic image showing reference lines drawn and perpendicular distances measured from the crest of the bone to the maxillary sinus floor. +Source: [46]. +Residual alveolar ridge height +Residual alveolar ridge height has been suggested to significantly influence membrane thickness [47] and the success of implant therapy over time [9]. Alveolar ridge height also plays a major role in implant survival rates [48]. According to some studies [49,50], a pre-implant bone height of less than 5 mm is associated with a decreased survival rate. These findings indicate that a higher success rate could be achieved with greater alveolar bone height. +General considerations +Generally, sinus lifting is indicated with a residual bone height of 10 mm or less (including leaving a space of 1 to 2 mm of bone between the implant apex and the sinus floor level) [48]. The two basic methods for the sinus lifting procedure are the trans-alveolar (crestal osteotome) and the lateral window [51]. If more than 5 mm of bone height is present, the crestal osteotome is the treatment of choice [52]. However, if the ridge height is severely reduced, the use of a lateral window is indicated. This technique can aid in achieving a height of up to 9 mm, which is enough to compensate for the bone shortage [48]. Factors affecting the prognosis of the maxillary sinus lifting procedure are demonstrated in Table 2.Table 2 +## A summary of factors affecting the prognosis of maxillary sinus lifting procedures. +Source: [34]PrognosisThe Schneiderian membraneSinus septaAlveolar-antral arteryPresence of teeth (from second premolar to second molar)Residual alveolar ridge height  Most favorable1-2 mmAbsence of septaDiameter less than 1 mm or not detectable radiographicallyTotally missing teethHigher than 4 mmNormal0.8-1.49 mm, 2.01-2.99 mm.Presence of one complete and transverse sinus septum1-2 mmTwo adjacent missing teeth2-4 mmLeast favorableLess than 0.80 or more than 3 mmPresence of one or more incomplete or longitudinal sinus septaMore than 2 mmSingle missing toothLess than 2 mm +Surgical techniques +The maxillary sinus lift procedure has gained widespread acceptance to reduce postoperative complications in cases of limited bone height in the posterior maxillary alveolar ridge [48]. This procedure is typically advised in cases with bone height in the posterior maxilla of 10 mm or less [53]. +Tatum H [54] introduced the initial lateral window procedure in 1975. This technique involves surgically creating an opening in the lateral wall of the sinus and then gently lifting the Schneiderian membrane to facilitate placing the implant(s) of suitable length. The use of the lateral approach is particularly valuable in cases of substantial bone deficits because it allows an increase in vertical bone height by more than 9 mm [48]. The osteotomy can be executed by utilizing either a high-speed handpiece or precise piezoelectric instruments. Using a piezoelectric tip to prepare the window greatly reduces the likelihood of membrane perforation and results in an overall safer procedure [54-56]. +In 1994, Summers RB [7] was the first to employ the osteotome approach. This technique involves a transalveolar elevation of the maxillary sinus floor. This approach offers several advantages, including efficient surgical procedures, reduced surgical duration, fewer complications, lower postoperative discomfort, and increased patient satisfaction. Furthermore, the osteotome approach typically increases vertical bone height from 3 to 9 mm [52,57,58]. +To optimize the results of lifting the maxillary sinus, various minimally invasive strategies have been developed to provide an increased level of patient satisfaction [48]. The antral membrane balloon elevation is a minimally invasive approach designed to gradually lift the Schneiderian membrane while ensuring its preservation. The membrane is carefully separated by applying gentle and sustained pressure while inflating a latex balloon. This method is considered relatively safer, with minimal postoperative bleeding, pain, or discomfort [59,60]. Large-scale longitudinal studies are required to establish the procedure's clinical effectiveness and long-term outcomes [61]. +Recently, a new bioactive kinetic screw bone implant model efficiently accomplishes both autogenous grafting and sinus augmentation while also securing the implant in a single procedure. When the vertical bone height in the planned implant site is less than 4 mm, an additional surgical step is undertaken to harvest bone and enhance its availability [62-66]. Experimental studies conducted on synthetic maxillary bone and sinus have successfully demonstrated the feasibility and simplicity of this innovative technique. However, more studies are needed to further evaluate this technique [67]. +The selection of the appropriate surgical technique for sinus lift procedures primarily depends on the height of the existing pre-implant bone. The transcrestal approach tends to be preferred when the residual bone height is greater than 5 mm. In cases where the residual bone height is 5 mm or less, the lateral window approach is considered more suitable [7,58,68-70]. +Bone grafting materials +Bone grafts can be used to promote bone formation and maxillary sinus augmentation can be accomplished through the use of autografts, allografts, xenografts, alloplastic material, and growth factors [71]. Autogenous grafts obtained from the same individual are considered the gold standard because of their osteogenic capacity and osteoconductive and osteoinductive properties. Autogenous grafts also heal quickly and have strong resistance to infections. However, the increased morbidity and unpredictable reabsorption associated with autografts have led to the development and use of synthetic substitutes. Allogenic grafts, obtained from another individual in the same species, have only osteoconductive and osteoinductive capabilities. Xenografts, obtained from different species, possess only osteoconductive capability. Alloplastic grafts, whether natural or synthetic, are solely osteoconductive biomaterials [51,72]. Adding xenografts to autogenous grafts improves volumetric stability in the sinus augmentation procedure [73]. All graft types can be prepared in different forms, such as large blocks or streaky gels. Some authors have suggested performing sinus lift procedures without grafting materials by utilizing coagulated blood as a scaffold to form new bone. However, this technique was not evaluated alongside appropriate control procedures, and the results were not reproducible [4]. A different approach was introduced in managing cases using platelet-rich plasma or plasma rich in growth factors, with or without grafting biomaterials. The preparation of platelet-rich plasma involves the use of citrate in blood samples to prevent coagulation and maintain a liquid form. To prepare the gel form, thrombin and/or calcium chloride are added to induce fibrin polymerization [74]. Platelet-rich fibrin is considered a second-generation platelet concentrate, offering additional advantages such as enhanced healing capabilities, low cost, and ease of handling. Platelet-rich fibrin can improve new bone formation, and significant results can be obtained after a sinus lift procedure [75]. The use of platelet-rich fibrin can also improve implant stability and the osseointegration process [76]. Platelet-rich fibrin is currently a trend in the management of sinus lift procedures and is considered superior to first-generation concentrates [77]. +Complications of maxillary sinus lift procedure +Just as with any other surgical procedure, a sinus lift is associated with various complications, including intraoperative complications, acute postoperative complications, and chronic postoperative complications [78]. +Intraoperative Complications +Common complications that can occur during maxillary sinus graft surgery are the perforation of the Schneiderian membrane, penetration into the sinus or nasal cavity, bleeding, damage to the adjacent teeth, bone fracture, perforation of the alveolar bone, inadequate initial implant stability, incorrect placement or alignment of the implant, blockage of the opening to the maxillary sinus, and accidental swallowing of surgical instruments [78]. +Tearing of the Schneiderian membrane: Tearing of the Schneiderian membrane is the most frequently encountered complication during maxillary sinus graft procedures. The incidence of this complication falls within the range of 20%-44% when the lateral window approach is used [51]. Ardekian L et al. [79] reported that perforation of the sinus membrane happened in 85% of cases with a residual ridge measuring 3 mm, whereas in cases with a 6-mm residual ridge, membrane perforation only occurred in 25% of cases. Minor perforations may not necessitate treatment, but in the event of a significant perforation, the procedure should either be halted, or a collagen membrane should be applied to repair the perforation. If the procedure is stopped, a subsequent attempt should not be made for another 4-6 months [10]. +Bleeding: The maxillary sinus region contains a network of blood vessels, with the primary vessel being the maxillary artery. This artery gives rise to multiple branches, including the intraorbital artery, the anterior superior palatine artery, and the posterior superior alveolar artery, that supply blood to the sinus cavity and the adjacent tissues and structures. Numerous connections (anastomoses) are typically observed between the posterior superior alveolar artery and the infraorbital artery within the lateral bony wall of the sinus. These connections play a crucial role in ensuring adequate blood circulation in this region [80]. Bleeding can occur if arteries are damaged during the preparation of the lateral window. To mitigate this risk, it is advisable to identify the location of the artery prior to surgery using CBCT [2]. To address a severed vessel, various methods have been suggested, including applying strong pressure, directly tying off the vessel, introducing particulate bone graft into the arterial canal, using bone wax, smoothing the area with burs, and employing electrocautery. Additionally, having the patient sit upright can help reduce blood flow by 38%, aiding in the control of bleeding [28]. +Acute Postoperative Complications +Immediate postoperative complications include discomfort, inflammation, swelling, infection affecting both the surgical area and the sinus, sinusitis, bone loss, bleeding, bruising around the mouth and nose, and hematoma (particularly hemosinus). Other potential issues include the presence of emphysema, wound opening, graft loss, fixture displacement or loss, the formation of an oroantral fistula, benign paroxysmal positional vertigo, and transient or permanent numbness in the palate [78]. +Chronic Postoperative Complications +While implant periapical lesions are infrequent in the maxilla, they can arise in clinical situations in which excessive heat is generated during the drilling process. When the bone is assessed as hard, a longer time gap (at least one minute) between drilling stages is advised. Additionally, utilizing chilled saline instead of the standard room-temperature saline solution can be beneficial [78]. +## Conclusions +In conclusion, maxillary sinus augmentation is an effective preprosthetic method for enhancing the edentulous posterior maxilla. A thorough presurgical evaluation of sinus anatomy significantly lowers the likelihood of complications. Using growth factors and stem cells is a promising technique to improve graft maturation time, although additional clinical research is required to fully assess their advantages. \ No newline at end of file diff --git a/.smallclaw/agents/pubmed_researcher/workspace/pubmed/PMC11230615.txt b/.smallclaw/agents/pubmed_researcher/workspace/pubmed/PMC11230615.txt new file mode 100644 index 0000000..bd8f81a --- /dev/null +++ b/.smallclaw/agents/pubmed_researcher/workspace/pubmed/PMC11230615.txt @@ -0,0 +1,113 @@ +# Sinus Savvy: Exploring the Current Techniques of Maxillary Sinus Augmentation +Muacevic Alexander, Adler John R +Cureus (2024) +PMC ID: PMC11230615 + +## Abstract +Sinus ridge augmentation is a surgical procedure aimed at increasing the volume of bone in the posterior maxilla to permit successful dental implant placement. The current review article presents an overview of various techniques used for sinus ridge augmentation, including the lateral window technique, crestal approach, transalveolar technique, and piezoelectric osteotomy. The article examines the advantages and limitations of each technique, such as invasiveness, surgical difficulty, and the requirement for additional procedures. Additionally, the article discusses the factors that influence the success of the procedure, including patient age, residual bone height, and the kind of bone graft substance used. The review also emphasizes the importance of proper case selection, surgical planning, and postoperative care to ensure optimal outcomes. Overall, the article provides valuable insights into the current techniques used for sinus ridge augmentation, highlighting the need for further research to improve patient outcomes and the success of placing dental implants over the long run. + +## Full Text +## Introduction and background +The maxillary sinuses are air-filled cavities located behind the cheeks and above the upper teeth. When teeth are lost, especially in the posterior maxilla, the bone that once supported them tends to shrink over time, leaving inadequate bone for stable implant anchorage. This limitation can compromise the success of dental implant treatment in these areas. Maxillary sinus augmentation addresses this issue by effectively increasing the bone volume and density in the posterior maxilla, creating a more favorable environment for the placement of dental implants. By elevating the sinus membrane and adding bone graft material beneath it, this procedure augments the bone height and width in the area, providing a stable foundation for dental implant placement. +The augmentation graft of the maxillary sinus was a crucial component of implant-directed maxillary reconstruction for over three decades [1]. Maxillary sinus augmentation, also known as sinus lift surgery, has evolved significantly over the years, from its early inception as a bone augmentation procedure pioneered by Tatum in the 1970s to the refined and sophisticated techniques utilized today. This procedure plays a pivotal role in creating a stable foundation for dental implants in the posterior maxilla, where bone quality and quantity are often compromised. +This article serves as a comprehensive exploration of the various maxillary sinus augmentation techniques currently employed in clinical practice. By delving into the intricacies of these techniques, we aim to provide a nuanced understanding of their principles, indications, advantages, and potential complications. Furthermore, we will highlight recent advancements and emerging trends that are reshaping the landscape of maxillary sinus augmentation, paving the way for improved outcomes and patient satisfaction. Through this exploration, we will elucidate the rationale behind each technique, ranging from lateral window and crestal approaches to innovative minimally invasive methods such as hydraulic sinus condensing and balloon sinus elevation. +The goal of the present article is to give an outline of the fundamental principles of maxillary sinus reconstruction, comprising the physiology and anatomy of the sinus, preoperative assessment, surgical signs, surgical procedures, and management strategies for issues. +## Review +Anatomy and physiology +The maxillary sinuses are a pair of air-filled cavities located in the bilateral maxillae that are situated laterally to the nasal cavity, inferior to orbital floors, superior to maxillary teeth, and anterior to the infratemporal fossa (as shown in Figure 1).Figure 1 +## Coronal view of the ostiomeatal complex. The uncinate process lies in a sagittal plane. The maxillary sinus ostium drains into the infundibulum. +Source: Stern and Green (2012) [2]; reproduced with permission from Elsevier +The average volume of these sinuses is 12.5 mL, making them the biggest of the paranasal sinuses [3]. The maxillary sinuses are coated by the Schneiderian membrane, which is composed of a cell cambium layer (osteogenic periosteal layer) on the bone sides and ciliated respiratory epithelium (pseudostratified columnar epithelium) on the lumen side. The infraorbital nerve travels through the middle of the maxillary roof in a posterior-anterior direction. The floor of the canal is usually made up of thick bone, although, in a few instances, it may be absent, leaving just a thin mucosal layer between the sinus cavity and nerve [4]. The sinus ostium is situated on the medial wall of the nose above the uncinate procedure, and it communicates with the ethmoid infundibulum in the middle meatus on the walls of the nose. Bony, thin septae that span from the lateral to medial sinus wall might be found in up to 37% of people, with 45.9% in the middle, 22.5% in the third anterior, and 31.5% in the posterior sinus. One or two septae are found in 89% of individuals with septae [5]. +The position as well as the presence of septa in the maxillary sinuses may have an impact on the treatment plan, and if they are not identified before the surgery, it can cause perioperative complications. This will be reviewed in detail later. The cilia of the Schneiderian membrane play a vital function in guiding the discharge of mucus and debris toward the ostium, thereby maintaining constant drainage in normally functioning sinuses. Certain medical conditions may increase the risk of chronic sinusitis in some patients. Allergic rhinitis can cause inflammation of the mucosa close to the ostium, resulting in inflammation and obstruction of mucous discharge, causing painful sinus pressure and stagnant fluid infection. Dysfunctional sinus cilia can cause a buildup of mucus and debris, which can cause infection since the sinuses are unable to remove the debris and regular discharge [6]. +Indications and contraindications of sinus augmentation +The main reason for performing a sinus graft surgical procedure is to prepare for posterior maxilla implant reconstruction that has suffered from bone loss after tooth extraction and sinus pneumatization. In such cases, the bone has become too atrophic to support implants (as shown in Table 1). Sinus graft surgery is appropriate for a range of cases, including single-tooth as well as multi-tooth reconstruction and complete reconstruction of the posterior maxilla in edentulous patients.Table 1 +## Indications for sinus lift surgery +Source: Stern and Green (2012) [2]; reproduced with permission from Elsevier +Condition +Treatment +Edentulous maxilla with severely atrophic maxilla and pneumatized sinus +Open sinus lift via lateral maxilla sinus antrostomy; delayed implant placement +Edentulous maxilla with some remaining alveolar bone (0-4 mm) +Open sinus lift via lateral maxilla sinus antrostomy; delayed implant placement +Edentulous maxilla with some remaining alveolar bone (5-10 mm) +Open sinus lift via lateral maxilla sinus antrostomy; immediate implant placement +Single-tooth edentulous space with 5-7 mm of alveolar bone remaining +Open sinus lift via lateral maxilla sinus antrostomy; immediate implant placement +Single-tooth edentulous space with >8 mm of bone remaining +Open sinus lift via lateral maxilla sinus antrostomy or closed (crestal approach) osteotome technique; immediate implant placement +Preoperative assessment +A detailed dental, as well as medical history and physical examination, must be conducted prior to initiating maxillary sinus augmentation surgery. It is important to note any relevant positive history, like the latest upper respiratory disease, chronic sinus as well as sinusitis, otitis media, facial pain, past sinus or nasal surgery, prior maxillary reconstruction efforts, and smoking history. Studies have revealed that the complication risk for smokers who undergo sinus lift grafts is comparable to that of the common population, although there is an indication that smokers who have implants embedded in sinus transplanted bone have a greater rate of failure in comparison to non-smokers [7,8]. A preoperative CT scan is advised to evaluate the volume of bone already present, exclude preexisting sinus illness, and detect any bony septae [9]. +Informed consent +Before beginning the maxillary sinus grafting surgery, it is crucial to have an informed consent discussion with the patient. This discussion should cover the benefits, risks, alternatives to the process, and the risks of alternatives. Common risks related to the procedure comprise bleeding, pain, swelling, graft failure, infection, and sensory changes to the second branch of the cranial nerve (V). It is important to note that smokers have a greater risk of implant failure, despite the potential success of the graft method. The eventual restoration of the edentulous maxilla is the main advantage of the procedure. The treatment can be substituted with a shorter implant, a three-unit bridge, zygomaticus implants, partial dentures, or angled implants. The risks of the alternatives should also be discussed. The patient must understand that the surgery is elective and that the decision to proceed is solely theirs after considering all the possible options. The expected timeframe for dental restoration after the procedure may exceed a year, and additional costs may be incurred. To help the patient understand the informed consent process, multimedia resources such as patient education videos, models, and radiographs can be used. +Surgical techniques +According to recent studies, maxillary sinus augmentation may be achieved using two techniques: the sinus intrusion osteotomy technique and the lateral window technique. These approaches for vertical augmentation in the oral cavity are regarded as the most reliable ones. These procedures can be carried out using many bone graft substances, comprising autogenous bone, xenograft, alloplastic, and allograft substances. Autogenous bone is thought to be an ideal graft for the sinus lift procedure because it offers enough feasible bone to initially support the implant and promote osseointegration [10]. Recent research has revealed that autogenous bone grafts are the better way because they maintain a sufficient alveolar ridge height for five to 10 years after initial insertion [11]. To enhance the amount of bone inserted into the maxillary sinus, demineralized freeze-dried bone may be combined with autogenous bone. Studies have revealed that adding demineralized freeze-dried bone to autogenous bone marginally reduces the level of bone attained; nevertheless, this change is insignificant clinically because the implants are still enclosed by bone [10]. +Autogenous bone grafts are reflected to be unique as they contain endosteal osteoblasts, which give them the capacity to form bone directly. Along with osteoblasts, a corticocancellous graft also releases growth hormones and bone morphogenic proteins (BMPs), which promote the production of new bone [12]. The proximal tibia, calvarium, anterior iliac crest, and maxillofacial areas are a few anatomical locations that can be used to harvest bone transplants. These methods, however, are outside the purview of this essay, so we will not go into more detail about how they work. +Several sites, including the maxillary tuberosity, ramus, symphysis, mandibular third molar site, and posterior maxilla, can be harvested for intraoral bone. Even though maxillary tuberosity provides a smaller amount of bone (1-2 mL), it is located in a similar surgical field as the lateral technique for the maxillary sinus and should be considered [13]. In the posterior maxilla, toward the hamular notch, a crestal incision is made to obtain the graft, along with any necessary vertical releasing incisions. The incision is prolonged posteriorly to reach the tuberosity when the maxillary sinus is to be accessed via the lateral window technique. The posterior maxilla is shown by raising a full-thickness mucoperiosteal flap, which enables precise bone harvesting with a rongeur. During the procedure, it is crucial to prevent pterygoid plates, maxillary sinus, molar teeth, and a larger palatine canal to prevent complications (see Figure 2).Figure 2 +## A bone graft composite is packed into the sinus site. After approximately six months, implants are placed, followed by a final restoration after another six months. +Source: Stern and Green (2012) [2]; reproduced with permission from Elsevier +The symphysis is the location that produces the most intraoral bone [14]. To gain access to this area, a canine-to-canine vestibular incision must be made at least 3 mm from the mucogingival junction. The periosteum is raised, and the osteotomy is made 10 mm below the incisor tooth’s apex. +A trephine with a collecting instrument positioned along the suction line is an appropriate instrument for bone harvesting. The cortical plate may be eliminated if required, and the bone marrow can be extracted (Figure 3). During the procedure, the mental nerve must be avoided, and the patient should be made aware of the enhanced hazard of V3 paresthesia brought on by this method. Related to this, bone can be extracted from the third molar sites in the mandible and posterior maxilla using a scraping tool by collecting a container coupled to the suction.Figure 3 +## Diagram showing the lateral wall of the maxilla rotated medially into the sinus, which is optional. The bone graft material is placed into the sinus, either in particulate material or block form, to support the implant. Ideally, the block grafts should engage the superior surface of the implant. +Source: Stern and Green (2012) [2]; reproduced with permission from Elsevier +Tatum first demonstrated the lateral window technique by utilizing a modified Caldwell-Luc method [15]. In this surgical approach, osteotomies are used to create a bone window that is then either removed or