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Record W2765469231 · doi:10.1007/s00268-017-4284-0

International Scholarship Programs of the American College of Surgeons: Expansion of the Global Surgical Network

2017· article· en· W2765469231 on OpenAlexaboutno aff
Giuseppe Nigri, Kate Early, George Tsoulfas, Alberto R. Ferreres, Cristina R. Ferrone, Richard D. Schulick, Waddah B. Al‐Refaie, Patricia Turner, George Velmahos

Bibliographic record

VenueWorld Journal of Surgery · 2017
Typearticle
Languageen
FieldMedicine
TopicGlobal Health and Surgery
Canadian institutionsnot available
Fundersnot available
KeywordsScholarshipRespondentMedicineMedical educationPublic relationsPolitical scienceLaw

Abstract

fetched live from OpenAlex

BACKGROUND: The American College of Surgeons has always promoted education and collaborations with other countries and their scientific organizations. The International Guest Scholarship program was established in 1968 to support the travel of foreign surgeons to medical Institutions in the USA and Canada. The program has grown substantially over time and now includes different categories of scholarships and surgeons. The objective of this article is to describe the experiences gained by the international scholars who visited US and Canadian institutions through these ACS programs. STUDY DESIGN: In order to collect information regarding these scholarships from the surgeons who have already participated in the program, an Internet-based survey was e-mailed to alumni. The surveys were constructed to gather career information on former scholars and to analyze the perceived impact of these programs on their careers. RESULTS: Among the international scholarships alumni, most are now Fellows of the American College of Surgeons. The majority of respondents maintained contact with their host surgeons in the USA or Canada; they began or continued research, surgical education and surgical quality improvement initiatives in their country of origin based upon their experiences as international scholars. Most of the alumni reported that the experience they had during the scholarship was inspiring, opened their minds and broadened their horizons. CONCLUSIONS: The overall effect of ACS international scholarship program should be considered as positive, as 80-90% of respondent alumni consider their experience very helpful and feel that it provided them with opportunities that would not have been possible without it. It is incumbent upon the ACS to continue along this path by identifying funding and donation sources, as well as enriching the content and goals.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.020
Threshold uncertainty score0.327

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.046
GPT teacher head0.333
Teacher spread0.287 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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".

Quick stats

Citations6
Published2017
Admission routes1
Has abstractyes

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