Financial Disclosure Appendix for “Advances in Cleft Care”
Bibliographic record
Abstract
EDITORS’ DISCLOSURES Editor-in-Chief: Kevin C. Chung, MD Dr. Chung is the Editor-in-Chief of Plastic and Reconstructive Surgery. He receives grants from the National Institutes of Health and book royalties from Wolters Kluwer and Elsevier. Guest Editors: Larry H. Hollier, Jr, MD; Richard A. Hopper, MD, MS; and Roberto L. Flores, MD Dr. Hollier is the chair of Smile Train’s Global Medical Advisory Board, a volunteer position. Drs. Hopper and Flores are members of Smile Train’s medical advisory board; these are volunteer positions. ARTICLE-BY-ARTICLE DISCLOSURES Bridging the Gap: Challenges and Opportunities for Advancing Cleft Nursing in Sub-Saharan Africa Vamsi C. Mohan, MD; Winston R. Owens, BS; and Rona J. Breese, BA, RGN Rona J. Breese is a nurse training consultant, educator, and curriculum developer in Africa and a member of Smile Train’s Global Medical Advisory Board, a volunteer position. The remaining authors have no financial interests to declare in relation to the content of this article. Improving Speech Outcomes in Low- and Middle-Income Countries for Patients Born with Cleft Palate Catherine J. Crowley, JD, PhD, CCC-SLP Dr. Crowley is a member of Smile Train’s Global Medical Advisory Board, a volunteer position. Optimizing Perioperative Anesthesia Protocols for Global Delivery of Safe Cleft Surgery Vamsi C. Mohan, MD; Winston R. Owens, BS; and Zipporah Gathuya, MD Dr. Gathuya is a board member of the Global Initiative for Children’s Surgery and a member of Smile Train’s Global Medical Advisory Board; these are volunteer positions. The remaining authors have no financial interests to declare in relation to the content of this article. Retrospective Review of Open Tip Plasty for Bilateral Cleft Nasal Deformity before Adolescent Growth: A Single Surgeon’s Experience of 25 Consecutive Cases Vamsi C. Mohan, MD; Winston R. Owens, BS; and Richard A. Hopper, MD, MS Dr. Hopper is a member of Smile Train’s Global Medical Advisory Board, a volunteer position. The remaining authors have no financial interests to declare in relation to the content of this article. Advances in the Prevention of Dental Caries in Orofacial Clefts Peter A. Mossey, BDS, PhD; Winston R. Owens, BS; Vamsi C. Mohan, MD; Elizabeth A. Shick, DDS, MPH; and Mónica Dominguez, DDS Dr. Mossey is a member of Smile Train’s Global Medical Advisory Board, a volunteer position. Dr. Dominguez is the director of global oral health programs for Smile Train. Dr. Shick is a volunteer consultant for Smile Train. The remaining authors have no financial interests to declare in relation to the content of this article. The Use of Technology in Improving Multidisciplinary Care in Low-Resource Settings Vamsi C. Mohan, MD; Winston R. Owens, BS; Pierce C. Hollier, BS; Solomon Obiri-Yeboah, MD, DDS; and Peter Donkor, MDSc Dr. Donkor is the president of the Ghana Cleft Foundation and a member of Smile Train’s Global Medical Advisory Board; these are volunteer positions. The remaining authors have no financial interests in any of the products, devices, or drugs mentioned in this article. Simulation in Cleft Care: Evolution, Evidence, and Training the Future Surgeon Allison L. Diaz, BS; Rami Kantar, MD, MPH, PhD; Dale J. Podolsky, MD, PhD; and Roberto L. Flores, MD Dr. Podolsky is a shareholder of Simulare Medical (Toronto, Ontario, Canada). No financial support was received from Simulare Medical for the preparation of this article. Dr. Flores is a member of Smile Train’s Global Medical Advisory Board, a volunteer position. The remaining authors have no financial interests to declare in relation to the content of this article. Cleft Presurgical Infant Orthopedics: Evolution from Analog to Digital Appliances—Will It Increase Accessibility? Winston R. Owens, BS; Vamsi C. Mohan, MD; Krishnamurthy Bonanthaya, MBBS; and Alvaro A. Figueroa, DDS, MS Drs. Figueroa and Bonanthaya are members of Smile Train’s Global Medical Advisory Board; these are volunteer positions. The remaining authors have no financial interests to declare in relation to the content of this article.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".