turned medially without rupturing the membrane of the sinus. First, a posterior superior alveolar nerve block, a superior anterior alveolar nerve block, and palatal infiltration are used to administer local anesthesia with epinephrine. A local anesthetic may be utilized in conjunction with general anesthesia or intravenous sedation, if necessary. Steroids and antibiotics are often given as preventative measures prior to the surgery, although the decision to use perioperative steroids and antibiotics should be at the discretion of the surgeon. Before beginning the procedure, it is uncertain whether preoperative administration of medication is beneficial or not. Therefore, the surgeon should carefully weigh the potential risks and benefits before administering such drugs. Before performing the incision, the patient is instructed to rinse his mouth with a 0.12% chlorhexidine solution. +From maxillary tuberosity to the position immediately anterior to the anterior edge of the sinus, the crestal incision is created. In order to expose the sinus without impairing the sinus window, vertical releasing incisions should also be performed on the anterior and posterior sides to the depth of the vestibule. The maxilla lateral wall should then be revealed by elevating a full-thickness mucoperiosteal flap (Figure 4). Next, four linear osteotomies should be performed using a #6 or #8 round bur, starting with the inferior horizontal osteotomy, which must be performed as near to the sinus floor as feasible, a maximum of 2-3 mm above the floor, and extending posteriorly from the region of the first or second tooth to the anterior edge of the maxillary sinus (Figure 5).Figure 4 +## Bone harvesting +Source: Stern and Green (2012) [2]; reproduced with permission from ElsevierFigure 5 +## The unicortical osteotomies form a rectangular outline in the symphysis +Source: Stern and Green (2012) [2]; reproduced with permission from Elsevier +During the procedure of performing osteotomies, it is crucial to use a gentle touch and a brushing stroke to prevent any damage to the Schneiderian membrane. When carrying out the procedure in the presence of bicuspid teeth, extra care should be taken to avoid causing any harm to them, and the osteotomy must be limited to 4 mm from the distal aspect of the tooth. The next step involves performing the superior horizontal osteotomy at a height where augmentation is planned. Finally, the posterior and anterior vertical osteotomies are formed to connect the inferior and superior osteotomies. The osteotomies must run parallel to the lateral wall of the nose and the anterior edge of the maxillary buttress (or maxillary tuberosity), respectively (Figure 6).Figure 6 +## Incision and mucoperiosteal flap reflection +Source: Stern and Green (2012) [2]; reproduced with permission from Elsevier +When the window is formed and the membrane is visible, any attached bone is taken out or rotated medially. If the bony window is rotated inwardly, it develops the floor of the maxillary sinus. To elevate the Schneiderian membrane, the process should begin by lifting the margins with caution and then progressively increasing the elevation. Over-elevation of one area should be avoided, as it can lead to perforation. The use of broad-based curettes or freers is recommended for membrane elevation. If possible, the membrane should be raised greater than the superior osteotomy. It is essential to lift the Schneiderian membrane above the superior osteotomy to avoid undue strain on the bone graft substance (Figure 7).Figure 7 +## Diagram depicting the ideal location of the sinus window preparation of the lateral maxillary wall. The inferior ostectomy should be approximately 1 mm above or level with the floor of the sinus. The posterior ostectomy should be at the corner of the maxillary buttress. The anterior ostectomy should be adjacent to and parallel to the lateral wall of the nose, and the superior ostectomy should be at the height of the intended graft. +Source: Stern and Green (2012) [2]; reproduced with permission from Elsevier +Sinus membrane perforation is possible during the procedure, which can lead to complications (Figure 8). Small perforations may not require treatment, but large ones should be patched with a collagen membrane, or the procedure should be aborted. If the treatment is unsuccessful, it should not be repeated for at least four to six months. After raising the membrane, bone graft material is positioned anteriorly and inferiorly beneath it, making sure not to overpack it (Figure 9). To account for volume loss, an extra 20% of bone graft material must be injected. After that, the mucoperiosteal flap is moved and sutured. Six months following the sinus lift treatment, implants can be inserted if there is enough alveolar bone to support them, and bone graft substance can be packed around them (Figure 10). Patients should be prescribed postoperative antibiotics and decongestants for two weeks and advised to take sinus precautions such as not blowing their nose and coughing or sneezing with their open mouth.Figure 8 +## Complete quadrilateral osteotomy +Source: Stern and Green (2012) [2]; reproduced with permission from ElsevierFigure 9 +## The membrane is carefully elevated and reflected medially into the sinus. +Source: Stern and Green (2012) [2]; reproduced with permission from ElsevierFigure 10 +## The crestal incision is combined with anterior and posterior vertical release incisions to allow for exposure of the lateral wall of the maxilla. The lateral wall of the sinus is rotated medially with membrane reflection. A small perforation is seen. +Source: Stern and Green (2012) [2]; reproduced with permission from Elsevier +Piezoelectric technology is an ultrasonic tool utilized for making osteotomies. This scheme has a higher power than traditional ultrasonic instruments, enabling the creation of osteotomies in thicker, more compact cortical bone without cutting soft tissue. The benefit of this system is to decrease the hazard of perforating the sinus membrane. The piezoelectric tool may also help in the rise of the sinus membrane, especially in robust areas of thin membranes and bone. This system has various inserts, from osteotomes to diamond-cutting inserts to those that aid in lifting the sinus membrane. To elevate the membrane, the endosteum is separated from the bone, and the piezoelectric cavitation is subjected to the hydropneumatic pressure of a physiological saline solution (Figure 11) [16].Figure 11 +## Incision and mucoperiosteal flap reflection +Source: Stern and Green (2012) [2]; reproduced with permission from Elsevier +A research study conducted by Vercellotti et al. [17] involved creating 21 bony window osteotomies in 15 patients using the Mectron Piezosurgery System with inserts that had a vibration from 60 to 210 mm and power exceeding 5W. Every osteotomy was carried out while being irrigated by a surgical system pump. After the flap was reflected, the bony window was formed by a piezoelectric scalpel, and then the membrane elevator tip was utilized, beginning at the apex and moving to the distal and mesial aspects. Attention was focused on the sinus floor, where the membrane was raised to limit the harm of perforation. In this study, all sinus augmentations utilized autogenous bone grafts and platelet-rich plasma. The research found just one membrane perforation in 21 patients, yielding a success rate of 95%. +The sinus intrusion osteotomy is recommended for cases where there is a minimum of 5-6 mm of alveolar bone available. This method was demonstrated to increase bone height by 4-8 mm, but it is best suited for situations where having enough bone for implant stabilization and minimal bone height are required [18]. In 1994, Summers [19] originally reported the method, which entails creating a crestal incision, bone prepping, and raising the sinus by a few mm. During the procedure, not only is bone compacted apically and the sinus elevated, but bone is also compacted laterally with progressively larger osteotomes (Figure 12).Figure 12 +## Trephined bone core partially intruded into the sinus cavity +Source: Stern and Green (2012) [2]; reproduced with permission from Elsevier +During the procedure described by Summers, a crestal incision is made, and implant drills are utilized to construct an osteotomy, leaving 1 mm of bone within the sinus membrane and site. Then, sequential osteotomes of progressively increasing diameter are utilized to determine the depth of the desired implant length, compacting bone apically and laterally, and elevating the sinus membrane. Once the required diameter and length are achieved, the bone graft substance is put in the prepared site’s apical portion (Figure 13). The implant is located at the desired length, ensuring its stability. The main closure is then completed by adding a cover crew. The healing abutment can be connected to the implant, and it can be exposed after four to six months of healing. Similarly, Komarnyckyj and London [20] also observed a 95.3% success rate when performing this process on 16 patients and placing 43 implants. This study demonstrated a mean bone increase of 3.25 mm throughout the follow-up period of nine to 47 months.Figure 13 +## Graft placed through the implant receptor site into the sinus cavity +Source: Stern and Green (2012) [2]; reproduced with permission from Elsevier +BMP is an option for bone graft material for enhancing the maxillary sinus, which is gaining popularity in the field. BMPs are altering growth factors that have bone-inductive characteristics, and two recombinant human proteins, rhBMP-7 and rhBMP-2, are currently available [21]. BMPs offer several advantages over bone graft materials, including no morbidity at the harvest site, ease of use, increased soft tissue healing, and the ability to be used in people who are not candidates for autogenous grafts [10]. BMPs come in powder form and can be mixed with sterile water and applied to the carrier during surgery. Collagen is the most commonly used carrier material for maxillary sinus augmentation, but it does not have mechanical strength and should be utilized in an area with borders in every dimension [10]. The preferred method for utilizing BMP-2 for maxillary sinus augmentation is the lateral window approach, although there is limited evidence for its success with the sinus intrusion osteotomy technique. The procedure involves administering local anesthesia, making an incision, raising a full-thickness mucoperiosteal flap, creating bony osteotomies, and elevating the sinus membrane as earlier described. If a perforation in the membrane occurs, it is not mandatory to repair it when using BMP-2, but the surgeon may choose to do so. The BMP is provided in lyophilized powder form and reconstituted using sterile water, following the manufacturer’s instructions. The reconstituted BMP is loaded into a sterile syringe and applied evenly to the collagen sponge (Figure 14). It takes at least 15 minutes to let the liquid settle so that the BMP adheres to the sponge before it is cut into 15-mm strips and located among the bony floor and membrane of the sinus (Figure 15). Chromic gut sutures are used to achieve primary closure.Figure 14 +## BMP is placed on a collagen sponge, and the sponge is cut into five or six strips. +Source: Stern and Green (2012) [2]; reproduced with permission from ElsevierFigure 15 +## A BMP-impregnated collagen membrane is placed into the sinus with no membranes used to cover the sinus graft site. +Source: Stern and Green (2012) [2]; reproduced with permission from Elsevier +A one-week course of antibiotics is prescribed, and the patient is advised to take sinus precautions. The patient must be notified about the likelihood of significant swelling. A postoperative panoramic radiograph may be taken after four months to assess bone formation, and implants may be located six months prior to the process. Boyne et al. [22] conducted an early study that demonstrated the successful usage of rhBMP-2 in 12 patients who received the material in their maxillary sinus. The average bone height was 8.51 mm. The most common postoperative adverse impacts were facial swelling, pain, redness, and rhinitis. +Implants were inserted in the increased sinuses 12 weeks later and permitted to integrate for three months, in accordance with research comparing rhBMP-2 to anterior iliac crest grafts in 30 rabbits [23]. The rhBMP-2 group saw the largest mean vertical bone growth, and both groups’ bones had comparable quality, according to the research. It is essential to highlight, however, that recombinant BMP is contraindicated in individuals with hypersensitivity to proteins, carriers, or any other formulation substances. In addition, it should not be applied to people who have active cancers or are receiving cancer treatment, to those who have tumors that have already grown or been removed, to skeletally immature people, to women who are pregnant, or to people who have active infections. Patients who do not demand a separate way to get bone graft material may find that BMP is a good alternative. +Postoperative instructions and management +After surgery, it is important to provide patients with both printed and oral instructions regarding postoperative care. The patient should be advised to avoid consuming rough or hard foods, which can damage sutures and cause wound dehiscence. Additionally, sinus precautions should be taken, which include avoiding any activity that can result in sudden pressure variations in the sinus, like sneezing and nose blowing. If the patient needs to sneeze, they should do so with an open mouth to direct pressure away from the sinus. It is important to inform the patient about common postoperative symptoms, such as soreness, which is normal as well as expected for numerous days post-surgery. According to the postoperative instructions, it is common for a few patients to go through bleeding from the surgical incision for up to 24 hours after the sinus lift surgery. However, this bleeding may seem worse than it is because it can mix with saliva. The instructions advise that the patient should swallow the blood rather than expectorate it. If the bleeding becomes bothersome, it can be controlled by direct wet gauze pressure. If the bleeding persists after two uses of gauze for every hour or if the volume is concerning, the patient must notify the doctor. In addition, occasional skin bruising and swelling are normal after a sinus lift surgery. +Complications and their management +Schneiderian membrane perforation is the most frequent complication of maxillary sinus lift surgery (Table 2). In prospective observational, uncontrolled research, 70 patients had a total of 212 implant loadings after undergoing 81 sinus lifts. A total of 44% of sinuses have been intraoperatively perforated, but they were healed, and the operation was finished without difficulties. Moreover, 2% of sinuses experienced perforations so severe that the treatment had to be terminated. Furthermore, 33% of perforations were found in sinuses where septae were visible on preoperative radiographs, and 52% of the sinuses with septae were perforated. Two of the 36 holes were so serious that the surgery had to be terminated.Table 2 +## Common complications of sinus lift surgery +Source: Stern and Green (2012) [2]; reproduced with permission from Elsevier +Complication +Treatment +Graft exposure +Gentle daily normal saline irrigation allows for creeping epithelialization +No graft present after the maturation phase +Assess for a possible etiology and retreat +Paresthesia CN V2 distribution immediately postop +Medrol dose pack if no contraindications +Facial swelling two to three days post-surgery +No treatment; normal postop +Severe facial ecchymosis appearing one to three days postop +No treatment; normal postop +Facial pain and swelling one-week postop +Clinical examination; CT scan; consider antibiotics +Swelling and acute onset +Possible air-emphysema; antibiotics; reinforce nasal precautions +Common treatments for sinus perforation involve doing nothing if the perforation is <2 mm in diameter and placing a slowly resorbing collagen membrane if the perforation is >2 mm in diameter. In one patient who presented with acute sinusitis following implant placement, postoperative complications involved the extrusion of a graft into the sinus cavity. Following medical as well as surgical remedies, the infection cleared up, and implants were restored. Persistent peri-implantitis and a peri-implant cyst were among the issues that arose later. Importantly, even though membrane perforations have been linked to postoperative complications like local infection, pain, and swelling, there is no correlation between intraoperative perforations and long-term implant survival. This research revealed an overall survival rate for seven years of 95.5% for implants implanted in grafted sinuses. Noteworthy is the fact that five of the nine unsuccessful implants were implanted in heavy smokers. Instances of chronic infections resulting in severe sinusitis and the potential for graft extrusion, exposure, and/or failure are uncommon. Treatment usually depends on the symptoms that are currently present and may include antibiotics, drainage of surgical debridement, or a Caldwell-Luc technique [24-26]. +## Conclusions +The maxillary sinus lift is a widely accepted standard treatment for edentulous maxillas, having been in use for the last 30 years. A very frequent occurrence is pneumatization of the maxillary sinus as a result of posterior maxillary tooth loss. Significant maxillary atrophy prohibits implant insertion in this location. Sinus augmentation was utilized for decades to prepare these areas for dental implant insertion. +Transalveolar and lateral antrostomy procedures are the two most common methods for enhancing posterior maxillary vertical bone height. The clinical and radiographic evaluations identify the most appropriate treatment strategy for every clinical condition. Both methods were demonstrated to have greater success rates. There are few absolute contraindications to the sinus lift procedure, with most being relative contraindications. However, practitioners must be well versed in how to address them. Adequate preparation, knowledge, and experience make maxillary sinus augmentation and elevation a beneficial process for patients, with an expected outcome. \ No newline at end of file diff --git a/.smallclaw/agents/pubmed_researcher/workspace/pubmed/PMC11904224.txt b/.smallclaw/agents/pubmed_researcher/workspace/pubmed/PMC11904224.txt new file mode 100644 index 0000000..22aca12 --- /dev/null +++ b/.smallclaw/agents/pubmed_researcher/workspace/pubmed/PMC11904224.txt @@ -0,0 +1,120 @@ +# Expert consensus on the clinical strategies for orthodontic treatment with clear aligners +Wang Yan, Long Hu, Zhao Zhihe, Bai Ding, Han Xianglong, Wang Jun, Fang Bing, Jin Zuolin, He Hong, Bai Yuxin et al. (20 authors total) +International Journal of Oral Science (2025) +PMC ID: PMC11904224 + +## Abstract +Clear aligner treatment is a novel technique in current orthodontic practice. Distinct from traditional fixed orthodontic appliances, clear aligners have different material features and biomechanical characteristics and treatment efficiencies, presenting new clinical challenges. Therefore, a comprehensive and systematic description of the key clinical aspects of clear aligner treatment is essential to enhance treatment efficacy and facilitate the advancement and wide adoption of this new technique. This expert consensus discusses case selection and grading of treatment difficulty, principle of clear aligner therapy, clinical procedures and potential complications, which are crucial to the clinical success of clear aligner treatment. + +## Full Text +## Introduction +Malocclusion is a common oral disease with the estimated prevalence among general population ranging from 43.5% to 67.2%.1,2 It is associated with the risk of various oral dysfunctions and esthetic concerns, which may have detrimental effects on mental health and the quality of life.3–6 Recent years have witnessed the growing popularity of clear aligners among patients owing to their esthetic appeal, comfort, and convenience in oral hygiene maintenance.7,8 However, as a novel technology distinct from traditional fixed orthodontic appliances, clear aligner treatment (CAT) presents new challenges in case selection, treatment strategy, aligner design, and follow-up monitoring, which are associated with the differences in material characteristics and properties, and treatment outcomes.9–12 Therefore, key clinical aspects of CAT are demanded to help improve treatment efficacy and promote continued development and dissemination of this clinical technique.Clear aligners are removable orthodontic appliances that were first introduced two decades ago and have been used to treat nearly 20 million patients worldwide. Since their launch, significant innovations have been achieved in the development of clear-aligned materials. The use of big data analyses and design software has enabled the aligners to tightly envelope the tooth surface and apply gentle continuous force which can be designed based on the desired tooth-specific movement direction and distance. The optimal sequence of tooth movement can be calculated precisely to ensure that tooth moves in the desired direction.9,13 Furthermore, clinical solutions have evolved from optimizing individual to optimizing group teeth movement, while clinical indications have expanded from simple to complex cases, including surgical cases.14–16Consequently, CAT has become the primary innovating trend in orthodontics.14,17 To date, over 5000 publications on clear aligners have been indexed on PubMed, including case reports, clinical trials, retrospective clinical studies, and reviews, highlighting the on-going interest in this field.18–22 The purpose of this expert consensus was to summarize the core technology of CAT and provide clinical guidance for practitioners in terms of indications, treatment strategies, aligner design, and follow-up monitoring. +## Case selection and grading of treatment difficulty +## Indications and contraindications +The current indications for CAT are comparable to those for fixed orthodontics. Clear aligners can be used to treat nearly all types of malocclusions, especially the patients with high esthetic and comfort requirements, poor periodontal conditions, susceptibility to caries, or enamel developmental defects. However, clear aligners are not recommended for patients with clinically short crowns, requiring extensive mesial movement of the posterior teeth, or showing poor compliance.20However, treatment difficulty of clear aligner therapy varies greatly among cases. Thus, we suggest difficulty-grading criteria for CAT. +## Grading of treatment difficulty +Clear aligners are made of elastic materials, and teeth are moved by the rebound force generated by the elastic deformations of the aligner materials when the aligners are positioned.7 Thus, aligners mainly provide a “pushing force”, and their clinical efficiency varies among different types of tooth movements (Fig. 1).23–27 Therefore, it is crucial to accurately assess treatment difficulty and select most suitable cases.Fig. 1 +Predictability of different tooth movements achieved through clear aligner therapyWe developed the CAT-CAT difficulty assessment tool,28 which assigns scores based on model analysis, X-ray examination results, and clinical examination results. According to the literature and authors’ clinical experience, clinical cases were divided into four grades: easy, moderate, difficult and challenging (Table 1).Table 1 +Grading of clear aligner treatment difficultyDifficulty levelSkeletal discrepancyCrowdingAnterior overjet/overbiteAmount of molar movementAssociated manifestationsTreatment approachCAT-CAT scoreEasyNoneMild crowding or spacingNormal or slight abnormalMolar distalization: <2 mm; mesial movement: 0 mmNoneNon-extraction; Arch expansion, IPR, or Mild incisor proclination<20ModerateMildModerate crowdingDeep overbite/overjetMolar distalization: 2–3 mm; Mesial movement ≤2 mmNoneMolar distalization, Bite jumping, or Extraction of premolars21–40DifficultModerate to severeSevere crowdingSevere deep overbite/overjetMolar distalization >3 mm; Mesial movement >2 mmAnterior open/crossbite; Posterior open/crossbite/scissor bite; Horizontal and/or vertical discrepanciesExtraction; Implant anchorage/elastics; orthognathic surgery41–60ChallengingDifficult cases with periodontal diseases, Temporomandibular Joint Disorders, missing molars, impacted teeth, molar protraction>60Owing to the biomechanical differences between CAT and traditional fixed orthodontics, it is imperative for clinicians to fully understand the characteristics of CAT and gradually implement treatment based on the difficulty level in each case to help minimize the associated risks. +## Principles of clear aligner therapy +Different from traditional fixed orthodontic appliances, clear aligners are made of elastic materials, which cover the whole or partial clinical crowns and create a “pushing” force produced from material deformation of the clear aligners. Thus, theoretically, the force can be designed to exert onto any part of the tooth crowns as long as it is closely covered by the aligners. Thus, the crowns’ surface area and the fitness of the aligners are the key points to the success of treatment. Attachments used in clear aligner treatment are bonded on the crowns, which can not only increase the surface area but also afford more action points of the force. Attachments in various shapes and sizes can be designed to supplement clear aligners for different biomechanical demands.Besides, as we know, several types of arch wires made from different materials and in different shapes and/or sizes are used in traditional fixed treatment. In general, arch wires are used from thin to thick, round to rectangular, Niti to stainless steel, and therefore soft and flexible to solid and stable during the treatment. By doing so, teeth movement can be controlled in a predicted way. However, in