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Record W4414499463 · doi:10.1097/prs.0000000000012379

Financial Disclosure Appendix for “Advances in Cleft Care”

2025· article· en· W4414499463 on OpenAlexaboutno aff

Bibliographic record

VenuePlastic & Reconstructive Surgery · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicDelphi Technique in Research
Canadian institutionsnot available
Fundersnot available
KeywordsTerm (time)Financial AuditFinancial planAccounting managementAudit

Abstract

fetched live from OpenAlex

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.012
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.470
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.036
GPT teacher head0.376
Teacher spread0.340 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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