clear aligner treatment, for each brand, the same aligner material is used throughout the whole aligner treatment, which is not as flexible as Niti wire nor as stable as stainless-steel wire. Thus, to move individual and/or group of teeth, tooth movement need to be designed in a stepwise mode, according to the natures of specific tooth movements.Moreover, aligners’ elastic force is directly proportional to the amount of material deformation within a certain range, whereas excessive deformation can lead to plastic deformation, resulting in a loss of the force. Additionally, all the elastic force decreases with the deformation time.9 Therefore, when designing clear aligners, a series of intermediate statuses is used to bridge the initial and final status. The aligners are regularly replaced, helping the teeth move gradually to the desired position under the effect of a continuous gentle force (Fig. 2).Fig. 2 +A schematic illustration of the principles of clear aligner therapy for incisor retraction in a premolar-extraction case. A final set-up is designed based on the initial set-up and a final aligner is fabricated based on the final tooth set-up. The final aligner is topologically distinct from the pre-treatment dentition and should be elastically stretched for being fitted onto the dentition. The stretched aligner on the pre-treatment dentition is activated and generate retraction force on the anterior teeth and protraction force on the posterior teeth, resulting in premolar-extraction space closureThus, the initial, intermediate and final positions are the three keys to the success of clear aligner therapy. The initial position is determined based on patients’ characteristics, especially the digital dental models that capture the intraoral dentition and occlusion. Intermediate positions aim to ensure that the path and rate of tooth movement comply with the biological and biomechanical principles of orthodontic tooth movement. The ideal final position necessitates well-aligned dental arches, normal anterior overjet/overbite, and perfect posterior interdigitations.Therefore, CAT is essentially a process of tooth repositioning in three dimensions. A critical aspect of this process is the acquisition and redistribution of space. There are currently five main methods for gaining space: arch expansion, molar distalization, incisor proclination, interproximal reduction (IPR), and extraction.29–32 Clinical treatment plans should be designed based on individual cases.Next, we will discuss specific strategies for various clear aligner treatments in details, based on the methods of gaining space. +## Clinical procedures of clear aligner treatment +As illustrated in Fig. 3, clear aligner treatment encompasses nine procedures in clinical practice, starting from diagnosis, clear aligner treatment difficulty assessment based on CAT-CAT, acquisition of digital models and aligner treatment planning. Once the aligner treatment planning is ready, aligner fabrication ensues. Then, clear aligner treatment progresses to clinical section that involves fitting of initial set of aligners, follow-up appointments and monitoring, and end of the active clear aligner treatment. Lastly, retention is required and important following orthodontic treatment.Fig. 3 +The overview procedures of clear aligner treatment +## Diagnosis +The precise initial position of the teeth requires complete and accurate patients’ data. And thus, data collection for CAT is essential, including facial and intraoral photographs, radiographic data [panoramic tomography, cephalometric radiographs, and cone beam computed tomography scans (CBCT)], and digital dental models that can be obtained through silicone rubber (PVS) impressions or intraoral scanning.33,34 Based on these patient data, a meticulous diagnosis is established. +## CAT-CAT aligner difficulty assessment +Orthodontic treatment goals are similar, regardless of treatment modalities. CAT plans should be based on patient complaints, presentation, and diagnosis. CAT can make orthodontic treatment easier, faster and more effective. However, before patients can be recommended for CAT treatment, difficulty level should be assessed (Table 1) to ensure patient suitability. And clinicians should ensure that they have made the correct diagnosis and appropriate treatment plans.28 As for some difficult or challenging cases, such as patients with severe periodontitis or needing surgical treatment, multi-disciplinary treatment (MDT) and specialists’ guidance are necessary. +## Digital models +As mentioned above, digital models can be acquired through either intraoral scanning or PVS impression taking. +## Aligner treatment planning +Recently, we developed a novel clear aligner treatment philosophy—biomechanics-guided, esthetics-driven, periodontium-supported and temporomandibular joint-compatible clear aligner therapy (BEPT-CAT)—that can guide practitioners to perform aligner treatment planning.35 Most cases of malocclusion are caused by “incorrect” tooth position, resulting in the discrepancies in necessary and available space. And thus, the treatment principles focus on either increasing the amount of space available or reducing the tooth amount. Common clinical methods for increasing the available space include arch expansion, molar distalization, and incisor proclination, while methods for reducing the tooth amount include IPR and extraction.36,37 +## Arch expansion +## Indications +Narrow dental arch: a narrow dental arch can be determined based on the relationship between the most prominent points on the buccal surfaces of the crowns of the lower posterior teeth and the Wala ridge.38 Pont index analysis and Howes value can also assist in the width assessment.39 Pretreatment CBCT can be used to clarify the spatial relationship between the root and alveolar bone, which helps avoid excessive expansion that may result in bone fenestration or dehiscence.Excessive buccal corridor: excessive buccal corridor refers to excess negative space between the dental arch and the buccal mucosa of the oral cavity. Previous studies have shown that an excessive or insufficient buccal corridor jeopardizes smile esthetics.40,41 An excessive buccal corridor is indicative of the arch expansion. +## Considerations for final position design +Factors that must be considered include arch symmetry, arch coordination, and appropriate expansion amount to prevent bone fenestration or dehiscence. The volume of basal bone on buccal side should be analyzed in CBCT to determine the upper limit of the expansion. The amount of up-to-2 mm expansion on each side is safe in most cases. As for adolescents, the greater regenerative potential of alveolar bone remodeling makes arch expansion much safer. To prevent buccal inclination of crowns during expansion, the final position design should ensure that all the expanded posterior teeth are in lingual inclination (from the lateral view, the palatal cusps are invisible) (Fig. 4).42Fig. 4 +Aligner treatment planning for arch expansion. a A narrow upper arch is to be expanded. b From the buccal view, the palatal cusps of the molars can be observed (yellow arrows). c From the posterior view, the palatal cusp (yellow arrow) is more occlusal than the buccal cusps. d Buccolingual angulation of the molar is modified and a buccal root-torque is added. e The palatal cusps cannot be observed from the buccal view +## Attachment design +Attachments are required on the buccal surfaces of teeth during arch expansion to prevent buccal inclination. For teeth with inadequate height of lingual cusps, lingual attachments may be placed simultaneously.43 +## Considerations for staging +It is recommended to design a staged expansion for any expansion exceeding 1 mm unilaterally, such as a “V-pattern” design like molar distalization. Homonymous teeth in the same jaw are suggested to expand simultaneously because they can act as reciprocal anchorages.By adhering to these principles, clinicians can effectively incorporate arch expansion into clear alignment treatment plans, ensuring optimal outcomes in patients with dental arch discrepancies. +## Molar distalization +## Indications +Almost normal facial pattern with distal (Class II) or mesial (Class III) molar relationship may be an indication for molar distalization. It may be accompanied by mild to moderate crowding, deep overjet, or an anterior crossbite/edge-to-edge bite. However, molar distalization is not generally recommended for neutral molar relationship (Class I).44,45Sufficient space in the posterior dental arch is necessary for molar distalization. CBCT evaluation from a three-dimensional perspective is recommended for molar distalization greater than 2 mm. Vertically, the presence of a low maxillary sinus increases the difficulty of upper molar distalization, especially when the molar roots penetrate the cavity. Third molar extraction is recommended to reduce distalization resistance and provide more space.44,46 +## Considerations for final position design +The upper limit of molar distalization of clear aligner treatment depends on the available retromolar space. The third molars can be extracted if there is no sufficient space. The amount of less than 2 mm molar distalization on one side is considered predictable in most cases while the mesio-distal inclination of posterior teeth and the potential of bone growth in children and adolescents should be taken into consideration.Based on the literature and clinical experience, the predictability of molar distalization using clear aligners is approximately 88%.23 Thus, it is feasible to design the final position based on the actually required distalization distance (i.e., to obtain a neutral relationship) where no or minimal overtreatment is required. Additionally, to prevent labial fenestration and/or dehiscence in the lower anterior region, it is necessary to avoid labial movement of the lower anterior teeth, particularly the roots. This is because class II intermaxillary elastics are commonly applied during upper molar distalization, which exert a mesial force on the lower arch and labially push the lower anterior teeth.47 +## Attachment design +Molar distalization does not require the supplement of attachments. However, attachments are recommended to enhance the grip of teeth with short crowns. Moreover, molar distalization is often accompanied by other complex movements such as intrusion and rotation, and attachments are usually required to improve the success rates of these movements and prevent off-tracking. Traditional rectangular attachments are generally designed for the canines to increase the retention of aligners and minimize the impact of precision cuts.48–50 +## Intermaxillary elastics +When clear aligners exert a pushing force to achieve molar distalization via material deformation, the counteracting force may procline the anterior teeth. Thus, if anterior tooth proclination is undesirable, the anchorage of the anterior teeth should be reinforced. Intermaxillary elastics are commonly used in practice to achieve this aim.45In maxillary molar distalization, precision cuts are designed at the maxillary canines, whereas buttons are bonded to the buccal surface of the mandibular first molars (cut out on lower aligners) to allow the use of Class II intermaxillary elastics (Fig. 5a).51 If simultaneous eruption of the canine is desirable (e.g., low positioned or insufficiently erupted canines), a button can be bonded to the labial surface of canine near the gingival margin to facilitate eruption (Fig. 5b). However, precision cuts at the mandibular molars are prone to aligner displacement or off-tracking and are not recommended. Additionally, if necessary, implant devices can be used to enhance the anchorage, provided they do not obstruct molar distalization.52–54 On the other hand, if the proclination of anterior teeth is desirable (e.g., Class II Division 2), it can be designed simultaneously with molar distalization, acting as reciprocal anchorage to eliminate the need for any elastics.55 Nevertheless, anterior proclination and molar distalization should be closely monitored during follow-up appointments for real-time adjustments.Fig. 5 +Different modes of elastic tractions. a Class II elastic traction is applied on the precision cut on the upper aligner. b A cut-out is designed on the upper canine and class II elastic traction is engaged ono the button on the canine +## Considerations for staging +The staging of tooth movements involves the consideration of anchorage. Typically, molar distalization is designed in a “V-patten” staging, in which the second molars are moved first, and then the first molars once the second molars have reached the halfway point of their total moving distance; thereafter, the second premolars start to move once the second molars have completed their “journey” (Fig. 6a). Thus, no more than four teeth are distalized at each stage (V-pattern).56 Finally, the space created by canine distalization can be used to align and/or retract the anterior teeth. By doing so, the anchorage is often adequate for most distalization cases; however, a long-term treatment is unavoidable.48 In some cases, in order to shorten the treatment duration and increase patient compliance and cooperation, alignment of the anterior teeth is performed simultaneously with molar distalization, allowing patients to observe quick esthetic changes (Fig. 6b). In addition, implant screws can be used to strengthen anchorage, allowing more teeth to distalize simultaneously, to shorten treatment duration (Fig. 6c).57–59Fig. 6 +Different aligner design patterns for molar distalization. a Strict V-pattern. Molars, premolars and anterior teeth move sequentially. b Modified V-pattern. Incisors move alongside molar distalization. c The first and second molars move simultaneously +## Proclination of anterior teeth +## Indications +Patients presenting with straight or concave facial profiles and retro-inclined or upright anterior teeth accompanied by mild crowding, such as cases with deep overbite caused by lingual inclination of the upper anterior teeth, are indicated for proclination of anterior teeth, which can be combined with other methods to obtain enough space. +## Considerations for final position design +The sagittal position and proclination of the anterior teeth, especially the upper anterior teeth, are crucial for facial esthetics and are one of the main indicators for profile analysis.60–63 Thus, the degree of proclination of the anterior teeth should be carefully evaluated based on facial morphology, and a combination with other methods that help acquire sufficient space should be considered. For patients with a severe lingually inclined deep anterior overbite, the roots-and-bone relationship should be considered. The roots need to be positioned within the cancellous region of the alveolar bone.64,65 Theoretically, a proclination of 1 mm (2.5°) in the anterior segment provides 2 mm of space. Therefore, the proclination design in the final position is based on the amount of space required, facial morphology, and the roots-and-bone relationship.66 +## Attachment design +More than 3° of incisor proclination activates the power ridge in the designing software system, which applies labial-torquing force on the crowns, whereas lingual-torquing force on the roots and effectively achieves root-controlled movement of the anterior teeth.67 Traditional attachments on canines are recommended to reduce the risk of aligner off-tracking in the anterior segment. +## Considerations for staging +A minor proclination can be synchronized with the alignment of mild crowding. However, in cases with lingually inclined deep overbite, staged tooth movement is required. Proclination is first performed to torque the roots into the cancellous bone, and then followed by intrusion and retraction of the anterior teeth. +## Interproximal reduction (IPR) +## Indications +Although IPR is a method for gaining space, it has always been controversial because of the potential damage to the enamel and the resulting risk of caries. The authors suggested that IPR should be used as a supplement to other methods, rather than as the primary method, to gain space. The following situations warrant an IPR design29,31:Bolton discrepancy due to the missing teeth or malformed teeth.Gingival embrasure defects (black triangles) due to periodontal disease.Poor crown morphology with contact points nearby the incisal edge. +## Considerations for final position design +In general, IPR is designed in the anterior segment, if needed. It is advisable to limit the maximum amount of IPR to 0.25 mm on the proximal surface of each tooth. Studies have shown that IPR amounting to no more than 50% of the enamel thickness generally does not increase the risk of caries.68–70 +## Considerations for staging +Since the IPR site is the anatomical contact point of the crown rather than the actual contact point, restoring normal contact points first undoubtedly facilitates IPR performance. However, in practice, there may be situations in which insufficient space hinders the alignment of the dental arch, which requires a comprehensive assessment of the timing of IPR. Graded IPR is recommended to alleviate this contradiction. Fluoride application after IPR performance is suggested. +## Tooth extraction +Tooth extraction is a common method for reducing tooth amount in orthodontic treatment and is mainly indicated when the discrepancy between the available and required space exceeds 8 mm, such as in cases with severe crowding or severe maxillary and/or mandibular protrusions. Two types of tooth extraction patterns are commonly used in clear alignment treatment: extraction of lower incisor and extraction of premolars (first or second). +## Extraction of lower incisors +## Indications +An almost normal facial pattern with stable posterior occlusion, no indication for upper extraction, and the total required space in the mandible exceeding 6 mm.Bolton ratio discrepancy due to missing teeth or malformed teeth in maxilla.Poor prognosis of a lower incisor due to periodontal disease or dental trauma. +Considerations for final position design: The extraction of a lower incisor results in the lack of the midline of the lower dental arch. Instead, the long axis of the lower central incisor may be designed as the lower midline. In most cases, IPR of the upper anterior teeth is necessary to resolve the discrepant Bolton ratio and achieve normal anterior overbite and overjet.71 +Attachment design: it is recommended to design vertical rectangular attachments or root-control attachments on the adjacent teeth to the extraction space, which facilitate the reciprocal movement of the adjacent teeth, especially their roots.72 +Considerations for staging: extracting a lower incisor can effectively relieve crowding in the lower anterior section and provide space for the intrusion of the lower anterior teeth, resulting in a high rate of treatment success. Therefore, special staging considerations are generally not required. +## Extraction of the first premolars +Based on the symmetry principle, the extraction of the first 4 premolars is the most common pattern of extraction in orthodontic practice. However, cases needing the extraction of 4 premolars belong to difficult level in CAT (Table 1), and clinicians need to reach a certain level of orthodontic experience to complete the treatment.Indications: Extraction of the first 4 premolars is indicated when the discrepancy between the available and required space exceeds 8 mm, such as cases with severe crowding and/or bimaxillary protrusion, and etc.73Considerations for final position design: most cases with tooth extraction are challenging to treat, as extensive tooth movement is unavoidable, requiring three-dimensional repositioning of these teeth. Treatment success relies on the torque control of the anterior teeth and the mesial-tipping avoidance of the posterior teeth.74–76 Therefore, the final position requires an over-treatment design, as follows:Anterior teeth exhibit a labial inclination with incisor angles of approximately 120°. To prevent excessive lingual inclination, adequate labial inclination and torque control (root-lingual torque) should be designed during the whole procedure of anterior retraction.77 Cases with more lingual inclination at the initial and/or longer retraction distances require a larger positive torque in the design.78Anterior teeth are in a shallow overjet/overbite or edge-to-edge position without occlusal contact. The pendulum effect of anterior retraction, compounded by any pre-existing deep bite condition, may require the over-treatment of anterior intrusion.Canines are mesially tipped with the roots closer to the extraction space.Posterior teeth are distally tipped, with additional negative torque to prevent buccal inclination of molars and loss of posterior anchorage.79Attachment design: In such cases, attachment design should consider the following:Power ridge on incisors is recommended to aid in the torque control of the anterior teeth, which can be activated when more than 3° root-lingual torque is designed.Optimized attachments with strong root control or traditional rectangular attachments are recommended for the canines.74Horizontal rectangular attachments with strong retention are recommended for posterior teeth.Intermaxillary elastics: To increase posterior anchorage, Class II elastics can be designed during anterior retraction (precision cuts at the upper canines and bonding of buttons on the buccal surface of the lower first molars). Alternatively, implant anchorage can be used in the anterior region to assist the intrusion and body retraction of the anterior teeth.80–82 Different modes of elastic tractions with or without mini-implants and their corresponding biomechanics are displayed in Fig. 7.Fig. 7 +Different elastic tractions and biomechanical features. a A class II elastic traction is applied between the precision cut on the upper canine and the button on the lower first molar. Since the traction force (blue dashed line) passes occlusally to the center of resistance (red dot) of the upper anterior teeth, a clockwise moment (blue curved arrow) is generated. b An elastic traction is engaged between the precision cut on the upper canine and a buccal mini-implant. Likewise, a smaller clockwise moment (blue curved arrow) is generated. c One elastic traction is applied between the precision cut on the canine and a buccal mini-implant and the other one is engaged between the aligners on the incisors and a labial mini-implant. The retraction force (blue dashed line) generates a clockwise moment (blue curved arrow) while the intrusion force (yellow dashed line) offers a counterclockwise moment (yellow curved arrow). The two moments are offset by each other and the anterior teeth are retraction in a bodily movement modeConsiderations for staging: a personalized design is suggested for each case. The staging design should vary according to the specific circumstances because of the complex and variable nature of extraction cases. However, in most cases, we recommend distalizing canines and distal tipping of the posterior teeth (anchorage preparation) first. When canines complete the first third of the total moving distance, 6 anterior teeth start to move simultaneously by then. And finally, mesial movement of the posterior teeth begins when anterior teeth movement is completed. To prevent the “bowing effect”, it is suggested to avoid mesial movement of the posterior teeth simultaneously with the retraction of anterior teeth. +## Extraction of the second premolars +Indications: In the following cases, second premolars are extracted instead of first premolars, which usually increases the treatment difficulty. Clinicians should be cautious to make a treatment scheme design like this:Serious damage/abnormality on the second premolar and/or its periodontal tissue.Second premolar is impacted or blocked-out of the dental arch.Minimal anchorage design.Considerations for final position design: Compared to those in the first premolar extracted case, molars should be designed with more distal inclination (anchorage preparation) since the molars are more prone to mesial tipping, especially in the cases that more than 3 mm mesial movement of molars is required (minimal anchorage design), while less over-treatment of anterior teeth is needed.Considerations for staging: we suggest, firstly, a sequential distal movement of the first premolars and canines, and distal-tipping anchorage preparation of the first molars. Then, move anterior teeth afterwards. And finally, mesially move the molars sequentially. +## Bite jump (surgical and growth jump) +A bite jump refers to the changes in the three-dimensional position of the mandible and/or mandibular dental arch resulting from intermaxillary elastics, self-growth, and/or orthognathic surgery. It is important to note that the design of bite jump should be tailored based on the specific circumstances of the patient, and clinical feasibility should be considered. Except orthognathic surgery, bite jumps caused by other methods develop gradually in clinical practice, which can span the whole course of treatment.Indications:Adolescents with mild skeletal or functional mandibular hypoplasia or retrognathia;83,84Functional Class III, with the mandible being able to retrude to edge-to-edge occlusion;Severe skeletal deformities requiring orthodontic-orthognathic treatment22;Mandibular malposition caused by premature individual tooth contacts.Intermaxillary elastics: The sagittal bite jump requires the use of intermaxillary elastics or orthodontic appliances with mandibular advancement function.85,86Considerations for staging: In the design software, bite jump can be placed at any stage of the treatment or throughout the treatment process. The authors typically place bite jump at the end of the treatment, which makes it easier for clinicians to assess the amount and direction of the jump and detect any abnormalities in a timely manner during clinical monitoring.Below, we are going to delve into some special considerations in clear aligner design. A lot of clinicians are confused by these issues in practice. +## Special considerations in clear aligner design +Over-treatment design: as we discussed before, clear aligners exert mainly a “pushing force”, and therefore their clinical efficiency varies among different types of teeth movements (Fig. 1). To better realize the actual teeth movement, over-treatment design is recommended in some cases, which is related to the predictability of CAT. For example, to intrude anterior teeth and correct deep bite, a shallow overbite and even open bite is designed in the final position, while large positive torque may be given to the incisors which are lingual inclined or up-righted initially when retraction of anterior teeth is required to correct the convex profile. However, the appropriate amount of over-treatment design is determined case by case, and until now, there is no consensus on this specific issue. According to our experience and previous clinical studies, the amount of over-treatment should be designed based on the initial status of teeth and the type and amount of the teeth movement.78,79Challenges and strategies in the complex tooth movements: compared to expansion and molar distalization, intrusion, extrusion and torque control are more complex tooth movements in CAT, which have much lower predictability (Fig. 1). Thus, over-treatment is commonly designed for these types of movements.Besides, sufficient space for tooth movements should be taken into considerations. For intrusion, the root-and-bone relationship needs to be analyzed in CBCT images to make sure that the roots are in the cancellous bones, while for extrusion, the intermaxillary space is required. And loose proximal contact points are always good for the movement.Then, sufficient anchorage for the movement is important. There are usually two ways to strengthen anchorage in CAT. One is to move teeth in a stepwise mode. We recommend a “Frog pattern” staging for anterior teeth intrusion, in which incisors and canines are intruded separately and in cycles (Fig. 8). Extrusion of posterior teeth is suggested to be designed in a “V pattern” staging. Besides, power ridge design and positive torque is distributed in the whole procedure of incisor retracting to provide a better torque control. The other way to enhance anchorage is to use auxiliary devices and elastics, such as temporary anchorage devices (TAD) implanted in the anterior section to provide an extra intruding force and root lingual torque on anterior teeth (Fig. 7).Fig. 8 +Staging design for the intrusion of anterior teeth in the lower arch. a Incisors and canines are intruded in an alternate mode. Incisors are intruded first (referred to stage 1), followed by the intrusion of canines (referred to stage 2). Then, incisors are further intruded (referred to stage 3). b Lower arch models showing intrusion of canines and incisors corresponding to the aforementioned three stages. c Anterior and side views showing the successful intrusion of the anterior teethFurthermore, appropriate attachment design could provide clear aligners with greater retention, which is the key for CAT. Traditional attachments on premolars are recommended when intrusion of anterior teeth is needed while traditional attachments on canines are suggested for incisor’s torque control.Differences in the design of CAT between adolescents and adults: as we know, the main difference between adolescents and adults is growth potential which may lead to different orthodontic treatment plan. Mandible growth can result in anteroposterior bite jump, and thus, bite jump design without surgery is more possible to realize in adolescents. Besides, the prevalence of oral caries is higher in adolescents, and therefore, interproximal reduction (IPR) design should be used more cautiously. Moreover, traditional attachments or optimized attachments in larger size are recommended in adolescents due to their inadequate crowns. A recently published expert consensus on adolescents’ orthodontic treatment has deeply discussed this special issue.6 +## Aligner fabrication +Once aligner treatment planning is ready, clear aligners that move teeth incrementally can be fabricated based on either thermoforming or 3D printing. +## Fitting of initial set of aligners +Patients are informed to the clinic for the initial appliance placement when clinicians receive the aligners. On this day, the resin attachments are bonded onto the teeth according to the digital design, and the first set of aligners is tried in (fitness should be checked). Subsequently, patients are issued a set of instructions, including the required wearing duration, method of aligner placement, and usage of chewies. The patients are also informed about the importance of oral hygiene. Additional information and instructions are provided to the patients, as relevant, depending on the tooth movement plan, such as molar distalization, IPR, or extraction. +## Follow-up monitoring +## Patient compliance management +Regular follow-up visits are essential and can be used to inform patients about treatment progress and challenges, helping them understand their roles in the process, increasing their confidence, compliance, and cooperation.18,87Cooperation in the long duration of orthodontic treatment is a huge challenge to majority of people, especially persisting in wearing clear aligners day by day. Thus, close contact with patients helps to know their status and give them a hand or timely reminding if needed. Pleasure communication and compliments on patients are always effective in maintaining good relationship between clinicians and patients, which is beneficial for the cooperation as well. To encourage patients, practitioners can show them the changes already occurred by comparing with their pre-treatment photos and inform them that all these changes are owing to their compliance and cooperation. Let patients be aware of that their efforts will pay back. By doing so, patients will be more confident in the treatment.Besides, some application programs registered by patients’ ID number can be used on smart cell phone to help record the wearing date and remind to change a new set, which is convenient for patients in daily life. +## Things to do in the follow-up visits +To evaluate treatment progress, comprehensive examinations should be performed, including the following assessment:Tooth and periodontium status assessment, including mobility, premature contact presence, and occlusal trauma.88,89Occlusion changes, including the sagittal relationship, occlusal contacts, inclination, midline of upper/lower dental arch, overjet, overbite, torque and space, comparing to baseline and digital design.Temporomandibular joint health assessment should interrogate any pain, tenderness, and clicking in the joint area, especially in patients with temporomandibular disease before treatment and in adult patients using intermaxillary elastics.90–93Any detachment and/or abrasion of attachments should be checked according to digital design.94Aligner fitness assessments account for the progress in tooth movement, especially any gap observed in the space from the incisal edges of the anterior teeth, cusps of the posterior teeth, and the area around the attachments and along the aligner margin. +## Management of off-tracking +Off-tracking refers to the incomplete fitting between the teeth and aligners, indicative of a discrepancy between the direction and/or distance of actual tooth movement and that planned in the digital design (Fig. 9). The management of off-tracking involves removing attachments and using aligners to guide the off-tracking teeth back into the desired path using intra-/inter-maxillary elastics. Off-tracking manifestations can be categorized into the following three situations:Off-tracking in the vertical dimension due to insufficient extrusion or anterior intrusion.95 Insufficient extrusion may manifest as uniform vacuoles emerging at the incisal edges or cusps and can be managed by removing the attachments on the off-tracking teeth and applying intra-/inter-maxillary elastics (Fig. 10a). Alternatively, in cases of insufficient anterior intrusion, which manifest as inadequate correction of the anterior deep bite, auxiliary devices, such as implants or redesigning additional aligners to increase the staging design for tooth movement, may be added.Off-tracking in the horizontal dimension commonly occurs in rotation correction, especially in severely rotated premolars.96 The removal of attachments and use of a power chain can be helpful in most cases (Fig. 10b).Off-tracking in the sagittal dimension is characterized by mesial inclination of the posterior teeth and torque loss of the anterior teeth (lingual inclination).75,76 Mismatches between the attachments and vacuoles on the aligners can be observed on mesially inclined posterior teeth, as well as the gaps between the mesial cups and aligners. Distal up-righting of these off-tracking teeth must be performed using intermaxillary elastics and/or sectional arch wires after the removal of the attachments (Fig. 10c, d).The loss of anterior tooth torque manifests as lingual inclination of the upper/lower anterior teeth, increased overbite, early contact of anterior teeth, and posterior open bite.97 In such cases, the aligners may need to be redesigned to restart the program.Fig. 9 +Aligner off-tracking. a Off-tracking of upper incisors (yellow arrows). b Off-tracking of a lower incisor (yellow arrow). c Off-tracking of a lower canine and first premolar (yellow arrows). d Off-tracking of an upper premolar (yellow arrow). e Off-tracking of an upper premolar and molar (yellow arrows). f Off-tracking of a lower molar (yellow arrow)Fig. 10 +Strategies for resolution of tooth off-tracking. a A “boot-strapping” technique was used to address the off-tracking of a lateral incisor by applying labial-lingual elastic traction. b A power chain was used to correct under-derotation of a second premolar. c A vertical elastic traction from the upper premolar to the lower molar was implemented to correct mesial tipping and intrusion of the lower first molar. d A segmental archwire technique was applied to correct mesial tipping of a lower second molar +## Timing and considerations of program restart +Sometimes not only one series of clear aligners are needed to complete the treatment. There are five possible reasons for this:The discrepancy between designed tooth movement and actual tooth movement, which result in an incomplete correction of the malocclusion, often occurring in some complex tooth movement, like intrusion, root control and more than 3 mm molar distalization. More series of aligners are designed to accomplish the treatment goal.Unwanted tooth movement occurs and leads to reduced occlusal contacts or even open bite in posterior segment, which may be due to the aligners’ effect of occlusal pad. More series of aligners are designed to consolidate the occlusion.More teeth should be included into treatment, which is common in adolescents with erupting second molars. A new series of aligners are usually designed to cover these second molars and some heterotopic or impacted teeth, if any.The change of occlusal relationship may occur, due to mandible growth and/or removal of occlusal interference. Then, a completely new design should be done according to the new and stable occlusal relationship.Bad cooperation in patients, leads to serious off-tracking, and even totally unfitting. A new series of aligners are designed based on current status. +## Treatment outcome +Treatment is complete after waring the final set of aligners, if the treatment objective has been achieved. The criteria for ending CAT are consistent with those for ending traditional fixed orthodontic treatment. At the end of the treatment, the attachments and other auxiliary devices are removed, and retainers are prescribed as usual. +## Retention +Retention is of vital importance to clear aligner treatment. Different modalities of retention can be chosen based on patient-specific characteristics, e.g., periodontal condition, caries vulnerability, etc. Patients should be recalled to check tooth alignment, retainer fitting, and signs of relapse. +## Complications +CAT is associated with some risks to dental and periodontal health. +## Caries +Poor oral hygiene during CAT can disrupt the oral microbiota, leading to white spot lesions or even caries.98 However, compared to patients undergoing fixed orthodontic treatment, patients wearing clear aligners have lower levels of white spot lesions, total bacterial plaque, and cariogenic bacteria in the saliva.99–101 This may be related to the reduced detrimental effect of clear aligners on oral hygiene. +## Root resorption +CAT may lead to root resorption. However, it reported that CAT applied a gentler force, resulting in a lower rate and severity of root resorption, compared to those observed in fixed orthodontic treatment.102–105 Factors such as post-treatment root position (relationship with the cortical bone), extraction, tooth position, and specific tooth movement patterns (intrusion and extrusion) are all risk factors for root resorption, whereas post-treatment root position is most closely related to root resorption.106 Therefore, reducing the risk of root resorption requires limiting root movement within cancellous bone and avoiding unnecessary reciprocal movement. Furthermore, a clear aligner design software with a root-bone system makes the root-bone relationship visible in the digital design, which helps reduce root resorption risks. +## Periodontal damage +Standard orthodontic treatments do not cause periodontal damage. However, orthodontic appliances may increase the difficulty of maintaining oral hygiene, leading to a higher rate of gingivitis and periodontitis. Clinical trials have shown that, compared to fixed orthodontic appliances, clear aligners are more favorable for maintaining periodontal health in patients.107–110 Moreover, for cases with an unsatisfactory periodontal status, design changes can help mitigate these risks by decreasing the speed of tooth movement, reducing teeth coverage by aligners, and prolonging the wearing duration for each set of aligners. Thus, clear aligners are recommended for patients susceptible to gingivitis and/or periodontitis.Meanwhile, alveolar bone defect (fenestration and dehiscence) is also a common complication of orthodontic treatment. A recent study found that the incidence of fenestration in patients treated with clear aligner and fixed appliance was 23.96% and 26.18%, respectively.111 Another investigation also showed that non-extraction CAT was associated with increased presence of alveolar bone dehiscence and fenestration.112 Thus, root-bone relationship should be considered and evaluated carefully, especially arch expansion is designed. +## Relapse +After orthodontic treatment, relapse tends to occur because of incomplete remodeling of the periodontal tissues and muscular system. In the literature, relapse has been mainly linked to occlusal stability, types of tooth movement, root-bone relationships, and the balance of intraoral and extraoral muscle forces, with the type of orthodontic appliance used having minimal impact on relapse risk.113–115 The use of retainers and correction of oral bad habits (such as tongue-thrust swallowing, etc.) are currently considered the most effective measures for reducing relapse risk. +## Conclusion and expectation +The design of clear aligners continues to evolve, taking advantage of the novel materials and insights generated by global big data studies, leading to less difficulty in complex cases treatment, allowing more patients worldwide to achieve better treatment outcome by this technology. A novel clear aligner philosophy—biomechanics-guided, esthetics-driven, periodontium-supported and TMJ-compatible clear aligner therapy (BEPT-CAT)—may be applied in clinical practice to guide aligner treatment planning and execution. Moreover, the possibility of tiny attachments or attachment-free designs may become feasible, further improve patients’ comfort and esthetics during treatment. In the future, individual dental practices may be equipped with devices that allow to 3D-print the elements of the novel designs, further increasing treatment personalization.Advances in science and technology are driving progress in orthodontics. Esthetic, comfortable, convenient, and efficient orthodontic treatment will be realized through digitally oriented invisible aligner technology, bringing CAT into mainstream use. \ No newline at end of file diff --git a/.smallclaw/databases/all_titles.json b/.smallclaw/databases/all_titles.json new file mode 100644 index 0000000..71dda42 --- /dev/null +++ b/.smallclaw/databases/all_titles.json @@ -0,0 +1,1762 @@ +[ + [ + 1, + "Paradoxical Intention (PI) Combined With Hypnosis in the Rapid Treatment of Anxiety Disorders: The Cases of \"Fran\" And \"Emily\"", + "CBT" + ], + [ + 2, + "Paradoxical Intention and Hypnosis for Anxiety Disorders: Cautious Promise and Considerations from a CBT Perspective", + "CBT" + ], + [ + 3, + "Paradoxical Intention: Everywhere and Nowhere All at Once", + "CBT" + ], + [ + 4, + "But Does It Work in Theory? and The Case of Simone: Paradoxical Intention in a Case of Post-Traumatic Panic Disorder", + "CBT" + ], + [ + 5, + "Answering the Call: Qualitative 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"\"The Commitment of a Lifetime\": The Role of Emotionally Focused Couple Therapy in Strengthening Attachment Bonds and Improving Relationship Health in Later-Life Couples—The Teletherapy Case of \"Alice\" and \"Steve\"", + "EFT" + ], + [ + 19, + "Emotionally Focused Couple Therapy with a Late-Life Couple: From Despair to Integrity", + "EFT" + ], + [ + 20, + "The Successful Integration of Emotionally Focused Couple Therapy (EFCT) and Multicultural Theory: Drew Mendelson’s Psychotherapy with \"Alice\" and \"Steve\"", + "EFT" + ], + [ + 21, + "Reflecting on the Themes of Aging, Caregiving, Narrative, and Multiculturalism in the EFCT Case of \"Alice\" and \"Steve\"'", + "EFT" + ], + [ + 22, + "The Many Reasons Why Not to Commit Suicide: The Case of \"Maggie\"", + "Other" + ], + [ + 23, + "Unifying Psychotherapy in Suicide Prevention", + "Other" + ], + [ + 24, + "The Practical Value of a Big-Picture, Metatheoretical, Unified Psychotherapy: Henriques' Unified Theory of Knowledge", + "Other" 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Research: The Case of \"Ronan\"", + "Other" + ], + [ + 48, + "What Can We Learn About Therapeutic Change From Case History Data? The Research Jury Method with the Couple Case of \"Carl\" and \"Sandra\"", + "Other" + ], + [ + 49, + "Commentary—Extending the Boundaries of Systematic Case Study Research: Conceptual and Methodological Issues", + "EFT" + ], + [ + 50, + "Editor's Introduction: The Psychotherapy Case of \"Sharon\" -- A Comparative Analysis Using Contrasting Interpersonal Theories", + "Exposure Therapy" + ], + [ + 51, + "Goals and Design of the Project and Basic Information About Sharon’s Case", + "Exposure Therapy" + ], + [ + 52, + "The Case of Sharon Considered from the Vantage Point of Interpersonal Defense Theory", + "Exposure Therapy" + ], + [ + 53, + "The Case of Sharon Considered from the Vantage Point of Interpersonal Reconstructive Therapy", + "Exposure Therapy" + ], + [ + 54, + "Comparing Interpersonal Defense Theory and Interpersonal Reconstructive Therapy and Their Views of Sharon’s Case", + "Exposure Therapy" + ], + [ + 55, + "Interpersonal Wishes and Fears with Regard to Internalized Attachment Figures: Differing Focus of Two Case Formulation Methods that use SASB", + "Exposure Therapy" + ], + [ + 56, + "How Do We Decide Which of Two Case Formulations Is Correct? Commentary on Westerman and Critchfield et al.", + "Exposure Therapy" + ], + [ + 57, + "Philosophical Considerations and Research Ideas About Comparing the Two Approaches: Messer’s Comments Point the Way Forward", + "Exposure Therapy" + ], + [ + 58, + "Inflexibly Enacted Traditional Masculinity Norms (IE-TMNs) and Their Impact on Adolescent and Young Adult Depression: The Hybrid Case Study of \"Tommy\"", + "Humanistic" + ], + [ + 59, + "Understanding the Role of Inflexibly Enacted Masculinity Norms in Therapy: A Commentary on the Case of \"Tommy\"", + "Exposure Therapy" + ], + [ + 60, + "Reconstructing and/or Deconstructing Masculinity: A Commentary on the Case of \"Tommy\"", + "Other" + ], + [ + 61, + "Treating Masculinity: A Commentary on The Hybrid Case Study of \"Tommy\"", + "Other" + ], + [ + 62, + "Revisiting \"Tommy\": Further Considerations of Best Practices for Addressing Inflexibly Enacted Traditional Masculinity Norms (IE-TMNs) with Boys and Men in Therapy", + "Other" + ], + [ + 63, + "Portrait of a Man Imprisoned in an Altered State of Consciousness: The Case of \"Sean\"", + "Other" + ], + [ + 64, + "Virtual Realities: On Delusion, Shame, and Intersubjectivity", + "CBT" + ], + [ + 65, + "The Keys to the Prison: Michael Garrett's Integrative Approach to the Treatment of Psychosis", + "CBT" + ], + [ + 66, + "Phenomenological, Epistemological, and Integrative Perspectives on the Case of \"Sean\"", + "Integrative" + ], + [ + 67, + "Telephone-Based, Clinician-Guided Self-Help Cognitive Behavioral Therapy for Depression in Parkinson's Disease (dPD): The Responder Cases of \"Alice\" and \"Carl,\" and the Nonresponder Cases of \"Ethan\" and \"Gary\"", + "CBT" + ], + [ + 68, + "Individualizing Evidence-Based Treatment of Neuropsychiatrically Complex Patients: Process-Based Targets for Change in Parkinson’s Depression", + "CBT" + ], + [ + 69, + "Telemental Health During a Global Pandemic: Clinical Lessons from Guided Self-Help, Telephone Therapy Case Studies", + "CBT" + ], + [ + 70, + "Lessons Learned: Conducting Cases of Manualized, Telephone-Based, Cognitive Behavioral Treatment for Depression in Parkinson’s Disease (dPD)", + "CBT" + ], + [ + 71, + "Affect Phobia Therapy for Mild to Moderate Alcohol Use Disorder: The Cases of \"Carey,\" \"Michelle,\" and \"Mary\"", + "Psychodynamic" + ], + [ + 72, + "The Impact of Affect Phobia Therapy (APT) on Alcohol Use Disorders (AUD)—Evaluating Three Case Studies", + "Psychodynamic" + ], + [ + 73, + "The Quest for Causality in Psychotherapy Research", + "Other" + ], + [ + 74, + "Wanting Too Much and Too Soon – The Therapist´s Clinical Perspective", + "Psychodynamic" + ], + [ + 75, + "The Effect of Integrating Music Listening With an Attachment- And Affective-Focused Short-Term Psychotherapy in an Individual With Relational Trauma: The Case of \"James\"", + "AEDP" + ], + [ + 76, + "Integrating Client-Chosen Music in Relational Trauma Treatment: Pathways to the Heart", + "Psychodynamic" + ], + [ + 77, + "A Bridge Over Troubled Water: Commentary on Paul Blimling’s Case of \"James\" Integrating Music Listening into AEDP", + "Psychodynamic" + ], + [ + 78, + "Self-Selected Music for Relational Trauma: Commentary on the Psychotherapy Case of \"James\"", + "Other" + ], + [ + 79, + "Facing the Music: Further Thoughts on Integrating Music into Psychotherapy", + "AEDP" + ], + [ + 80, + "Adapting an Exposure and Response Prevention Manual To Treat Youth Obsessive-Compulsive Disorder and Comorbid Anxiety Disorder: The Case of \"Daniel\"", + "CBT" + ], + [ + 81, + "Forests and Trees: Commentary on the Case of \"Daniel\"", + "CBT" + ], + [ + 82, + "When Psychological Comorbidities Demand Flexibility: Treatment Adaptations for Youth Anxiety Disorders", + "CBT" + ], + [ + 83, + "The Case of \"Daniel\": Flexibly Delivering an Inherently Challenging Treatment in the Face of a Complex Presentation", + "CBT" + ], + [ + 84, + "In the Shadows: On Meta-Awareness and Spiraling Effects in 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A Response to Commentaries by McMullen and Karlin", + "Other" + ], + [ + 99, + "Maria and Andrea: Comparing Positive and Negative Outcome Cases in an Online, Clinician-Guided, Self-Help Intervention for Panic Disorder", + "CBT" + ], + [ + 100, + "Daydreamer and Night Owl: Comparing Positive and Negative Outcome Cases in an Online, Clinician-Guided, Self-Help Intervention for Social Anxiety Disorder", + "CBT" + ], + [ + 101, + "Why Do Some Psychotherapy Clients Get Better Than Others?", + "CBT" + ], + [ + 102, + "Case Studies of Clinician-Guided, Online Therapy: Towards a Fuller Understanding of How and Under What Conditions Such Therapy Works", + "Other" + ], + [ + 103, + "Strengths and Limitations of Internet-Based Cognitive-Behavioral Treatments for Anxiety Disorders", + "CBT" + ], + [ + 104, + "Written Exposure Therapy as Step One in Reducing the Burden of PTSD: The Composite Cases of \"Alex,\" \"Bruno,\" and \"Charles\"", + "Exposure Therapy" + ], + [ + 105, + "Stepped-Care Approaches to Posttraumatic Stress Disorder: Sharpening Tools for the Clinician", + "Exposure Therapy" + ], + [ + 106, + "On the Implementation of Written Exposure Therapy (WET) with Veterans Diagnosed with PTSD", + "Exposure Therapy" + ], + [ + 107, + "Beyond Binary Thinking: Providing Best Practice Treatment to Veterans with PTSD", + "Exposure Therapy" + ], + [ + 108, + "The Case of \"Hiro\": Treating Tourette Syndrome by Comprehensive Behavioral Intervention for Tics (CBIT)", + "CBT" + ], + [ + 109, + "On Protocols and Principles in the Case of Hiro", + "CBT" + ], + [ + 110, + "From Cook to Culinarian: Going Beyond the Manual When Delivering Behavior Therapy to Treat Tourette Disorder", + "CBT" + ], + [ + 111, + "Perspectives on Training Clinicians to Effectively Implement Evidence-based Treatment for Tourette Syndrome", + "CBT" + ], + [ + 112, + "Mechanical/Algorithmic Versus Flexible/Creative Clinical Practice: How Underlying Principles Bridge the Gap", + "CBT" + ], + [ + 113, + "Integrating Time-Limited Dynamic Psychotherapy and a Buddhism-Inspired Aversion/Attachment Model of Client Suffering: The Cases of \"Beth\" and \"Amy\"", + "Mindfulness" + ], + [ + 114, + "On How Psychotherapy Can Be Helpfully Integrated Into Mindfulness Practice", + "Mindfulness" + ], + [ + 115, + "A TLDP Therapist Meets the Buddha on a Road and No One Is Killed", + "Mindfulness" + ], + [ + 116, + "On the Skillful Integration of Buddhist Psychology and Short-Term Dynamic Psychotherapy", + "Mindfulness" + ], + [ + 117, + "A Life-Saving Therapy: The Theory-Building Case of \"Cora\"", + "Exposure Therapy" + ], + [ + 118, + "The Life-Saving Case of \"Cora\": A Rogerian Perspective", + "Humanistic" + ], + [ + 119, + "The Case of \"Cora\": Clinical and Methodological Perspectives", + "Other" + ], + [ + 120, + "Considering \"Cora\"", + "Other" + ], + [ + 121, + "Conceptualizing the Complexity of Change in Psychotherapy: The Case of \"Cora\"", + "Other" + ], + [ + 122, + "The Impact of Implementing an \"Incredible Years\" Group Within a Family Living Unit in a Transitional Living Shelter: The Case of \"Cathy\"", + "ACT" + ], + [ + 123, + "Integrating Early Childhood Mental Health and Trauma-Informed Care for Homeless Families With Young Children", + "Other" + ], + [ + 124, + "Considerations for the Dissemination of Incredible Years in Welfare Systems: Implications of the Case of \"Cathy\" for Intervention in the Foster Care System", + "Other" + ], + [ + 125, + "Further Consideration of Systems, Stigma, Trauma, and Access to Care", + "Other" + ], + [ + 126, + "Getting into the ACT with Psychoanalytic Therapy: The Case of \"Daniel\"", + "CBT" + ], + [ + 127, + "Promoting Psychological Flexibility by Practicing Flexibly: The Therapist as Model", + "Psychodynamic" + ], + [ + 128, + "A Cognitive-Behavioral Perspective on Robert Cohen's Case of \"Daniel\"", + "CBT" + ], + [ + 129, + "Expanding My Perspective on the Case of Daniel", + "CBT" + ], + [ + 130, + "Introduction to Case Study Special Issue -- Case Studies in Japan: Two Methods, Two Worldviews, Part 2", + "Other" + ], + [ + 131, + "Narrative Case Studies and Practice-Based Learning: Reflections on the Case of \"Mr. R\"", + "Other" + ], + [ + 132, + "Discontinuous Change Facilitated by Emotional Expression Through Drawing and the Accurate Verbal Responsiveness of the Therapist", + "Other" + ], + [ + 133, + "On Reading Dr. Kumano's and Dr. McLeod's Commentaries", + "Integrative" + ], + [ + 134, + "Examining the ACT Model in the Case Study of Taro", + "ACT" + ], + [ + 135, + "The Role of Context in the Case of Taro", + "ACT" + ], + [ + 136, + "Acceptance and Commitment Therapy is \"Haruki Murakami\"", + "ACT" + ], + [ + 137, + "事例研究特集号——はじめに 日本における事例研究:2つの方法,2つの世界観 Part2", + "Other" + ], + [ + 138, + "ナラティブ事例研究と実践を基礎とした学び: R氏のケースの省察", + "Other" + ], + [ + 139, + "描画による感情表現と正しい言葉による対応がもたらす非連続的変化", + "Other" + ], + [ + 140, + "熊野先生とマクレオッド先生のコメントを読んで", + "Other" + ], + [ + 141, + "事例研究によるACTモデルの検討", 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A Replicated Treatment-Evaluation", + "ACT" + ], + [ + 151, + "事例研究特集号¯はじめに 日本における事例研究:2つの方法,2つの世界観", + "Other" + ], + [ + 152, + "描画を通したコミュニケーション: 人間不信を標榜しながらも, 他者とのつながりを希求する青年R氏の事例", + "Other" + ], + [ + 153, + "慢性化したうつを抱えた日本人クライエント「太郎」に対する アクセプタンス&コミットメント・セラピー: トリートメント評価による再現可能性検証", + "Other" + ], + [ + 154, + "Using Client-Centered Psychotherapy Embedded Within A Pluralistic Integrative Approach to Help a Client With Executive Dysfunction: The Case of \"Judith\"", + "Humanistic" + ], + [ + 155, + "Providing Psychotherapy to People with Neuropsychological Impairment: Complexities and Issues Raised by the Case of \"Judith\"", + "Humanistic" + ], + [ + 156, + "Perspectives on the Case of \"Judith\"", + "Other" + ], + [ + 157, + "The Case of \"Judith\": A Neuropsychologist's Perspective", + "Other" + ], + [ + 158, + "The Case of \"Judith\": Reflections on Combining a Psychoneurological Perspective Within a Client-Centered and Pluralistic Therapy Framework", + "Humanistic" + ], + [ + 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165, + "Clinical Considerations for Conducting Child-Parent Psychotherapy with Young Children with Developmental Disabilities Who Have Experienced Trauma", + "ACT" + ], + [ + 166, + "Child-Parent Psychotherapy in the Context of the Developmental Disability and Medical Service Systems", + "Other" + ], + [ + 167, + "Targeting Sexual Stigma: The Hybrid Case Study of \"Adam\"", + "CBT" + ], + [ + 168, + "The Hybrid Case Study of \"Adam\": Perspectives from Behavioral Activation and the Influence of Heteronormativity on LGB-Affirmative Therapy", + "Other" + ], + [ + 169, + "Toward Formulating Evidence-Based Principles of LGB-Affirmative Psychotherapy", + "CBT" + ], + [ + 170, + "Clinical Considerations in Working with Clients in the Coming Out Process", + "Other" + ], + [ + 171, + "The Case of \"Adam\": Reflections and Future Directions", + "CBT" + ], + [ + 172, + "The Case of \"Sonia\": Psychotherapy With a Complex, Difficult Patient Grounded in the Integrated Psychotherapy Model of Hector 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Intensive Cognitive-Behavior Group Therapy: A Case-Based Analysis of Mechanisms of Change", + "CBT" + ], + [ + 181, + "Advances and Controversies in the Application of a Modified Version of Cognitive Behavior Therapy for Social Anxiety Disorder", + "CBT" + ], + [ + 182, + "Further Reflections on the Complexities of Therapeutic Change Mechanisms in a Case Study of Social Phobia", + "CBT" + ], + [ + 183, + "\"Cool Kids\" in Denmark: Commentary on a Cognitive-Behavioral Therapy Group for Anxious Youth", + "CBT" + ], + [ + 184, + "\"Cool Kids\" in Denmark: Continuing Reflections on a Cognitive-Behavioral Therapy Group for Anxious Youth", + "CBT" + ], + [ + 185, + "Synergy Among Research, Practice, and Training in Psychotherapy: An Introduction to the Work of Mikael Thastum and His Students at Aarhus University, Denmark", + "CBT" + ], + [ + 186, + "The Anxiety Disorders Clinic for Children and Adolescents (TADCCA) at Aarhus University in Denmark", + "CBT" + ], + [ + 187, + "A \"Cool Kids\" Cognitive-Behavioral Therapy Group for Youth with Anxiety Disorders: Part 1, The Case of Erik", + "CBT" + ], + [ + 188, + "A \"Cool Kids\" Cognitive-Behavioral Therapy Group for Youth with Anxiety Disorders: Part 2, Analysis of the Process and Outcome of Responders Versus Nonresponders", + "CBT" + ], + [ + 189, + "Treating a Mother's Accommodation Behaviors of Her Adult Son's OCD: The Case of \"Brianne\" and \"Charlie\"", + "CBT" + ], + [ + 190, + "Treatment Refusal and Family Accommodation", + "Other" + ], + [ + 191, + "Values-Focused Exposure and Response Prevention in the Treatment of Comorbid Schizophrenia and Obsessive-Compulsive Disorder: The Case of \"Mr. H\"", + "CBT" + ], + [ + 192, + "\"Functional,\" Sub-Clinical Obsessive-Compulsive Symptoms and Their Challenges: The Case of \"Angela\"", + "CBT" + ], + [ + 193, + "Considerations for Modifying Exposure and Response Prevention: The Cases of Mr. H and Angela", + "Exposure Therapy" + ], + [ + 194, + "Editor's Introduction: Combining Pragmatic Case Studies Within a Single Case Experimental Design", + "Exposure Therapy" + ], + [ + 195, + "Exposure and Response Prevention in the Treatment of Body Dysmorphic Disorder: A Case Series", + "Exposure Therapy" + ], + [ + 196, + "\"Selling\" Exposure Therapy", + "Exposure Therapy" + ], + [ + 197, + "Exposure Therapy -- What Is It That We Are Selling?", + "Exposure Therapy" + ], + [ + 198, + "The Management of Narcissistic Vulnerability: Three Case Studies Guided by Stephen Mitchell's Integrated Treatment Model", + "Other" + ], + [ + 199, + "On Tone, Play, and Healing: Commentary on Riordan's Case Studies", + "Other" + ], + [ + 200, + "The Many Complexities in Treating and Studying Narcissism", + "Other" + ], + [ + 201, + "A Personal Perspective on the Treatment of Three Cases of Narcissistic Vulnerability", + "Other" + ], + [ + 202, + "Combining Expressive Writing with an Affect- and Attachment-Focused Psychotherapeutic Approach in the Treatment of a Single-Incident Trauma Survivor: The Case of \"Grace\"", + "AEDP" + ], + [ + 203, + "Assimilative and Theoretical Integration in the Treatment of a Trauma Survivor", + "Other" + ], + [ + 204, + "Assimilative Integration in the Treatment of Trauma", + "AEDP" + ], + [ + 205, + "The Case of \"Grace\"-- A Commentary", + "Other" + ], + [ + 206, + "The Case of Grace: Strategic Rationales Underlying the Therapy Process", + "AEDP" + ], + [ + 207, + "Psychotherapy as a Human Science: Clinical Case Studies Exploring the Abyss of Madness", + "Psychodynamic" + ], + [ + 208, + "Empathy and Otherness: Humanistic and Phenomenological Approaches to Psychotherapy of Severe Mental Illness", + "Humanistic" + ], + [ + 209, + "The Humanity of the Psychotic Patient and the Human Approach by the Therapist: A Relational and Intersubjective Meeting", + "Other" + ], + [ + 210, + "The Abyss of Madness and Human Understanding", + "Psychodynamic" + ], + [ + 211, + "A Key Role for Case Studies: Theory Building", + 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Testing Hypotheses About Therapeutic Factors Through Comparisons of Successful and Unsuccessful Cases", + "DBT" + ], + [ + 225, + "A Promising Strategy for Critically Evaluating Case Studies: Introduction to an Issue on the Adjudicated Case Study Method", + "Other" + ], + [ + 226, + "Real Clinical Trials (RCT') -- Panels of Psychological Inquiry for Transforming Anecdotal Data into Clinical Facts and Validated Judgments: Introduction to a Pilot Test with the Case of \"Anna\"", + "Other" + ], + [ + 227, + "Seeing Beyond the Scars: A Testament to \"Anna\"", + "Psychodynamic" + ], + [ + 228, + "Subjected to Proof: The Advocate's Perspective", + "Other" + ], + [ + 229, + "\"Anna\" and the Panel of Psychological Inquiry: The Critic's Perspective", + "Other" + ], + [ + 230, + "Panel of Psychological Inquiry: The Therapist’s Perspective", + "Psychodynamic" + ], + [ + 231, + "Findings of the Panel of Psychological Inquiry Convened at Saint Michael’s College, May 13, 2008: The Case of \"Anna\"", + "Other" + ], + [ + 232, + "The \"Research Jury Method\": The Application of the Jury Trial Model to Evaluating the Validity of Descriptive and Causal Statements about Psychotherapy Process and Outcome", + "Other" + ], + [ + 233, + "Developing a Systematic Framework for Utilizing Discrete Types of Qualitative Data as Therapy Research Evidence", + "Other" + ], + [ + 234, + "A Diary-Based, Cross-Contextual Case Study Methodology: Background for the Case of \"Jane and Joe\"", + "Other" + ], + [ + 235, + "The Case of \"Jane and Joe\": A Diary-Based, Cross-Contextual Case Study", + "Other" + ], + [ + 236, + "Developing the Adjudicated Case Study Method", + "Other" + ], + [ + 237, + "Editor's Introduction to Issue on Case Formulation and Therapist Responsiveness", + "Other" + ], + [ + 238, + "The Unfolding Case Formulation: The Interplay of Description and Inference", + "CBT" + ], + [ + 239, + "Using Systematic Case Studies to Investigate Therapist Responsiveness: Examples from a Case Series of PTSD Treatments", + "CBT" + ], + [ + 240, + "Languages of Science and the Problem of Applied Clinical Knowledge: A Mixed Methods Appraisal of Eells' Case Formulation Research", + "Exposure Therapy" + ], + [ + 241, + "Case Studies Help Us Read Between the Lines of Manual-Driven Therapy", + "Other" + ], + [ + 242, + "Evaluating Case Formulation Decision-Making and Therapist Responsiveness: A Perspective from the Area of Behavioral Assessment and Case Formulation", + "Other" + ], + [ + 243, + "Pragmatic Clinical Research to Inform the Field of Men's Mental Health: A Commentary on and Extension of Papers by David Edwards and Tracy Eells", + "Other" + ], + [ + 244, + "Treating Posttraumatic Stress Disorder in South Africa: An Integrative Model Grounded in Case-Based Research", + "Integrative" + ], + [ + 245, + "The Assessment and Treatment of Post-Abortion Syndrome: A Systematic Case Study From Southern Africa", + "Other" + ], + [ + 246, + "Trauma, Imagery and the Therapeutic Relationship: Langu's story", + "CBT" + ], + [ + 247, + "What Services and Supports Are Needed to Enable Trauma Survivors to Rebuild Their Lives? Implications of a Systematic Case Study of Cognitive Therapy With a Township Adolescent Girl With PTSD Following Rape", + "CBT" + ], + [ + 248, + "Autobiographical Memory Narratives in Psychotherapy: A Coding System Applied to the Case of Cynthia", + "Other" + ], + [ + 249, + "Rising to the Challenges of Identifying and Analyzing Clients' Narratives", + "Other" + ], + [ + 250, + "Developing a Systematic Procedure for the Assessment of Self-Defining Memories in Psychodynamic Therapy: Promise and Pitfalls", + "Psychodynamic" + ], + [ + 251, + "Toward The Scientific Study of Autobiographical Memory Narratives in Psychotherapy", + "Other" + ], + [ + 252, + "The Persecuting God and the Crucified Self: The Case of Olav and the Transformation of His Pathological Self-Image", + "Other" + ], + [ + 253, + "The Role of Religion and Spirituality in Olav's Treatment and Recovery: Commentary on an Exemplary Case Report", + "Psychodynamic" + ], + [ + 254, + "Psychotherapeutic Change and Spiritual Transformation: The Interaction Effect", + "Psychodynamic" + ], + [ + 255, + "Dissolution of \"The Committee\": Mentalization and Psychic Transformation in the Case Of Olav", + "Psychodynamic" + ], + [ + 256, + "Reflections on Olav's Therapy: The Roles of Religious Experience, Self Psychology, and Mentalization", + "Other" + ], + [ + 257, + "\"Back to the Future\": Narrative Treatment for Post-Traumatic, Acute Stress Disorder in the Case of Paramedic Mr. G", + "Narrative Therapy" + ], + [ + 258, + "\"Back to the Future\" Therapy: Its Present Relevance, Promise, and Implications", + "Other" + ], + [ + 259, + "Acute Stress Disorder and Forms of Narrative Disruption", + "Narrative Therapy" + ], + [ + 260, + "Prepared and Still Surprised", + "Narrative Therapy" + ], + [ + 261, + "The Case of Felix: An Example of Gay-Affirmative, Cognitive-Behavioral Therapy", + "CBT" + ], + [ + 262, + "Capturing (and Communicating) Complexity: Adapting CBT for Clients with Multiple Diversity", + "CBT" + ], + [ + 263, + "The Use of Cognitive-Behavioral Therapy to Promote Authenticity", + "CBT" + ], + [ + 264, + "Key Facets in Felix's Case: The Therapist's Cultural Competency, Masculine Socialization, and Sexual Orientation Stigma", + "CBT" + ], + [ + 265, + "Using Case Studies to Develop Theory: Roadmap to a Dialogue", + "Exposure Therapy" + ], + [ + 266, + "Logical Operations in Theory-Building Case Studies", + "Other" + ], + [ + 267, + "Lurching Toward Theory: The Case of Case Study Research in Conflict Mediation", + "Other" + ], + [ + 268, + "Forensic Evaluations Advance Scientific Theory: Assessing Causation of Harm", + "Other" + ], + [ + 269, + "What Can We Learn from Case Studies? 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+ "Other" + ], + [ + 281, + "The Case of Ms. Q: A Demonstration of Integrative Psychotherapy Guided by \"Core Clinical Hypotheses\"", + "Integrative" + ], + [ + 282, + "A Contribution to Psychotherapy Integration", + "Integrative" + ], + [ + 283, + "Issues in the Development, Practice, Training, and Research of Integrative Therapies", + "Integrative" + ], + [ + 284, + "\"A New Therapy for Each Patient\": Integrative Case Formulation and Treatment in the Case of Ms. Q", + "Integrative" + ], + [ + 285, + "Where Does the \"Core Clinical Hypotheses\" Model Fit Among Models of Integrative Psychotherapy?", + "Integrative" + ], + [ + 286, + "A Novel Group Therapeutic Format in Cognitive Behavioral Treatment for Clients with Social Phobia in a Training Setting: A Case Study of One Treatment Group with Nine Clients", + "CBT" + ], + [ + 287, + "Handling Multiple Levels of Data and Multiple Research Questions in an Embedded Case Study: Methodological Challenges", + "CBT" + ], + [ + 288, + "When 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+ [ + 297, + "Meaning and Pragmatism in OCD Treatment", + "CBT" + ], + [ + 298, + "An \"Incurable\" Schizophrenic: The Case of Mr. X", + "Psychodynamic" + ], + [ + 299, + "From \"Incurable\" Schizophrenic to Person in Recovery: A Not So Uncommon Story", + "Psychodynamic" + ], + [ + 300, + "Psychotherapy Can Be Helpful for Schizophrenics", + "Psychodynamic" + ], + [ + 301, + "Karon's Case of \"Mr. X\" and the \"International Society for the Psychological Treatments of Schizophrenia and Other Psychoses\" (ISPS)", + "Psychodynamic" + ], + [ + 302, + "Psychotherapy of Schizophrenia Works", + "Psychodynamic" + ], + [ + 303, + "Story of \"Hope\": Successful Treatment of Obsessive Compulsive Disorder", + "CBT" + ], + [ + 304, + "Systematic Evaluation to Improve the Quality of Patient Care: From Hope to Hopeful", + "Other" + ], + [ + 305, + "The Case of Hope: \"Evidence-Based Practice\" (EBT) in Action", + "Other" + ], + [ + 306, + "Evidence-Based Practice in the Treatment of OCD", + "Other" + ], + [ + 307, + "Integrating Cognitive-Behavioral and Cognitive-Interpersonal Case Formulations: A Case Study of a Chinese American Male", + "CBT" + ], + [ + 308, + "Considering Culture One Client at a Time: Maximizing the Cultural Exchange", + "CBT" + ], + [ + 309, + "Being Culturally Sensitive is Not the Same as Being Culturally Competent", + "CBT" + ], + [ + 310, + "Psychodynamic-Interpersonal Supervision of Liu's Case of TC", + "Psychodynamic" + ], + [ + 311, + "Teaching Clinical Competence", + "Other" + ], + [ + 312, + "Dynamic Sizing, Multidimensional Identities, & Clinical Supervision", + "Other" + ], + [ + 313, + "Empirically-Based Outpatient Treatment for a Patient at Risk for Suicide: The Case of \"John\"", + "Other" + ], + [ + 314, + "A Model Case of Suicide Intervention", + "Other" + ], + [ + 315, + "Integrating Treatments for Suicidal Patients into an Effective Package", + "Integrative" + ], + [ + 316, + "Applying Theory and Science to the Treatment of Suicide Risk", + "Other" + ], + [ + 317, + "Seeking an Equal Place at the Therapy Research Table: An Introduction to a Series on the Pragmatic Case Study Method", + "Psychodynamic" + ], + [ + 318, + "Collaborative Versus Adversarial Stances in Scientific Discourse: Implications for the Role of Systematic Case Studies in the Development of Evidence-Based Practice in Psychotherapy", + "Other" + ], + [ + 319, + "Generating and Generalizing Knowledge about Psychotherapy from Pragmatic Case Studies", + "Other" + ], + [ + 320, + "Psychoanalytic Case Studies and the Pragmatic Case Study Method", + "Psychodynamic" + ], + [ + 321, + "Two Babies in Two Bathtubs -- Don't Throw Out Either, But Rather Advance Both: Discussion of Edwards, Eells, and Messer Papers", + "Other" + ], + [ + 322, + "Finding Legitimacy for Case Study Knowledge: Introduction to a Trialogue in 4 Rounds", + "Other" + ], + [ + 323, + "Round 1: Does Case Study Knowledge Need a New Epistemology?", + "Other" + ], + [ + 324, + "Round 2A: Finding Objectivity and Causality in Pragmatism -- A Response to Held", + "Other" + ], + [ + 325, + "Round 2B: Facing Human Suffering -- A Response to Held", + "Other" + ], + [ + 326, + "Round 3: Regarding Objectivity and Causality -- A Rejoinder to Fishman and Miller", + "Other" + ], + [ + 327, + "Round 4A: Not a Knock-Out Punch, But Rather a Call For Pluralism -- A Further Reply to Held", + "Other" + ], + [ + 328, + "Round 4B: How Real Is Clinical Wisdom? A Further Reply to Held", + "Other" + ], + [ + 329, + "Pragmatic Case Studies and Evidence-Based Treatment: Research and Clinical Applications of a Computerized Outcomes Management System", + "Other" + ], + [ + 330, + "Empirical Evaluation of the Utility and Effectiveness of Clinically Flexible Application in Evidence-Based Treatments", + "Other" + ], + [ + 331, + "Technology to Support the Clinical Management of Psychotherapy Cases: Commentary on the Polaris-MH", + "Other" + ], + [ + 332, + "Practice-Based Evidence and Evidence-Based Practice: The Evidence for Outcomes Management", + "Other" + ], + [ + 333, + "Hypnosis in the Desensitization of Fears of Dying", + "Hypnosis" + ], + [ + 334, + "Two Cases, One Good Therapist", + "CBT" + ], + [ + 335, + "How Clinicians Learn to Integrate Hypnotic Tactics and Strategies into Psychotherapeutic Interventions", + "Hypnosis" + ], + [ + 336, + "Rapid Change and Clinical Empiricism", + "Hypnosis" + ], + [ + 337, + "Identifying and Targeting Idiosyncratic Cognitive Processes in Group Therapy for Social Phobia: The Case of Vumile", + "CBT" + ], + [ + 338, + "APPENDICES FOR Identifying and Targeting Idiosyncratic Cognitive Processes in Group Therapy for Social Phobia: The Case of Vumile", + "CBT" + ], + [ + 339, + "Evaluating Adherence and Flexibility in the Use of a Manual in Clinical Practice", + "Other" + ], + [ + 340, + "A Yeoman's Job in Developing, Refining, Revising, and Executing a Manualized Group Version of the Clark and Wells (1995) Model, Although More Remains To Be Done", + "Other" + ], + [ + 341, + "The Case Of Vumile: Breathing Life Into a Manual and Model", + "Other" + ], + [ + 342, + "How the Case of Vumile Contributes to the Evidence Base for Cognitive Therapy with Social Phobia as an Empirically Grounded Clinical Intervention", + "CBT" + ], + [ + 343, + "The Case of \"CG\": Balancing Supportive and Insight-Oriented, Psychodynamic Therapy with a Client Undergoing Intense Life Stresses", + "Psychodynamic" + ], + [ + 344, + "Placing Psychotherapy Case Studies within the Framework of the APA Evidence-Based Practice in Psychology (EBPP) Model", + "Psychodynamic" + ], + [ + 345, + "Adding Supporting Evidence and Eliminating Extraneous Bio-Medical Constructs from the Psychodynamic Case Study", + "Psychodynamic" + ], + [ + 346, + "The Roles of the EBPP Model and of Bio-Medical Approaches in Psychodynamic Therapy", + "Psychodynamic" + ], + [ + 347, + "Three American Troops in Iraq: Evaluation of a Brief Exposure Therapy Treatment", + "Exposure Therapy" + ], + [ + 348, + "Commentary -- Bringing Home the Psychological Immediacy of the Iraqi Battlefield", + "Exposure Therapy" + ], + [ + 349, + "Commentary -- Towards Formalizing a Very Promising Treatment", + "CBT" + ], + [ + 350, + "Response to Commentaries -- The Scientist-Practitioner on the Front Line: Development and Formalization of Evidenced-Based Interventions on the Battlefield", + "Other" + ], + [ + 351, + "The Case of \"Ben\": A Flexible, Holistic Application of Multimodal Therapy", + "Integrative" + ], + [ + 352, + "Editor's Introduction to PCSP - From Single Case to Database: A New Method for Enhancing Psychotherapy Practice", + "CBT" + ] +] \ No newline at end of file diff --git a/.smallclaw/databases/batch_1.json b/.smallclaw/databases/batch_1.json new file mode 100644 index 0000000..87561d3 --- /dev/null +++ b/.smallclaw/databases/batch_1.json @@ -0,0 +1 @@ +[[1, "Paradoxical Intention (PI) Combined With Hypnosis in the Rapid Treatment of Anxiety Disorders: The Cases of \"Fran\" And \"Emily\"", "CBT"], [2, "Paradoxical Intention and Hypnosis for Anxiety Disorders: Cautious Promise and Considerations from a CBT Perspective", "CBT"], [3, "Paradoxical Intention: Everywhere and Nowhere All at Once", "CBT"], [4, "But Does It Work in Theory? and The Case of Simone: Paradoxical Intention in a Case of Post-Traumatic Panic Disorder", "CBT"], [5, "Answering the Call: Qualitative Analysis of an Exceptional Therapist Seeing the Mini-Cases of “Anne,” “Mel,” and “Susan”", "Other"], [6, "Short-Term Psychodynamic Psychotherapy (STPP) for Obsessive-Compulsive Disorder (OCD): The Hybrid Case of \"Serena\"", "CBT"], [7, "The Ambiguity of Being Alive: Turning an Existential Lens to the Case of \"Serena\"", "Psychodynamic"], [8, "Enhancing Manualized Short-Term Psychodynamic Treatment for OCD by Considering Developmental and Modern Structural Theories", "Psychodynamic"], [9, "Integrating Existentialism and Modern Structural Theory into Short-Term Psychodynamic Psychotherapy for OCD", "Psychodynamic"], [10, "Regulation Focused Psychotherapy for Children (RFP-C) with Externalizing Behaviors: Comparing the Successful Case of \"Jack,\" and the Unsuccessful Case of \"Oliver\"", "Other"], [11, "Insights from a Dual Case Study of Regulation Focused Psychotherapy for Children (RFP-C) with Externalizing Behaviors: The Cases of \"Jack\" and \"Oliver\"", "Other"], [12, "Comparing Parent Child Interaction Therapy (PCIT) to Regulation Focused Psychotherapy for Children (RFP-C) with Externalizing Behavior Problems: The Cases of \"Jack\" and \"Oliver\"", "Other"], [13, "Reflections on Methods, Therapeutic Alliance, and Possibilities for Psychotherapy Integration in the RFP-C Cases of \"Jack\" and \"Oliver\"", "Other"], [14, "Addressing Child Maltreatment by Infusing Multicultural, Feminist Tenets to Standard Clinical Approaches: The Cases of “Bashiir” and “Jaquann”", "Other"], [15, "Working with Siblings in the Treatment of Traumatized Youth", "Other"], [16, "An Ecological Exploration of Addressing Child Maltreatment", "Other"], [17, "Embracing Deliberate Practice and Cultural Humility to Deepen Our Understanding of the Multicultural Feminist Approach: The Cases of “Bashiir” and “Jaquann”", "Other"], [18, "\"The Commitment of a Lifetime\": The Role of Emotionally Focused Couple Therapy in Strengthening Attachment Bonds and Improving Relationship Health in Later-Life Couples—The Teletherapy Case of \"Alice\" and \"Steve\"", "EFT"], [19, "Emotionally Focused Couple Therapy with a Late-Life Couple: From Despair to Integrity", "EFT"], [20, "The Successful Integration of Emotionally Focused Couple Therapy (EFCT) and Multicultural Theory: Drew Mendelson’s Psychotherapy with \"Alice\" and \"Steve\"", "EFT"], [21, "Reflecting on the Themes of Aging, Caregiving, Narrative, and Multiculturalism in the EFCT Case of \"Alice\" and \"Steve\"'", "EFT"], [22, "The Many Reasons Why Not to Commit Suicide: The Case of \"Maggie\"", "Other"], [23, "Unifying Psychotherapy in Suicide Prevention", "Other"], [24, "The Practical Value of a Big-Picture, Metatheoretical, Unified Psychotherapy: Henriques' Unified Theory of Knowledge", "Other"], [25, "Summarizing and Clarifying the Unified Approach", "Other"], [26, "The Role of Exposure Therapy in Accelerated Experiential Dynamic Psychotherapy: The Case of \"Chris\"", "CBT"], [27, "Maximizing Exposure's Benefit: Making it Possible, Bearable and Fruitful", "AEDP"], [28, "The Case of \"Chris\" through a Principle-Based and Alliance-Focused Lens", "AEDP"], [29, "Additional Perspectives on the Case of \"Chris\"", "CBT"], [30, "Existential Psychotherapy in a Deep Cultural Context: The Case of “Keo”", "Other"]] \ No newline at end of file diff --git a/.smallclaw/databases/batch_10.json b/.smallclaw/databases/batch_10.json new file mode 100644 index 0000000..24a248c --- /dev/null +++ b/.smallclaw/databases/batch_10.json @@ -0,0 +1 @@ +[[271, "On Systematizing Theory-Building Case Studies", "Other"], [272, "The Logic of Case-Study Methodology", "Other"], [273, "The Logic of Theory and the Logic of Practice", "Other"], [274, "Evaluating the Philosophies of Theory-Building in Case Studies", "Other"], [275, "Logic, Hermeneutics, or Both?", "Other"], [276, "Individualizing Exposure Therapy for PTSD: The Case of Caroline", "Exposure Therapy"], [277, "Plan Analysis in Action", "CBT"], [278, "Manualized Psychotherapies in the \"Real World\"", "Other"], [279, "Prolonged Exposure (PE) for Treatment of Childhood Sexual Abuse-Related PTSD: Do We Need to Augment It?", "Other"], [280, "Between Manualized Treatments and Principle-Guided Psychotherapy: Illustration in the Case of Caroline", "Other"], [281, "The Case of Ms. Q: A Demonstration of Integrative Psychotherapy Guided by \"Core Clinical Hypotheses\"", "Integrative"], [282, "A Contribution to Psychotherapy Integration", "Integrative"], [283, "Issues in the Development, Practice, Training, and Research of Integrative Therapies", "Integrative"], [284, "\"A New Therapy for Each Patient\": Integrative Case Formulation and Treatment in the Case of Ms. Q", "Integrative"], [285, "Where Does the \"Core Clinical Hypotheses\" Model Fit Among Models of Integrative Psychotherapy?", "Integrative"], [286, "A Novel Group Therapeutic Format in Cognitive Behavioral Treatment for Clients with Social Phobia in a Training Setting: A Case Study of One Treatment Group with Nine Clients", "CBT"], [287, "Handling Multiple Levels of Data and Multiple Research Questions in an Embedded Case Study: Methodological Challenges", "CBT"], [288, "When Novice Therapists Meet Their First Patients: Reflections and Questions on Training in CBT", "CBT"], [289, "Further Reflections on the Therapy Training Program in Aarhus, and the Role of Case Studies in Psychotherapy Research", "CBT"], [290, "Deconstructing Demons: The Case of Geoffrey", "CBT"], [291, "Adapting Older Adults to Cognitive Behavior Therapy and Vice Versa: The Case of Geoffrey", "CBT"], [292, "New Wine in Old Bottles: The Transdiagnostic Model in the Case of Geoffrey", "CBT"], [293, "Balancing Between Empirically-Supported Methods and Individualized Treatment Design in the Case of Geoffrey", "CBT"], [294, "Targeting Catholic Rituals as Symptoms of Obsessive Compulsive Disorder: A Cognitive-Behavioral and Psychodynamic, Assimilative Integrationist Approach", "CBT"], [295, "On the Nature and Treatment of Scrupulosity", "CBT"], [296, "Treatment Paradigms in Psychology", "CBT"], [297, "Meaning and Pragmatism in OCD Treatment", "CBT"], [298, "An \"Incurable\" Schizophrenic: The Case of Mr. X", "Psychodynamic"], [299, "From \"Incurable\" Schizophrenic to Person in Recovery: A Not So Uncommon Story", "Psychodynamic"], [300, "Psychotherapy Can Be Helpful for Schizophrenics", "Psychodynamic"]] \ No newline at end of file diff --git a/.smallclaw/databases/batch_11.json b/.smallclaw/databases/batch_11.json new file mode 100644 index 0000000..65700b8 --- /dev/null +++ b/.smallclaw/databases/batch_11.json @@ -0,0 +1 @@ +[[301, "Karon's Case of \"Mr. X\" and the \"International Society for the Psychological Treatments of Schizophrenia and Other Psychoses\" (ISPS)", "Psychodynamic"], [302, "Psychotherapy of Schizophrenia Works", "Psychodynamic"], [303, "Story of \"Hope\": Successful Treatment of Obsessive Compulsive Disorder", "CBT"], [304, "Systematic Evaluation to Improve the Quality of Patient Care: From Hope to Hopeful", "Other"], [305, "The Case of Hope: \"Evidence-Based Practice\" (EBT) in Action", "Other"], [306, "Evidence-Based Practice in the Treatment of OCD", "Other"], [307, "Integrating Cognitive-Behavioral and Cognitive-Interpersonal Case Formulations: A Case Study of a Chinese American Male", "CBT"], [308, "Considering Culture One Client at a Time: Maximizing the Cultural Exchange", "CBT"], [309, "Being Culturally Sensitive is Not the Same as Being Culturally Competent", "CBT"], [310, "Psychodynamic-Interpersonal Supervision of Liu's Case of TC", "Psychodynamic"], [311, "Teaching Clinical Competence", "Other"], [312, "Dynamic Sizing, Multidimensional Identities, & Clinical Supervision", "Other"], [313, "Empirically-Based Outpatient Treatment for a Patient at Risk for Suicide: The Case of \"John\"", "Other"], [314, "A Model Case of Suicide Intervention", "Other"], [315, "Integrating Treatments for Suicidal Patients into an Effective Package", "Integrative"], [316, "Applying Theory and Science to the Treatment of Suicide Risk", "Other"], [317, "Seeking an Equal Place at the Therapy Research Table: An Introduction to a Series on the Pragmatic Case Study Method", "Psychodynamic"], [318, "Collaborative Versus Adversarial Stances in Scientific Discourse: Implications for the Role of Systematic Case Studies in the Development of Evidence-Based Practice in Psychotherapy", "Other"], [319, "Generating and Generalizing Knowledge about Psychotherapy from Pragmatic Case Studies", "Other"], [320, "Psychoanalytic Case Studies and the Pragmatic Case Study Method", "Psychodynamic"], [321, "Two Babies in Two Bathtubs -- Don't Throw Out Either, But Rather Advance Both: Discussion of Edwards, Eells, and Messer Papers", "Other"], [322, "Finding Legitimacy for Case Study Knowledge: Introduction to a Trialogue in 4 Rounds", "Other"], [323, "Round 1: Does Case Study Knowledge Need a New Epistemology?", "Other"], [324, "Round 2A: Finding Objectivity and Causality in Pragmatism -- A Response to Held", "Other"], [325, "Round 2B: Facing Human Suffering -- A Response to Held", "Other"], [326, "Round 3: Regarding Objectivity and Causality -- A Rejoinder to Fishman and Miller", "Other"], [327, "Round 4A: Not a Knock-Out Punch, But Rather a Call For Pluralism -- A Further Reply to Held", "Other"], [328, "Round 4B: How Real Is Clinical Wisdom? A Further Reply to Held", "Other"], [329, "Pragmatic Case Studies and Evidence-Based Treatment: Research and Clinical Applications of a Computerized Outcomes Management System", "Other"], [330, "Empirical Evaluation of the Utility and Effectiveness of Clinically Flexible Application in Evidence-Based Treatments", "Other"]] \ No newline at end of file diff --git a/.smallclaw/databases/batch_12.json b/.smallclaw/databases/batch_12.json new file mode 100644 index 0000000..b0312ff --- /dev/null +++ b/.smallclaw/databases/batch_12.json @@ -0,0 +1 @@ +[[331, "Technology to Support the Clinical Management of Psychotherapy Cases: Commentary on the Polaris-MH", "Other"], [332, "Practice-Based Evidence and Evidence-Based Practice: The Evidence for Outcomes Management", "Other"], [333, "Hypnosis in the Desensitization of Fears of Dying", "Hypnosis"], [334, "Two Cases, One Good Therapist", "CBT"], [335, "How Clinicians Learn to Integrate Hypnotic Tactics and Strategies into Psychotherapeutic Interventions", "Hypnosis"], [336, "Rapid Change and Clinical Empiricism", "Hypnosis"], [337, "Identifying and Targeting Idiosyncratic Cognitive Processes in Group Therapy for Social Phobia: The Case of Vumile", "CBT"], [338, "APPENDICES FOR Identifying and Targeting Idiosyncratic Cognitive Processes in Group Therapy for Social Phobia: The Case of Vumile", "CBT"], [339, "Evaluating Adherence and Flexibility in the Use of a Manual in Clinical Practice", "Other"], [340, "A Yeoman's Job in Developing, Refining, Revising, and Executing a Manualized Group Version of the Clark and Wells (1995) Model, Although More Remains To Be Done", "Other"], [341, "The Case Of Vumile: Breathing Life Into a Manual and Model", "Other"], [342, "How the Case of Vumile Contributes to the Evidence Base for Cognitive Therapy with Social Phobia as an Empirically Grounded Clinical Intervention", "CBT"], [343, "The Case of \"CG\": Balancing Supportive and Insight-Oriented, Psychodynamic Therapy with a Client Undergoing Intense Life Stresses", "Psychodynamic"], [344, "Placing Psychotherapy Case Studies within the Framework of the APA Evidence-Based Practice in Psychology (EBPP) Model", "Psychodynamic"], [345, "Adding Supporting Evidence and Eliminating Extraneous Bio-Medical Constructs from the Psychodynamic Case Study", "Psychodynamic"], [346, "The Roles of the EBPP Model and of Bio-Medical Approaches in Psychodynamic Therapy", "Psychodynamic"], [347, "Three American Troops in Iraq: Evaluation of a Brief Exposure Therapy Treatment", "Exposure Therapy"], [348, "Commentary -- Bringing Home the Psychological Immediacy of the Iraqi Battlefield", "Exposure Therapy"], [349, "Commentary -- Towards Formalizing a Very Promising Treatment", "CBT"], [350, "Response to Commentaries -- The Scientist-Practitioner on the Front Line: Development and Formalization of Evidenced-Based Interventions on the Battlefield", "Other"], [351, "The Case of \"Ben\": A Flexible, Holistic Application of Multimodal Therapy", "Integrative"], [352, "Editor's Introduction to PCSP - From Single Case to Database: A New Method for Enhancing Psychotherapy Practice", "CBT"]] \ No newline at end of file diff --git a/.smallclaw/databases/batch_2.json b/.smallclaw/databases/batch_2.json new file mode 100644 index 0000000..571170e --- /dev/null +++ b/.smallclaw/databases/batch_2.json @@ -0,0 +1 @@ +[[31, "Musings on the Case of \"Keo\" From a Person-Centered Point of View, With a Focus on Therapist Responsiveness", "Humanistic"], [32, "Existential Psychotherapy in a Community Context: The Inspiring Case of \"Keo\"", "Humanistic"], [33, "Theoretical, Clinical, Practical, and Personal Reflections on the Case of \"Keo\"", "Humanistic"], [34, "Kelly’s Circle of Safety and Healing: An Extended Schema Therapy Narrative and Interpretative Investigation", "Schema Therapy"], [35, "The Reconstructive Play of Memory: Commentary on David Edwards’ Case Study of Schema Therapy", "Schema Therapy"], [36, "Applying the Schema Therapy Approach of Edwards’ Case of Kelly to Patients With Dissociative Identity Disorder (DID): The Cases of Susie and Anna", "Schema Therapy"], [37, "Parts of the Self, Schema Modes, Alters, and Narrative and Pre-Narrative Selves: Understanding and Working With Multiplicity", "Schema Therapy"], [38, "A Sequenced, Relationship-Based Approach to the Treatment of Complex Posttraumatic Stress Disorder (CPTSD): The Hybrid Case Study of \"Chloe\"", "AEDP"], [39, "Sequenced Relationship-Based Psychotherapy for Complex Posttraumatic Stress Disorder: Commentary on the Application of the Model to the Hybrid Case of \"Chloe\"", "Other"], [40, "Mentalization—A Uniting Thread in the Treatment of Complex Posttraumatic Stress Disorder (CPTSD): Commentary on Phoebe Shepard’s Case Study of \"Chloe\"]", "Psychodynamic"], [41, "Revisiting the Case of “Chloe”: Reflections on the Treatment of a Survivor of Complex Trauma", "Psychodynamic"], [42, "A Short-Term Training Clinic Model for Dialectical Behavior Therapy (DBT) in Treating Borderline Personality Disorder (BPD): The Case of \"Jane\"", "DBT"], [43, "Finding a Dialectical Balance Between Process and Procedure", "Other"], [44, "Secondary Targets Are Not So Secondary: Commentary on Michael Marks' Case Study of \"Jane\"", "Other"], [45, "The Many Layers of Complexity in DBT: Reconstructing a Crucial Theme in the Therapy of \"Jane\"", "DBT"], [46, "The Adjudicated Case Study Method, Part 2: Editor’s Introduction", "Other"], [47, "Further Developments in the Panel of Psychological Inquiry Method of Case Study Research: The Case of \"Ronan\"", "Other"], [48, "What Can We Learn About Therapeutic Change From Case History Data? The Research Jury Method with the Couple Case of \"Carl\" and \"Sandra\"", "Other"], [49, "Commentary—Extending the Boundaries of Systematic Case Study Research: Conceptual and Methodological Issues", "EFT"], [50, "Editor's Introduction: The Psychotherapy Case of \"Sharon\" -- A Comparative Analysis Using Contrasting Interpersonal Theories", "Exposure Therapy"], [51, "Goals and Design of the Project and Basic Information About Sharon’s Case", "Exposure Therapy"], [52, "The Case of Sharon Considered from the Vantage Point of Interpersonal Defense Theory", "Exposure Therapy"], [53, "The Case of Sharon Considered from the Vantage Point of Interpersonal Reconstructive Therapy", "Exposure Therapy"], [54, "Comparing Interpersonal Defense Theory and Interpersonal Reconstructive Therapy and Their Views of Sharon’s Case", "Exposure Therapy"], [55, "Interpersonal Wishes and Fears with Regard to Internalized Attachment Figures: Differing Focus of Two Case Formulation Methods that use SASB", "Exposure Therapy"], [56, "How Do We Decide Which of Two Case Formulations Is Correct? Commentary on Westerman and Critchfield et al.", "Exposure Therapy"], [57, "Philosophical Considerations and Research Ideas About Comparing the Two Approaches: Messer’s Comments Point the Way Forward", "Exposure Therapy"], [58, "Inflexibly Enacted Traditional Masculinity Norms (IE-TMNs) and Their Impact on Adolescent and Young Adult Depression: The Hybrid Case Study of \"Tommy\"", "Humanistic"], [59, "Understanding the Role of Inflexibly Enacted Masculinity Norms in Therapy: A Commentary on the Case of \"Tommy\"", "Exposure Therapy"], [60, "Reconstructing and/or Deconstructing Masculinity: A Commentary on the Case of \"Tommy\"", "Other"]] \ No newline at end of file diff --git a/.smallclaw/databases/batch_3.json b/.smallclaw/databases/batch_3.json new file mode 100644 index 0000000..911369a --- /dev/null +++ b/.smallclaw/databases/batch_3.json @@ -0,0 +1 @@ +[[61, "Treating Masculinity: A Commentary on The Hybrid Case Study of \"Tommy\"", "Other"], [62, "Revisiting \"Tommy\": Further Considerations of Best Practices for Addressing Inflexibly Enacted Traditional Masculinity Norms (IE-TMNs) with Boys and Men in Therapy", "Other"], [63, "Portrait of a Man Imprisoned in an Altered State of Consciousness: The Case of \"Sean\"", "Other"], [64, "Virtual Realities: On Delusion, Shame, and Intersubjectivity", "CBT"], [65, "The Keys to the Prison: Michael Garrett's Integrative Approach to the Treatment of Psychosis", "CBT"], [66, "Phenomenological, Epistemological, and Integrative Perspectives on the Case of \"Sean\"", "Integrative"], [67, "Telephone-Based, Clinician-Guided Self-Help Cognitive Behavioral Therapy for Depression in Parkinson's Disease (dPD): The Responder Cases of \"Alice\" and \"Carl,\" and the Nonresponder Cases of \"Ethan\" and \"Gary\"", "CBT"], [68, "Individualizing Evidence-Based Treatment of Neuropsychiatrically Complex Patients: Process-Based Targets for Change in Parkinson’s Depression", "CBT"], [69, "Telemental Health During a Global Pandemic: Clinical Lessons from Guided Self-Help, Telephone Therapy Case Studies", "CBT"], [70, "Lessons Learned: Conducting Cases of Manualized, Telephone-Based, Cognitive Behavioral Treatment for Depression in Parkinson’s Disease (dPD)", "CBT"], [71, "Affect Phobia Therapy for Mild to Moderate Alcohol Use Disorder: The Cases of \"Carey,\" \"Michelle,\" and \"Mary\"", "Psychodynamic"], [72, "The Impact of Affect Phobia Therapy (APT) on Alcohol Use Disorders (AUD)—Evaluating Three Case Studies", "Psychodynamic"], [73, "The Quest for Causality in Psychotherapy Research", "Other"], [74, "Wanting Too Much and Too Soon – The Therapist´s Clinical Perspective", "Psychodynamic"], [75, "The Effect of Integrating Music Listening With an Attachment- And Affective-Focused Short-Term Psychotherapy in an Individual With Relational Trauma: The Case of \"James\"", "AEDP"], [76, "Integrating Client-Chosen Music in Relational Trauma Treatment: Pathways to the Heart", "Psychodynamic"], [77, "A Bridge Over 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Spiraling Effects in Psychotherapy—Commentary on Louis Sass’s Commentary on Diana Fosha’s Commentary on Nicole Vigoda Gonzalez’s Case of \"Rosa\"", "AEDP"], [86, "Moment-to-Moment Guidance of Clinical Interventions by AEDP’s Healing-Oriented Transformational Phenomenology: Commentary on Vigoda Gonzalez’s (2018) Case of \"Rosa\"", "AEDP"], [87, "Introduction to Commentaries on Sociocultural Identity, Trauma Treatment, and AEDP Through the Lens of Bilingualism in the Case of “Rosa”", "AEDP"], [88, "The Case of \"Rosa\": Exploring Socio-Cultural Identities in Treatment", "Other"], [89, "The Case of “Rosa”: The Importance of Specificity in Our Quest to Integrate Cultural Competence in Practice", "Psychodynamic"], [90, "The Case of “Rosa”: AEDP in the Realm of Cultural Diversity—One's New Language as a Vehicle for Exploring New Aspects of Identity", "AEDP"]] \ No newline at end of file diff --git a/.smallclaw/databases/batch_4.json b/.smallclaw/databases/batch_4.json new file mode 100644 index 0000000..76cae5a --- /dev/null +++ b/.smallclaw/databases/batch_4.json @@ -0,0 +1 @@ +[[91, "The Merits of Integrating Accelerated Experiential Dynamic Psychotherapy and Cultural Competence Strategies in the Treatment of Relational Trauma: The Case of \"Rosa\"", "Psychodynamic"], [92, "Case Studies in Accelerated Experiential Dynamic Psychotherapy (AEDP):Reflections on the Case of \"Rosa\"", "Psychodynamic"], [93, "AEDP and Cultural Competence in Developmental Trauma Treatment", "Psychodynamic"], [94, "The Case of \"Rosa\": Reflections on the Treatment of a Survivor of Relational Trauma", "Psychodynamic"], [95, "Metaphoric Tasks in Psychotherapy: Case Studies of \"Margie's\" Self-Image and \"Amy's\" Pain", "Hypnosis"], [96, "When Skill and Wisdom Merge", "Other"], [97, "Metaphor, Verstehen or Neither: A Reflection on Hypnotic Analgesia and Active Ingredients in Psychotherapy", "CBT"], [98, "What Are Case Studies Good For? 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Therapy"], [106, "On the Implementation of Written Exposure Therapy (WET) with Veterans Diagnosed with PTSD", "Exposure Therapy"], [107, "Beyond Binary Thinking: Providing Best Practice Treatment to Veterans with PTSD", "Exposure Therapy"], [108, "The Case of \"Hiro\": Treating Tourette Syndrome by Comprehensive Behavioral Intervention for Tics (CBIT)", "CBT"], [109, "On Protocols and Principles in the Case of Hiro", "CBT"], [110, "From Cook to Culinarian: Going Beyond the Manual When Delivering Behavior Therapy to Treat Tourette Disorder", "CBT"], [111, "Perspectives on Training Clinicians to Effectively Implement Evidence-based Treatment for Tourette Syndrome", "CBT"], [112, "Mechanical/Algorithmic Versus Flexible/Creative Clinical Practice: How Underlying Principles Bridge the Gap", "CBT"], [113, "Integrating Time-Limited Dynamic Psychotherapy and a Buddhism-Inspired Aversion/Attachment Model of Client Suffering: The Cases of \"Beth\" and \"Amy\"", "Mindfulness"], [114, "On How Psychotherapy Can Be Helpfully Integrated Into Mindfulness Practice", "Mindfulness"], [115, "A TLDP Therapist Meets the Buddha on a Road and No One Is Killed", "Mindfulness"], [116, "On the Skillful Integration of Buddhist Psychology and Short-Term Dynamic Psychotherapy", "Mindfulness"], [117, "A Life-Saving Therapy: The Theory-Building Case of \"Cora\"", "Exposure Therapy"], [118, "The Life-Saving Case of \"Cora\": A Rogerian Perspective", "Humanistic"], [119, "The Case of \"Cora\": Clinical and Methodological Perspectives", "Other"], [120, "Considering \"Cora\"", "Other"]] \ No newline at end of file diff --git a/.smallclaw/databases/batch_5.json b/.smallclaw/databases/batch_5.json new file mode 100644 index 0000000..adfd072 --- /dev/null +++ b/.smallclaw/databases/batch_5.json @@ -0,0 +1 @@ +[[121, "Conceptualizing the Complexity of Change in Psychotherapy: The Case of \"Cora\"", "Other"], [122, "The Impact of Implementing an \"Incredible Years\" Group Within a Family Living Unit in a Transitional Living Shelter: The Case of \"Cathy\"", "ACT"], [123, "Integrating Early Childhood Mental Health and Trauma-Informed Care for Homeless Families With Young Children", "Other"], [124, "Considerations for the Dissemination of Incredible Years in Welfare Systems: Implications of the Case of \"Cathy\" for Intervention in the Foster Care System", "Other"], [125, "Further Consideration of Systems, Stigma, Trauma, and Access to Care", "Other"], [126, "Getting into the ACT with Psychoanalytic Therapy: The Case of \"Daniel\"", "CBT"], [127, "Promoting Psychological Flexibility by Practicing Flexibly: The Therapist as Model", "Psychodynamic"], [128, "A Cognitive-Behavioral Perspective on Robert Cohen's Case of \"Daniel\"", "CBT"], [129, "Expanding My Perspective on the Case of Daniel", "CBT"], [130, "Introduction to Case Study Special Issue -- Case Studies in Japan: Two Methods, Two Worldviews, Part 2", "Other"], [131, "Narrative Case Studies and Practice-Based Learning: Reflections on the Case of \"Mr. R\"", "Other"], [132, "Discontinuous Change Facilitated by Emotional Expression Through Drawing and the Accurate Verbal Responsiveness of the Therapist", "Other"], [133, "On Reading Dr. Kumano's and Dr. McLeod's Commentaries", "Integrative"], [134, "Examining the ACT Model in the Case Study of Taro", "ACT"], [135, "The Role of Context in the Case of Taro", "ACT"], [136, "Acceptance and Commitment Therapy is \"Haruki Murakami\"", "ACT"], [137, "事例研究特集号——はじめに 日本における事例研究:2つの方法,2つの世界観 Part2", "Other"], [138, "ナラティブ事例研究と実践を基礎とした学び: R氏のケースの省察", "Other"], [139, "描画による感情表現と正しい言葉による対応がもたらす非連続的変化", "Other"], [140, "熊野先生とマクレオッド先生のコメントを読んで", "Other"], [141, "事例研究によるACTモデルの検討", "ACT"], [142, "太郎の事例における文脈の役割", "Other"], [143, "アクセプタンス&コミットメント・セラピーは 「村上春樹」である", "Other"], [144, "Sudden Gains and Sudden Losses in the Clients of a \"Supershrink\": 10 Case Studies", "Exposure Therapy"], [145, "Rapid Recovery with an Effective Therapist: A Comment on Hansen, Lambert, and Vlass", "Other"], [146, "An Exceptional, Efficient, and Resilient Therapist: A Case Study in Practice-Based Evidence", "Other"], [147, "Calling for More Case Studies of Exceptional and Efficient Psychotherapists", "Other"], [148, "Introduction to Case Study Special Issue-- Case Studies in Japan: Two Methods, Two Worldviews", "Other"], [149, "The Art of Communication Through Drawing: The Case of \"Mr. R,\" a Young Man Professing Misanthropy While Longing for Connection With Others", "Integrative"], [150, "Acceptance and Commitment Therapy for \"Taro,\" a Japanese Client with Chronic Depression: A Replicated Treatment-Evaluation", "ACT"]] \ No newline at end of file diff --git a/.smallclaw/databases/batch_6.json b/.smallclaw/databases/batch_6.json new file mode 100644 index 0000000..f1ac887 --- /dev/null +++ b/.smallclaw/databases/batch_6.json @@ -0,0 +1 @@ +[[151, "事例研究特集号¯はじめに 日本における事例研究:2つの方法,2つの世界観", "Other"], [152, "描画を通したコミュニケーション: 人間不信を標榜しながらも, 他者とのつながりを希求する青年R氏の事例", "Other"], [153, "慢性化したうつを抱えた日本人クライエント「太郎」に対する アクセプタンス&コミットメント・セラピー: トリートメント評価による再現可能性検証", "Other"], [154, "Using Client-Centered Psychotherapy Embedded Within A Pluralistic Integrative Approach to Help a Client With Executive Dysfunction: The Case of \"Judith\"", "Humanistic"], [155, "Providing Psychotherapy to People with Neuropsychological Impairment: Complexities and Issues Raised by the Case of \"Judith\"", "Humanistic"], [156, "Perspectives on the Case of \"Judith\"", "Other"], [157, "The Case of \"Judith\": A Neuropsychologist's Perspective", "Other"], [158, "The Case of \"Judith\": Reflections on Combining a Psychoneurological Perspective Within a Client-Centered and Pluralistic Therapy Framework", "Humanistic"], [159, "Pseudohallucinations in an Adolescent: Considerations for Diagnosis and Treatment in the Case of \"Kate\"", "Other"], [160, "Using Phenomenology To Understand Hallucinatory Experiences", "Other"], [161, "The Case of \"Kate\" and Her Pseudohallucinations from the Perspective of Interpersonal Defense Theory: An Example of Using Case Formulations as the Key Guide for Understanding Patients' Problems and Making Treatment Decisions", "CBT"], [162, "What Do We Know About the Correlates and Underlying Causes of Auditory Hallucinations in Nonpsychotic Children and Adolescents, and What Are the Implications for Diagnosis and Treatment?", "Other"], [163, "A Reconceptualization of Pseudohallucinations in the Case of \"Kate\"", "Other"], [164, "Trauma Treatment in Young Children with Developmental Disabilities: Applications of the Child-Parent Psychotherapy (CPP) Model to the Cases of \"James\" and \"Juan\"", "Other"], [165, "Clinical Considerations for Conducting Child-Parent Psychotherapy with Young Children with Developmental Disabilities Who Have Experienced Trauma", "ACT"], [166, "Child-Parent Psychotherapy in the Context of the Developmental Disability and Medical Service Systems", "Other"], [167, "Targeting Sexual Stigma: The Hybrid Case Study of \"Adam\"", "CBT"], [168, "The Hybrid Case Study of \"Adam\": Perspectives from Behavioral Activation and the Influence of Heteronormativity on LGB-Affirmative Therapy", "Other"], [169, "Toward Formulating Evidence-Based Principles of LGB-Affirmative Psychotherapy", "CBT"], [170, "Clinical Considerations in Working with Clients in the Coming Out Process", "Other"], [171, "The Case of \"Adam\": Reflections and Future Directions", "CBT"], [172, "The Case of \"Sonia\": Psychotherapy With a Complex, Difficult Patient Grounded in the Integrated Psychotherapy Model of Hector Fernandez-Alvarez", "Other"], [173, "The Case of \"Sonia\" Through the Lens of Dialectical Behavior Therapy", "DBT"], [174, "Complex and Difficult Clinical Patients: Reflections on Fernández-Álvarez's Integrative Psychotherapy Model as Applied to the Case of \"Sonia\"", "Integrative"], [175, "Increasing the Rigor of Case Study Evidence in Therapy Research", "Other"], [176, "The Pragmatic Case Study Method for Creating Rigorous and Systematic, Practitioner-Friendly Research", "Other"], [177, "The Case Formulation Approach to Psychotherapy Research Revisited", "Other"], [178, "Who Needs a Case Formulation and Why: Clinicians Use the Case Formulation to Guide Decision-Making", "Other"], [179, "In Support of Evidence-Based Case Formulation in Psychotherapy (From the Perspective of a Clinician)", "Other"], [180, "Sara, A Social Phobia Client with Sudden Change After Exposure Exercises in Intensive Cognitive-Behavior Group Therapy: A Case-Based Analysis of Mechanisms of Change", "CBT"]] \ No newline at end of file diff --git a/.smallclaw/databases/batch_7.json b/.smallclaw/databases/batch_7.json new file mode 100644 index 0000000..1883497 --- /dev/null +++ b/.smallclaw/databases/batch_7.json @@ -0,0 +1 @@ +[[181, "Advances and Controversies in the Application of a Modified Version of Cognitive Behavior Therapy for Social Anxiety Disorder", "CBT"], [182, "Further Reflections on the Complexities of Therapeutic Change Mechanisms in a Case Study of Social Phobia", "CBT"], [183, "\"Cool Kids\" in Denmark: Commentary on a Cognitive-Behavioral Therapy Group for Anxious Youth", "CBT"], [184, "\"Cool Kids\" in Denmark: Continuing Reflections on a Cognitive-Behavioral Therapy Group for Anxious Youth", "CBT"], [185, "Synergy Among Research, Practice, and Training in Psychotherapy: An Introduction to the Work of Mikael Thastum and His Students at Aarhus University, Denmark", "CBT"], [186, "The Anxiety Disorders Clinic for Children and Adolescents (TADCCA) at Aarhus University in Denmark", "CBT"], [187, "A \"Cool Kids\" Cognitive-Behavioral Therapy Group for Youth with Anxiety Disorders: Part 1, The Case of Erik", "CBT"], [188, "A \"Cool Kids\" Cognitive-Behavioral Therapy Group for Youth with Anxiety Disorders: Part 2, Analysis of the Process and Outcome of Responders Versus Nonresponders", "CBT"], [189, "Treating a Mother's Accommodation Behaviors of Her Adult Son's OCD: The Case of \"Brianne\" and \"Charlie\"", "CBT"], [190, "Treatment Refusal and Family Accommodation", "Other"], [191, "Values-Focused Exposure and Response Prevention in the Treatment of Comorbid Schizophrenia and Obsessive-Compulsive Disorder: The Case of \"Mr. H\"", "CBT"], [192, "\"Functional,\" Sub-Clinical Obsessive-Compulsive Symptoms and Their Challenges: The Case of \"Angela\"", "CBT"], [193, "Considerations for Modifying Exposure and Response Prevention: The Cases of Mr. H and Angela", "Exposure Therapy"], [194, "Editor's Introduction: Combining Pragmatic Case Studies Within a Single Case Experimental Design", "Exposure Therapy"], [195, "Exposure and Response Prevention in the Treatment of Body Dysmorphic Disorder: A Case Series", "Exposure Therapy"], [196, "\"Selling\" Exposure Therapy", "Exposure Therapy"], [197, "Exposure Therapy -- What Is It That We Are Selling?", "Exposure Therapy"], [198, "The Management of Narcissistic Vulnerability: Three Case Studies Guided by Stephen Mitchell's Integrated Treatment Model", "Other"], [199, "On Tone, Play, and Healing: Commentary on Riordan's Case Studies", "Other"], [200, "The Many Complexities in Treating and Studying Narcissism", "Other"], [201, "A Personal Perspective on the Treatment of Three Cases of Narcissistic Vulnerability", "Other"], [202, "Combining Expressive Writing with an Affect- and Attachment-Focused Psychotherapeutic Approach in the Treatment of a Single-Incident Trauma Survivor: The Case of \"Grace\"", "AEDP"], [203, "Assimilative and Theoretical Integration in the Treatment of a Trauma Survivor", "Other"], [204, "Assimilative Integration in the Treatment of Trauma", "AEDP"], [205, "The Case of \"Grace\"-- A Commentary", "Other"], [206, "The Case of Grace: Strategic Rationales Underlying the Therapy Process", "AEDP"], [207, "Psychotherapy as a Human Science: Clinical Case Studies Exploring the Abyss of Madness", "Psychodynamic"], [208, "Empathy and Otherness: Humanistic and Phenomenological Approaches to Psychotherapy of Severe Mental Illness", "Humanistic"], [209, "The Humanity of the Psychotic Patient and the Human Approach by the Therapist: A Relational and Intersubjective Meeting", "Other"], [210, "The Abyss of Madness and Human Understanding", "Psychodynamic"]] \ No newline at end of file diff --git a/.smallclaw/databases/batch_8.json b/.smallclaw/databases/batch_8.json new file mode 100644 index 0000000..23e97ab --- /dev/null +++ b/.smallclaw/databases/batch_8.json @@ -0,0 +1 @@ +[[211, "A Key Role for Case Studies: Theory Building", "Exposure Therapy"], [212, "Theory Development via Single Cases: A Case Study of the Therapeutic Relationship in Psychodynamic Therapy", "Psychodynamic"], [213, "Defenses in Interpersonal Interaction: Using a Theory-Building Case Study to Develop and Validate the Theory of Interpersonal Defense", "Exposure Therapy"], [214, "A Case Study Investigating Whether the Process of Resolving Interpersonal Problems in Couple Therapy Is Isomorphic to the Process of Resolving Problems in Individual Therapy", "Exposure Therapy"], [215, "Employing a Case Study in Building an Assimilation Theory Account of Generalized Anxiety Disorder and Its Treatment with Cognitive-Behavioral Therapy", "CBT"], [216, "A Strengths-Based, Skill-Building, Integrative Approach to Treating Conduct Problems in a 12-Year-Old Boy: Rafael's Story", "Integrative"], [217, "A Case of Rejection, Redemption, and Resilience: Commentary on the Case of Rafael", "CBT"], [218, "Developmental Perspectives on the Treatment of Childhood Conduct Problems", "Other"], [219, "Practice-Based Evidence on the Treatment of Conduct Problems in a Child/Adolescent", "Other"], [220, "The \"Individual-Case-Comparison\" Method for Systematically Comparing Good-Outcome and Poor-Outcome RCT Clients: Editor's Introduction", "Other"], [221, "Contrasting Clients in Dialectical Behavior Therapy for Borderline Personality Disorder: \"Marie\" and \"Dean,\" Two Cases with Different Alliance Trajectories & Outcomes", "DBT"], [222, "Contrasting Two Clients in Emotion-Focused Therapy for Depression 1: The Case of \"Tom,\" \"Trapped in the Tunnel\"", "CBT"], [223, "Contrasting Two Clients in Emotion-Focused Therapy for Depression 2: The Case of \"Eloise,\" \"It's Like Opening the Windows and Letting the Fresh Air Come In\"", "EFT"], [224, "Extending Systematic Case Study Method: Generating and Testing Hypotheses About Therapeutic Factors Through Comparisons of Successful and Unsuccessful Cases", "DBT"], [225, "A Promising Strategy for Critically Evaluating Case Studies: Introduction to an Issue on the Adjudicated Case Study Method", "Other"], [226, "Real Clinical Trials (RCT') -- Panels of Psychological Inquiry for Transforming Anecdotal Data into Clinical Facts and Validated Judgments: Introduction to a Pilot Test with the Case of \"Anna\"", "Other"], [227, "Seeing Beyond the Scars: A Testament to \"Anna\"", "Psychodynamic"], [228, "Subjected to Proof: The Advocate's Perspective", "Other"], [229, "\"Anna\" and the Panel of Psychological Inquiry: The Critic's Perspective", "Other"], [230, "Panel of Psychological Inquiry: The Therapist’s Perspective", "Psychodynamic"], [231, "Findings of the Panel of Psychological Inquiry Convened at Saint Michael’s College, May 13, 2008: The Case of \"Anna\"", "Other"], [232, "The \"Research Jury Method\": The Application of the Jury Trial Model to Evaluating the Validity of Descriptive and Causal Statements about Psychotherapy Process and Outcome", "Other"], [233, "Developing a Systematic Framework for Utilizing Discrete Types of Qualitative Data as Therapy Research Evidence", "Other"], [234, "A Diary-Based, Cross-Contextual Case Study Methodology: Background for the Case of \"Jane and Joe\"", "Other"], [235, "The Case of \"Jane and Joe\": A Diary-Based, Cross-Contextual Case Study", "Other"], [236, "Developing the Adjudicated Case Study Method", "Other"], [237, "Editor's Introduction to Issue on Case Formulation and Therapist Responsiveness", "Other"], [238, "The Unfolding Case Formulation: The Interplay of Description and Inference", "CBT"], [239, "Using Systematic Case Studies to Investigate Therapist Responsiveness: Examples from a Case Series of PTSD Treatments", "CBT"], [240, "Languages of Science and the Problem of Applied Clinical Knowledge: A Mixed Methods Appraisal of Eells' Case Formulation Research", "Exposure Therapy"]] \ No newline at end of file diff --git a/.smallclaw/databases/batch_9.json b/.smallclaw/databases/batch_9.json new file mode 100644 index 0000000..f6bb151 --- /dev/null +++ b/.smallclaw/databases/batch_9.json @@ -0,0 +1 @@ +[[241, "Case Studies Help Us Read Between the Lines of Manual-Driven Therapy", "Other"], [242, "Evaluating Case Formulation Decision-Making and Therapist Responsiveness: A Perspective from the Area of Behavioral Assessment and Case Formulation", "Other"], [243, "Pragmatic Clinical Research to Inform the Field of Men's Mental Health: A Commentary on and Extension of Papers by David Edwards and Tracy Eells", "Other"], [244, "Treating Posttraumatic Stress Disorder in South Africa: An Integrative Model Grounded in Case-Based Research", "Integrative"], [245, "The Assessment and Treatment of Post-Abortion Syndrome: A Systematic Case Study From Southern Africa", "Other"], [246, "Trauma, Imagery and the Therapeutic Relationship: Langu's story", "CBT"], [247, "What Services and Supports Are Needed to Enable Trauma Survivors to Rebuild Their Lives? Implications of a Systematic Case Study of Cognitive Therapy With a Township Adolescent Girl With PTSD Following Rape", "CBT"], [248, "Autobiographical Memory Narratives in Psychotherapy: A Coding System Applied to the Case of Cynthia", "Other"], [249, "Rising to the Challenges of Identifying and Analyzing Clients' Narratives", "Other"], [250, "Developing a Systematic Procedure for the Assessment of Self-Defining Memories in Psychodynamic Therapy: Promise and Pitfalls", "Psychodynamic"], [251, "Toward The Scientific Study of Autobiographical Memory Narratives in Psychotherapy", "Other"], [252, "The Persecuting God and the Crucified Self: The Case of Olav and the Transformation of His Pathological Self-Image", "Other"], [253, "The Role of Religion and Spirituality in Olav's Treatment and Recovery: Commentary on an Exemplary Case Report", "Psychodynamic"], [254, "Psychotherapeutic Change and Spiritual Transformation: The Interaction Effect", "Psychodynamic"], [255, "Dissolution of \"The Committee\": Mentalization and Psychic Transformation in the Case Of Olav", "Psychodynamic"], [256, "Reflections on Olav's Therapy: The Roles of Religious Experience, Self Psychology, and Mentalization", "Other"], [257, "\"Back to the Future\": Narrative Treatment for Post-Traumatic, Acute Stress Disorder in the Case of Paramedic Mr. G", "Narrative Therapy"], [258, "\"Back to the Future\" Therapy: Its Present Relevance, Promise, and Implications", "Other"], [259, "Acute Stress Disorder and Forms of Narrative Disruption", "Narrative Therapy"], [260, "Prepared and Still Surprised", "Narrative Therapy"], [261, "The Case of Felix: An Example of Gay-Affirmative, Cognitive-Behavioral Therapy", "CBT"], [262, "Capturing (and Communicating) Complexity: Adapting CBT for Clients with Multiple Diversity", "CBT"], [263, "The Use of Cognitive-Behavioral Therapy to Promote Authenticity", "CBT"], [264, "Key Facets in Felix's Case: The Therapist's Cultural Competency, Masculine Socialization, and Sexual Orientation Stigma", "CBT"], [265, "Using Case Studies to Develop Theory: Roadmap to a Dialogue", "Exposure Therapy"], [266, "Logical Operations in Theory-Building Case Studies", "Other"], [267, "Lurching Toward Theory: The Case of Case Study Research in Conflict Mediation", "Other"], [268, "Forensic Evaluations Advance Scientific Theory: Assessing Causation of Harm", "Other"], [269, "What Can We Learn from Case Studies? More than Most Psychologists Realize", "Other"], [270, "Case Studies and Non-Abstractionist Theorizing", "Other"]] \ No newline at end of file diff --git a/.smallclaw/databases/docs/image_source_candidates.md b/.smallclaw/databases/docs/image_source_candidates.md new file mode 100644 index 0000000..8d5e935 --- /dev/null +++ b/.smallclaw/databases/docs/image_source_candidates.md @@ -0,0 +1,111 @@ +# 이미지 소스 후보 조사 (2026-05-15) + +현재 9개 소스로 4809 term 중 329개(6.8%) 매핑. 0% 카테고리는 치과마취학·치과 +생체재료학. 추가 소스 6개를 조사·실측한 결과를 정리한다. + +## 비교 요약 + +| 후보 | 통합 비용 | 예상 수율 | 라이선스 안전 | 0% 카테고리 도움 | 종합 | +|---|---|---|---|---|---| +| NLM Open-i | 낮음 | **높음** | 높음 (PMC OA) | 부분 | **★★★★★** | +| Tufts Dental | 낮음 (1회 요청) | 중 | 높음 (CC-BY) | 영상의학만 | **★★★★** | +| Wellcome Collection | 낮음 | 낮음 | 중 (per-image) | 해부만 | ★★★ | +| Kaggle 타깃 | 낮음 | 중 | 데이터셋별 | 보철 X선만 | ★★★ | +| figshare | 중 | **불확실** | 필터 가능 | 불확실 | ★★ | +| NCBI Bookshelf | 중-높음 | 중 | **NC-ND 다수** | 마취 일부 | ★★ | + +## 1. NLM Open-i — **1순위** + +- **엔드포인트**: `https://openi.nlm.nih.gov/api/search?query=&m=&n=` (인증 불필요) +- **규모**: 370만 이미지 / 120만 PMC 기사 + 7,400 흉부 X선 + NLM History 67,500 + MedPix +- **실측 수율**: "periodontitis" 검색 → **7,588 hits**. 한 query당 결과 풍부. +- **응답 필드**: `uid, pmcid, pmid, title, journal_title, authors, MeSH terms (major/minor), Outcome 점수, image URL` +- **이미지 URL 패턴**: `https://openi.nlm.nih.gov/imgs/{100|137|150|512}/{id}/{pmcid}/PMC{pmcid}_{imgid}.png` +- **라이선스**: PMC Open Access 기반 (CC-BY/CC0 등), 출처 표기로 재사용 가능 +- **현 `map_pmc_oa` 대비 우위**: + - **Figure-level 색인** (현재는 article HTML 스크레이프해서 그림 추출 → 노이즈 많음) + - **MeSH terms 포함** → 한글 용어 매핑에 도움 (영문 → MeSH 매칭 후 검색) + - **유사 이미지 검색** (`similarInCollection`) + - PMC와 같은 풀이지만 색인 품질 우수 +- **통합 비용**: `workflow_images.py`에 `map_openi(conn, max_terms, delay)` 함수 1개 추가. 기존 `verify_updates` 게이트 그대로 통과 가능. **약 2시간 작업**. + +## 2. Tufts Dental Database — **2순위** + +- **URL**: https://tdd.ece.tufts.edu/ +- **규모**: 파노라마 X선 **1,000장**, 전문가의 abnormality 레이블 + 치아 번호 주석 (multimodal) +- **라이선스**: **Creative Commons Attribution 4.0** — 재배포·재사용 OK +- **접근**: 웹사이트에서 **접근 요청 폼** 작성 (즉시 다운로드 X) +- **적합 카테고리**: 구강악안면영상의학 (현재 13.9%, 추가 보강 가능). 주석이 있어 단순 X선보다 매핑 가치 큼. +- **통합 비용**: 다운로드 후 로컬 매핑 (기존 kaggle 패턴 동일). **30분 + 접근 승인 대기**. +- **주의**: 이미 영상의학은 비교적 잘 채워진 편 → ROI는 Open-i보다 낮음. + +## 3. Wellcome Collection — **4순위** + +- **엔드포인트**: `https://api.wellcomecollection.org/catalogue/v2/images?query=&pageSize=N` (인증 불필요) +- **실측 수율**: "periodontitis" → **단 7개**. 임상 용어엔 낮음. +- **응답**: IIIF URL, 작품 metadata, 이미지별 라이선스 (CC BY 4.0 / "In copyright" 혼재) +- **이미지 URL**: `https://iiif.wellcomecollection.org/image/{id}/info.json` (IIIF Image API) +- **라이선스**: per-image — 필터링 로직 필요 +- **적합 카테고리**: 해부·역사적 일러스트 (기초치의학 일부) — 임상·방사선엔 부적합 +- **통합 비용**: 낮음, 하지만 **수율 대비 가치 낮음** + +## 4. Kaggle 추가 타깃 데이터셋 + +검색 결과 (보철·임플란트 관련): +- **Dental Implant Dataset (Mendeley `x4gr6mmwy4`)**: 5,273 파노라마 X선, Endosteal/Transosteal/Subperiosteal/Zygomatic 4종 분류 +- **Prosthesis detection 데이터셋** (Nature Sci Rep 2021): 2,235 파노라마, 크라운/브릿지/임플란트 +- 기타: Dental Cavity Detection, Panoramic Dental Xray TFRecords + +**한계**: 대부분 **파노라마 X선**, 직접적인 크라운·틀니 임상 사진은 드묾. 보철(1.0%) 카테고리의 임상 사진 수요엔 부분적 해결. + +- **통합 비용**: 다운로드 + 기존 kaggle 패턴 적용 (각 1-2시간) +- **라이선스**: 데이터셋별 확인 필요 + +## 5. figshare API — 보류 + +- **엔드포인트**: `https://api.figshare.com/v2/articles?search_for=` (인증 불필요) +- **라이선스 필터**: `:licence:CCBY` 지원 +- **레이트 리미트**: ≤1 req/s 권장 +- **실측 결과**: "dental caries" 검색 → **무관한 결과 다수** (수질, 호텔 추천, 게놈 등). 검색 색인 품질이 의심스러움. +- **결론**: 통합 전에 **검색 query 형식·필터링 추가 조사 필요**. 현 단계에선 우선순위 낮음. + +## 6. NCBI Bookshelf — 보류 + +- **접근**: `https://www.ncbi.nlm.nih.gov/books/` + LitArch FTP for bulk +- **콘텐츠**: StatPearls(2026), 치과마취·구강외과 chapter들 다수 +- **라이선스**: **CC-BY-NC-ND가 다수** — Non-Commercial + No-Derivatives → DB에 그림 URL 임베드 가능하나 변형/상업적 재사용 금지. SmallClaw 용도에 따라 적합 여부 갈림. +- **적합 카테고리**: 치과마취학(0%) 추상 개념 (작용 기전 도식 등) +- **통합 비용**: Bookshelf XML 파싱·그림 추출 로직 필요 (PMC와 다른 포맷) +- **결론**: NC-ND 비율 확인 + 라이선스 정책 결정 후 진행 + +## 핵심 인사이트 + +1. **0% 카테고리(치과마취학·치과생체재료학) 매핑은 본질적으로 어려움** + - "전도마취", "법랑질-상아질 접합부 미세구조" 같은 추상·미시 개념 + - 이미지로 직접 표현 가능한 비율이 낮음 — 어떤 소스로도 한계 존재 + - **현실적 목표**: 0% → 10~20% 정도 + +2. **수율은 Open-i > Kaggle > Wellcome 순** + - Open-i 하나로 수백 term 추가 매핑 기대 (수율 추정 30-50%) + - 나머지는 보조 역할 + +3. **검증 게이트(qwen3.5)가 노이즈를 잡아주므로** 양 우선 소스 추가 후 verify로 거르는 전략이 효율적 + +## 추천 진행 순서 + +1. **Open-i 통합** (2시간) — 즉시 착수 가능, ROI 최대 +2. **`add-images --source openi --max-openi 500` 후 `verify --fix`** — 결과 평가 +3. **Tufts Dental 접근 요청** — 영상의학 보강용, 승인 대기 동안 1단계 진행 +4. **Kaggle 보철·임플란트 데이터셋 평가** — 다운로드 후 효용 확인 +5. **Wellcome Collection** — 시간 여유 있으면 추가 +6. **figshare / Bookshelf** — 별도 라이선스·검색 품질 조사 후 결정 + +## 출처 + +- [NLM Open-i FAQ](https://openi.nlm.nih.gov/faq) — API 안내 +- [Open-i (data.gov)](https://catalog.data.gov/dataset/open-i) — 데이터셋 메타 +- [Wellcome Collection Developers](https://developers.wellcomecollection.org/) — Catalogue + IIIF API +- [Tufts Dental Database](https://tdd.ece.tufts.edu/) — 접근 요청 +- [NIDCR DDSHub](https://www.ddshub.nih.gov/data-sources/head-neck-imaging-data) — Tufts 메타 +- [figshare API docs](https://docs.figshare.com/) — Search/license/files +- [NCBI Bookshelf - Information for Authors and Publishers](https://www.ncbi.nlm.nih.gov/books/NBK554841/) — 라이선스 diff --git a/.smallclaw/databases/download_images.py b/.smallclaw/databases/download_images.py new file mode 100644 index 0000000..5557e48 --- /dev/null +++ b/.smallclaw/databases/download_images.py @@ -0,0 +1,160 @@ +#!/usr/bin/env python3 +"""Download remote images to local storage and update DB image_url. + +Usage: + python3 download_images.py [--limit N] [--category CAT] [--dry-run] + +Downloads images from openi.nlm.nih.gov / cdn.ncbi.nlm.nih.gov to +dental_images/remote/. and updates image_url to the +gateway path /api/files/uploads/dental_images/remote/.. +""" + +import argparse +import os +import sqlite3 +import urllib.request +import urllib.parse +import time +import sys + +from config import DB_PATH, IMG_BASE + +REMOTE_DIR = os.path.join(IMG_BASE, "remote") +URL_PREFIX = "/api/files/uploads/dental_images/remote" + + +def localize_image(conn, term_id, url, korean=None, log_prefix=" "): + """Download one remote image to local and update DB. Returns new local URL on + success, None on failure. If url is already non-http (already local), returns it. + Caller is responsible for any per-host throttling between calls.""" + if not url or not url.startswith("http"): + return url + + path = urllib.parse.urlparse(url).path + ext = os.path.splitext(path)[1].lower() + if ext not in (".jpg", ".jpeg", ".png", ".gif", ".webp"): + ext = ".jpg" + + os.makedirs(REMOTE_DIR, exist_ok=True) + local_name = f"{term_id}{ext}" + local_path = os.path.join(REMOTE_DIR, local_name) + new_url = f"{URL_PREFIX}/{local_name}" + label = korean or f"term {term_id}" + + if os.path.exists(local_path): + conn.execute("UPDATE terms SET image_url=? WHERE id=?", (new_url, term_id)) + conn.commit() + print(f"{log_prefix}↓ {label} — already local", flush=True) + return new_url + + IMAGE_MAGIC = ( + b"\x89PNG\r\n\x1a\n", # PNG + b"\xff\xd8\xff", # JPEG + b"GIF87a", b"GIF89a", # GIF + b"RIFF", # WEBP (RIFF....WEBP) + ) + + for attempt in range(5): + try: + req = urllib.request.Request( + url, + headers={"User-Agent": "DentalDictBot/2.0 (educational)"}, + ) + with urllib.request.urlopen(req, timeout=30) as r: + ctype = (r.headers.get("Content-Type") or "").lower() + data = r.read() + if not ctype.startswith("image/"): + print(f"{log_prefix}↓ {label} — not an image ({ctype or 'no type'}), keep URL", + flush=True) + return None + if not any(data.startswith(m) for m in IMAGE_MAGIC): + print(f"{log_prefix}↓ {label} — bad magic bytes, keep URL", + flush=True) + return None + if len(data) < 1000: + print(f"{log_prefix}↓ {label} — too small ({len(data)}B), keep URL", + flush=True) + return None + with open(local_path, "wb") as f: + f.write(data) + conn.execute("UPDATE terms SET image_url=? WHERE id=?", (new_url, term_id)) + conn.commit() + print(f"{log_prefix}↓ {label} — {len(data)//1024}KB ✓", flush=True) + return new_url + except Exception as e: + is_429 = "429" in str(e) + if attempt < 4: + wait = min(30 * (attempt + 1), 120) if is_429 else 5 + print(f"{log_prefix}↓ {label} — retry {attempt+1}/5 after {wait}s: {e}", + flush=True) + time.sleep(wait) + else: + print(f"{log_prefix}↓ {label} — FAILED: {e} (URL kept)", flush=True) + return None + + +def download_images(limit=None, category=None, dry_run=False): + os.makedirs(REMOTE_DIR, exist_ok=True) + + conn = sqlite3.connect(DB_PATH) + + query = """ + SELECT id, korean, image_url + FROM terms + WHERE image_url IS NOT NULL AND image_url != '' + AND image_url LIKE 'http%' + """ + params = [] + if category: + query += " AND category=?" + params.append(category) + + rows = conn.execute(query, params).fetchall() + if limit: + rows = rows[:limit] + + print(f"Remote images to download: {len(rows)}", flush=True) + + downloaded = 0 + skipped = 0 + failed = 0 + + for i, (term_id, korean, url) in enumerate(rows, 1): + if dry_run: + print(f" [{i}/{len(rows)}] {korean} — would download {url}", flush=True) + downloaded += 1 + continue + + prefix = f" [{i}/{len(rows)}] " + before = os.path.exists(os.path.join( + REMOTE_DIR, + f"{term_id}{os.path.splitext(urllib.parse.urlparse(url).path)[1].lower() or '.jpg'}", + )) + result = localize_image(conn, term_id, url, korean=korean, log_prefix=prefix) + if result is None: + failed += 1 + elif before: + skipped += 1 + else: + downloaded += 1 + + time.sleep(2 if "wikimedia" in url else 0.5) + + if not dry_run: + conn.commit() + conn.close() + + print(f"\nDone: {downloaded} downloaded, {skipped} skipped (already local), {failed} failed", flush=True) + + +def main(): + p = argparse.ArgumentParser(description=__doc__) + p.add_argument("--limit", type=int, default=None) + p.add_argument("--category", default=None) + p.add_argument("--dry-run", action="store_true") + args = p.parse_args() + download_images(limit=args.limit, category=args.category, dry_run=args.dry_run) + + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/.smallclaw/databases/psychiatry_cases.db b/.smallclaw/databases/psychiatry_cases.db new file mode 100644 index 0000000000000000000000000000000000000000..b42ad609f29e9947e24ec9e743e1273a35b904a3 GIT binary patch literal 413696 zcmeFaTacaCb>|0=wk|EJ+qNvr7mfW1GRy{u2GF?h(j3`tb~nhD&;*1ANz1Z^{`#D+ zyAN^toYuJjXg=7YrE+<6v1MD7NRBw6XXMLNR5h|KJMu(MQkCQ(nX2T$c}O0T2j?M) z(5O@Wq?>#j6 z-pM~X=)&>$V+xEZFs8tm0%Hn{DKMtMm;z%8j43dtz?cGmcNDmM&s*Me|NVzQGRW83 zMgQY%9K~n)#m9$5r!o4^dl#-O&0k&0uFgMtaVZq6(_j!7;{)R zd*1V&!=Jig!)oOHqHiDf)P`VRWz!QGe_G9K`H8Dbk1buvE?-$*nZNRp>_bZ*$>yKD zdTIFy?pj%T;_3;zvR^a?t#0R;&TuQcy7Y_TTRrQUL2J-1Dql8R`9`PPZ}p!kI{SWo zty}rJv6*iVik>|>~`&o{B@+Y+@#nk^d_3x+tuc_Us z|844TrvB%t|8eTCr~bRC|7PmHn)=VD{>{{%Pkn9bKc4!-so$Ua^3<26es}6~Q@=U& z$*EtR+L;Z4OnO?`Ok;?!ePk4}AH>Y=H#Qzxg6P5sQ&Pfz{C)VrsC 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zBSNU$qSS~(mKTUX{9smnYX$^ld&$By-r8|**Y14(KcHX1(cvHezWV!Z literal 0 HcmV?d00001 diff --git a/.smallclaw/databases/scrape_pcsp.py b/.smallclaw/databases/scrape_pcsp.py new file mode 100644 index 0000000..97e1a00 --- /dev/null +++ b/.smallclaw/databases/scrape_pcsp.py @@ -0,0 +1,398 @@ +#!/usr/bin/env python3 +"""Scrape PCSP (Pragmatic Case Studies in Psychotherapy) and build SQLite DB.""" + +import sqlite3 +import json +import time +import re +import sys +from urllib.request import urlopen, Request +from html.parser import HTMLParser + +BASE = "https://pcsp.nationalregister.org/index.php/pcsp" +DB_PATH = "/home/kim/homeclaw/.smallclaw/databases/psychotherapy_cases.db" +HEADERS = {"User-Agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36"} + +# ── HTML text extraction ────────────────────────────────────────────── + +class TextExtractor(HTMLParser): + def __init__(self): + super().__init__() + self._pieces = [] + self._skip = False + def handle_starttag(self, tag, attrs): + if tag in ("script", "style", "nav", "header", "footer"): + self._skip = True + def handle_endtag(self, tag): + if tag in ("script", "style", "nav", "header", "footer"): + self._skip = False + def handle_data(self, data): + if not self._skip: + self._pieces.append(data) + def get_text(self): + return " ".join(self._pieces) + +def fetch(url, retries=3): + for i in range(retries): + try: + req = Request(url, headers=HEADERS) + with urlopen(req, timeout=30) as r: + return r.read().decode("utf-8", errors="replace") + except Exception as e: + print(f" Retry {i+1}/{retries} for {url}: {e}", file=sys.stderr) + time.sleep(5 * (i + 1)) + return "" + +def html_to_text(html): + p = TextExtractor() + p.feed(html) + return p.get_text().strip() + +# ── Issue list from archive ────────────────────────────────────────── + +def get_all_issues(): + """Get all issue URLs from archive pages.""" + issues = [] + for page in range(1, 5): + url = f"{BASE}/issue/archive/{page}" if page > 1 else f"{BASE}/issue/archive" + html = fetch(url) + # Find issue view links + for m in re.finditer(r'href="(https?://[^"]*/issue/view/(\d+))"', html): + issue_url, issue_id = m.group(1), m.group(2) + # Extract volume info from nearby text + issues.append({"url": issue_url, "issue_id": int(issue_id)}) + # Deduplicate + seen = set() + unique = [] + for i in issues: + if i["issue_id"] not in seen: + seen.add(i["issue_id"]) + unique.append(i) + return sorted(unique, key=lambda x: x["issue_id"], reverse=True) + +# ── Article extraction from issue page ──────────────────────────────── + +def extract_articles_from_issue(issue_url, issue_id): + """Extract article links and metadata from an issue page.""" + html = fetch(issue_url) + if not html: + return [] + + # Find volume/issue info + vol_match = re.search(r'Vol\s*(\d+)[\s,]+No\s*(\d+)\s*\((\d{4})\)', html) + vol = int(vol_match.group(1)) if vol_match else 0 + num = int(vol_match.group(2)) if vol_match else 0 + year = int(vol_match.group(3)) if vol_match else 0 + + articles = [] + # Find article view links + seen_ids = set() + for m in re.finditer(r'href="(https?://[^"]*/article/view/(\d+))"', html): + art_url, art_id = m.group(1), m.group(2) + art_id = int(art_id) + if art_id in seen_ids: + continue + seen_ids.add(art_id) + + # Try to find title near the link + # The title is usually in the next or nearby text + # We'll get the title from the article page itself + articles.append({ + "url": art_url, + "article_id": art_id, + "issue_id": issue_id, + "vol": vol, + "num": num, + "year": year, + }) + + return articles + +# ── Article detail extraction ──────────────────────────────────────── + +def extract_article_detail(art): + """Get metadata from an article page.""" + url = art["url"] + html = fetch(url) + if not html: + return None + + text = html_to_text(html) + + # Title: usually in

or meta tag + title = "" + h1_match = re.search(r']*>(.*?)

', html, re.DOTALL) + if h1_match: + title = re.sub(r'<[^>]+>', '', h1_match.group(1)).strip() + if not title: + meta_match = re.search(r' 3: + result = result.replace(en, ko) + else: + result = re.sub(re.escape(en), ko, result, flags=re.IGNORECASE) + + # Clean up spacing + result = re.sub(r'\s+', ' ', result).strip() + + # Check translation quality - how much Korean content + korean_chars = len(re.findall(r'[가-힣]', result)) + total_chars = len(result.replace(' ', '')) + + if total_chars > 0 and korean_chars / total_chars > 0.3: + # Decent translation - clean up any remaining artifacts + result = re.sub(r'\s{2,}', ' ', result).strip() + return result + else: + # Poor translation - use category prefix + original + type_prefix = { + "case_study": "사례연구:", + "commentary": "논평:", + "response": "응답:", + "article": "", + } + prefix = type_prefix.get(article_type, "") + return f"[{category_ko}] {prefix} {title}" if prefix else f"[{category_ko}] {title}" + +def main(): + conn = sqlite3.connect(DB_PATH) + c = conn.cursor() + + # Get untranslated titles + c.execute("SELECT id, title_en, category_en, category_ko, article_type FROM cases WHERE title_ko = '' OR title_ko IS NULL ORDER BY id") + rows = c.fetchall() + + print(f"Translating {len(rows)} remaining titles...") + + translated = 0 + partial = 0 + fallback = 0 + + for row in rows: + id_, title_en, cat_en, cat_ko, art_type = row + title_ko = translate_title(title_en, cat_en, cat_ko, art_type) + + korean_chars = len(re.findall(r'[가-힣]', title_ko)) + total_chars = len(title_ko.replace(' ', '')) + + if total_chars > 0 and korean_chars / total_chars > 0.5: + translated += 1 + elif total_chars > 0 and korean_chars / total_chars > 0.2: + partial += 1 + else: + fallback += 1 + + c.execute("UPDATE cases SET title_ko = ? WHERE id = ?", (title_ko, id_)) + + conn.commit() + + # Final stats + c.execute("SELECT COUNT(*) FROM cases WHERE title_ko != '' AND title_ko IS NOT NULL") + total_done = c.fetchone()[0] + c.execute("SELECT COUNT(*) FROM cases WHERE title_ko = '' OR title_ko IS NULL") + remaining = c.fetchone()[0] + + print(f"\nTranslation stats:") + print(f" Well translated: {translated}") + print(f" Partially translated: {partial}") + print(f" Fallback (category + original): {fallback}") + print(f" Total in DB: {total_done}, Remaining: {remaining}") + + # Samples by quality + print("\n--- Well translated samples ---") + c.execute("""SELECT title_en, title_ko FROM cases + WHERE title_ko != '' AND title_ko IS NOT NULL + AND LENGTH(title_ko) - LENGTH(REPLACE(title_ko, ' ', '')) > 3 + ORDER BY RANDOM() LIMIT 5""") + for row in c.fetchall(): + print(f" EN: {row[0][:80]}") + print(f" KO: {row[1][:80]}") + print() + + print("--- Fallback samples ---") + c.execute("""SELECT title_en, title_ko FROM cases + WHERE title_ko LIKE '[%' + ORDER BY RANDOM() LIMIT 5""") + for row in c.fetchall(): + print(f" EN: {row[0][:80]}") + print(f" KO: {row[1][:80]}") + print() + + conn.close() + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/.smallclaw/databases/translate_psychiatry.py b/.smallclaw/databases/translate_psychiatry.py new file mode 100644 index 0000000..319862b --- /dev/null +++ b/.smallclaw/databases/translate_psychiatry.py @@ -0,0 +1,118 @@ +#!/usr/bin/env python3 +"""Translate psychiatry_cases diagnosis names to Korean using the Anthropic API.""" + +import sqlite3 +import json +import time +import sys +import urllib.request + +DB_PATH = "/home/kim/homeclaw/.smallclaw/databases/psychiatry_cases.db" +API_URL = "http://localhost:11434/v1/chat/completions" +MODEL = "kimi-k2.6:cloud" + + +def translate_batch(items): + prompt = """Translate the following DSM-5 psychiatric disorder names from English to Korean. +Rules: +- Use official/standard Korean DSM-5 terminology where established +- Keep acronyms like ADHD, PTSD, OCD as-is if commonly used in Korean +- Keep the parenthetical clarifications when present +- Each line has format: NUMBER|ENGLISH_NAME +- Return ONLY the translations in format: NUMBER|KOREAN_NAME +- No explanations, no notes + +""" + for id_, name in items: + prompt += f"{id_}|{name}\n" + + data = json.dumps({ + "model": MODEL, + "messages": [ + {"role": "system", "content": "You are a professional Korean-English translator specializing in psychiatry and DSM-5 terminology. Use accurate, standard Korean psychiatric terms."}, + {"role": "user", "content": prompt}, + ], + "temperature": 0.2, + }).encode("utf-8") + + req = urllib.request.Request( + API_URL, + data=data, + headers={"Content-Type": "application/json"}, + ) + + try: + with urllib.request.urlopen(req, timeout=120) as resp: + result = json.loads(resp.read().decode("utf-8")) + return result["choices"][0]["message"]["content"] + except Exception as e: + print(f"API error: {e}", file=sys.stderr, flush=True) + return None + + +def main(): + conn = sqlite3.connect(DB_PATH) + c = conn.cursor() + + c.execute("SELECT id, diagnosis_en FROM cases WHERE (diagnosis_ko = '' OR diagnosis_ko IS NULL) AND diagnosis_en != '' ORDER BY id") + rows = c.fetchall() + + if not rows: + print("All diagnoses translated!") + conn.close() + return + + print(f"Translating {len(rows)} diagnosis names...", flush=True) + + batch_size = 30 + total_translated = 0 + + for i in range(0, len(rows), batch_size): + batch = rows[i:i + batch_size] + print(f"\nBatch {i // batch_size + 1}/{(len(rows) + batch_size - 1) // batch_size} ({len(batch)} items)...", flush=True) + + result = translate_batch(batch) + if not result: + print("Translation failed, skipping batch", flush=True) + continue + + updates = [] + for line in result.strip().split("\n"): + line = line.strip() + if "|" not in line: + continue + parts = line.split("|", 1) + try: + id_ = int(parts[0].strip()) + ko = parts[1].strip().strip("*").strip() + updates.append((ko, id_)) + total_translated += 1 + except (ValueError, IndexError): + print(f" Skipping: {line}", flush=True) + + if updates: + c.executemany("UPDATE cases SET diagnosis_ko = ? WHERE id = ?", updates) + conn.commit() + + print(f" Translated so far: {total_translated}", flush=True) + time.sleep(2) + + c.execute("SELECT COUNT(*) FROM cases WHERE diagnosis_ko != '' AND diagnosis_ko IS NOT NULL") + done = c.fetchone()[0] + c.execute("SELECT COUNT(*) FROM cases WHERE diagnosis_ko = '' OR diagnosis_ko IS NULL") + remaining = c.fetchone()[0] + + print(f"\nDone! Translated: {done}, Remaining: {remaining}", flush=True) + + print("\n--- Sample translations ---") + c.execute("SELECT diagnosis_en, diagnosis_ko FROM cases WHERE diagnosis_ko != '' AND diagnosis_ko IS NOT NULL ORDER BY RANDOM() LIMIT 10") + for row in c.fetchall(): + print(f" EN: {row[0]}") + print(f" KO: {row[1]}") + print() + + conn.close() + + +if __name__ == "__main__": + main() diff --git a/.smallclaw/databases/translate_psychotherapy_abstracts.py b/.smallclaw/databases/translate_psychotherapy_abstracts.py new file mode 100644 index 0000000..678a794 --- /dev/null +++ b/.smallclaw/databases/translate_psychotherapy_abstracts.py @@ -0,0 +1,124 @@ +#!/usr/bin/env python3 +"""Translate psychotherapy_cases abstract_en to abstract_ko using the Anthropic API.""" + +import sqlite3 +import json +import time +import sys +import re +import html +import urllib.request + +DB_PATH = "/home/kim/homeclaw/.smallclaw/databases/psychotherapy_cases.db" +API_URL = "http://localhost:11434/v1/chat/completions" +MODEL = "kimi-k2.6:cloud" + + +def clean_abstract(text): + """Remove HTML entities and scraped noise from abstract text.""" + text = html.unescape(text) + text = re.sub(r'\s*(Downloads|PDF|Published|[0-9]{2}/[0-9]{2}/[0-9]{4})\s*', ' ', text) + text = re.sub(r'\t+', ' ', text) + text = re.sub(r'\n{3,}', '\n\n', text) + text = re.sub(r'[ \t]{2,}', ' ', text) + return text.strip() + + +def translate_abstract(id_, title_en, abstract_en): + cleaned = clean_abstract(abstract_en) + if len(cleaned) < 50: + return None + + prompt = f"""Translate the following psychotherapy research article abstract from English to Korean. + +Article title: {title_en} + +Abstract: +{cleaned} + +Rules: +- Translate the full abstract accurately and professionally +- Keep therapy acronyms (DBT, CBT, AEDP, EFT, ACT, OCD, BPD, PTSD, etc.) as-is +- Keep person names in quotes as-is (e.g., "Jane", "Tommy") +- Keep statistical values and measurements as-is +- Use professional Korean psychology/psychotherapy terminology +- Return ONLY the Korean translation, no explanations +""" + + data = json.dumps({ + "model": MODEL, + "messages": [ + {"role": "system", "content": "You are a professional Korean-English translator specializing in psychotherapy and clinical psychology. Translate accurately and naturally using standard Korean psychological terminology."}, + {"role": "user", "content": prompt}, + ], + "temperature": 0.3, + }).encode("utf-8") + + req = urllib.request.Request( + API_URL, + data=data, + headers={"Content-Type": "application/json"}, + ) + + try: + with urllib.request.urlopen(req, timeout=180) as resp: + result = json.loads(resp.read().decode("utf-8")) + return result["choices"][0]["message"]["content"].strip() + except Exception as e: + print(f" API error for id={id_}: {e}", file=sys.stderr, flush=True) + return None + + +def main(): + conn = sqlite3.connect(DB_PATH) + c = conn.cursor() + + c.execute("""SELECT id, title_en, abstract_en FROM cases + WHERE (abstract_ko = '' OR abstract_ko IS NULL) + AND abstract_en IS NOT NULL AND abstract_en != '' + ORDER BY id""") + rows = c.fetchall() + + if not rows: + print("All abstracts translated!") + conn.close() + return + + print(f"Translating {len(rows)} abstracts...", flush=True) + + total_translated = 0 + for i, (id_, title_en, abstract_en) in enumerate(rows): + print(f"\n[{i+1}/{len(rows)}] id={id_}: {title_en[:60]}...", flush=True) + + abstract_ko = translate_abstract(id_, title_en, abstract_en) + if not abstract_ko: + print(" Failed, skipping", flush=True) + continue + + c.execute("UPDATE cases SET abstract_ko = ? WHERE id = ?", (abstract_ko, id_)) + conn.commit() + total_translated += 1 + print(f" Done ({len(abstract_ko)} chars)", flush=True) + time.sleep(3) + + c.execute("SELECT COUNT(*) FROM cases WHERE abstract_ko != '' AND abstract_ko IS NOT NULL") + done = c.fetchone()[0] + c.execute("SELECT COUNT(*) FROM cases WHERE (abstract_ko = '' OR abstract_ko IS NULL) AND abstract_en IS NOT NULL AND abstract_en != ''") + remaining = c.fetchone()[0] + + print(f"\nDone! Translated: {done} total, {remaining} remaining with English abstracts", flush=True) + + print("\n--- Sample translations ---") + c.execute("""SELECT title_en, abstract_ko FROM cases + WHERE abstract_ko != '' AND abstract_ko IS NOT NULL + ORDER BY RANDOM() LIMIT 3""") + for row in c.fetchall(): + print(f" Title: {row[0][:70]}") + print(f" KO: {row[1][:200]}...") + print() + + conn.close() + + +if __name__ == "__main__": + main() diff --git a/.smallclaw/databases/vision_benchmark.py b/.smallclaw/databases/vision_benchmark.py new file mode 100644 index 0000000..94c8e07 --- /dev/null +++ b/.smallclaw/databases/vision_benchmark.py @@ -0,0 +1,131 @@ +#!/usr/bin/env python3 +""" +Vision speed benchmark: kimi-k2.6:cloud vs mistral-large-3:675b-cloud +10 requests each, with image + text input. +""" +import base64, json, time, statistics, urllib.request, urllib.error, sys + +OLLAMA_URL = "http://localhost:11434/api/chat" + +OLLAMA_TAGS_URL = "http://localhost:11434/api/tags" + +# thinking 모델은 토큰을 많이 써야 content가 나옴 +MODEL_OPTIONS = { + "kimi-k2.6:cloud": {"num_predict": 2000}, + "glm-5.1:cloud": {"num_predict": 2000}, + "default": {"num_predict": 1000}, +} + +MODELS = [ + "gpt-oss:120b-cloud", + "gemini-3-flash-preview:cloud", +] + +# Test questions (varied to avoid caching) +QUESTIONS = [ + "양자컴퓨터가 현재 암호화 기술에 미치는 위협을 간단히 설명해줘.", + "우울증과 번아웃의 차이점은 뭐야?", + "파이썬에서 GIL이 뭔지, 멀티스레딩에 어떤 영향을 주는지 설명해줘.", + "기후변화 대응에서 탄소세와 탄소 배출권 거래제의 장단점 비교해줘.", + "한국 부동산 시장에서 전세 제도의 장단점을 설명해줘.", + "RAG(Retrieval-Augmented Generation)가 뭔지 쉽게 설명해줘.", + "소크라테스의 무지의 지(知)가 현대 사회에서 갖는 의미는?", + "비트코인의 작업증명(PoW)과 이더리움의 지분증명(PoS) 차이를 설명해줘.", + "외상 후 스트레스 장애(PTSD) 치료에서 EMDR 요법이 효과적인 이유는?", + "마이크로서비스 아키텍처의 장단점과 언제 쓰는 게 좋은지 알려줘.", +] + +def load_image_b64(path: str) -> str: + with open(path, "rb") as f: + return base64.b64encode(f.read()).decode() + +def chat(model: str, question: str, img_b64: str = "") -> tuple[float, str, str]: + msg: dict = {"role": "user", "content": question} + if img_b64: + msg["images"] = [img_b64] + body = { + "model": model, + "stream": False, + "messages": [msg], + "options": MODEL_OPTIONS.get(model, MODEL_OPTIONS["default"]), + } + data = json.dumps(body).encode() + req = urllib.request.Request(OLLAMA_URL, data=data, + headers={"Content-Type": "application/json"}) + t0 = time.perf_counter() + try: + with urllib.request.urlopen(req, timeout=120) as r: + resp = json.loads(r.read()) + elapsed = time.perf_counter() - t0 + msg = resp.get("message", {}) + content = msg.get("content", "").strip() + thinking = msg.get("thinking", "").strip() + return elapsed, content, thinking + except Exception as e: + elapsed = time.perf_counter() - t0 + return elapsed, f"ERROR: {e}", "" + +def benchmark(model: str, img_b64: str = "") -> tuple[list[float], list[str], list[str]]: + times, responses, thinkings = [], [], [] + print(f"\n{'='*50}") + print(f" {model}") + print(f"{'='*50}") + for i, q in enumerate(QUESTIONS): + t, text, thinking = chat(model, q, img_b64) + status = "✓" if not text.startswith("ERROR") else "✗" + has_thinking = "💭" if thinking else " " + print(f" [{i+1:02d}] {status}{has_thinking} {t:6.2f}s") + times.append(t) + responses.append(text) + thinkings.append(thinking) + sys.stdout.flush() + return times, responses, thinkings + +def main(): + print(f"테스트 모델 ({len(MODELS)}개): {', '.join(MODELS)}") + print("모드: 일반 채팅 (이미지 없음)") + + results = {} + for model in MODELS: + times, responses, thinkings = benchmark(model) + results[model] = {"times": times, "responses": responses, "thinkings": thinkings} + + # 응답 내용 비교 + print(f"\n{'='*60}") + print(" 응답 내용 비교") + print(f"{'='*60}") + for i, q in enumerate(QUESTIONS): + print(f"\n[Q{i+1}] {q}") + for model in MODELS: + name = model.split(":")[0].split("-")[0].upper() + resp = results[model]["responses"][i] + thinking = results[model]["thinkings"][i] + t = results[model]["times"][i] + print(f"\n [{name} {t:.1f}s]") + if thinking: + print(f" 💭 {thinking[:200]}") + print(f" ✏️ {resp if resp else '(없음)'}") + print() + + # 속도 요약 + print(f"\n{'='*60}") + print(" 속도 요약") + print(f"{'='*60}") + for model, data in results.items(): + times = data["times"] + valid = [t for t in times if t < 115] + if valid: + print(f"\n {model}") + print(f" 평균: {statistics.mean(valid):.2f}s 중앙값: {statistics.median(valid):.2f}s " + f"최소: {min(valid):.2f}s 최대: {max(valid):.2f}s") + + avgs = {m: statistics.mean([t for t in d["times"] if t < 115] or [999]) + for m, d in results.items()} + winner = min(avgs, key=avgs.get) + loser = max(avgs, key=avgs.get) + diff = avgs[loser] - avgs[winner] + print(f"\n 속도 승자: {winner} ({diff:.2f}s, {diff/avgs[loser]*100:.0f}% 빠름)") + print(f"{'='*60}") + +if __name__ == "__main__": + main() diff --git a/.smallclaw/users/cherry/workspace/orofacial_problems_in_musicians/download.html b/.smallclaw/users/cherry/workspace/orofacial_problems_in_musicians/download.html new file mode 100644 index 0000000..f1c7aa8 --- /dev/null +++ b/.smallclaw/users/cherry/workspace/orofacial_problems_in_musicians/download.html @@ -0,0 +1,24 @@ + + + + + Orofacial Problems in Musicians - 다운로드 + + + +
+

Orofacial Problems in Musicians

+

슬라이드 6장이 준비되었습니다.

+ 프레젠테이션 다운로드 +
/home/kim/homeclaw/.smallclaw/users/cherry/workspace/orofacial_problems_in_musicians/orofacial_problems_in_musicians.pptx
+
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