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Record W1675428597 · doi:10.7556/jaoa.2015.062

Canadian DOs: International Expansion of Osteopathic Medical Education North of the Border

2015· article· en· W1675428597 on OpenAlex
Sevan Evren, Pranay Chander, Julia Kim, Andrew S. Bi, Dennis Fiddler, Emily Wayent, Howard S. Teitelbaum

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Osteopathic Medicine · 2015
Typearticle
Languageen
FieldHealth Professions
TopicGlobal Health Workforce Issues
Canadian institutionsnot available
Fundersnot available
KeywordsOsteopathic medicine in the United StatesSpecialtyAccreditationGraduate medical educationFamily medicineMedicineDebtMedical educationPreferenceAlternative medicineFinance

Abstract

fetched live from OpenAlex

CONTEXT: The growth of osteopathic medicine in the United States has led to a vibrant expansion of the profession internationally. Canadian students represent the majority of international applicants and matriculants to US colleges of osteopathic medicine (COMs); however, to our knowledge, no studies have explored this population. OBJECTIVE: To gain a better understanding of Canadian students attending US colleges of osteopathic medicine by examining their residency training preference, visa preference, intent to practice in the United States or Canada, receptiveness to incorporating osteopathic manipulative medicine into practice, specialty preference, estimated debt incurred, and effect of debt on specialty choice. METHODS: A 10-question electronic survey was sent to Canadian osteopathic medical students in the 17 COMs and branch campuses that accept international applicants. The initial survey pool consisted of frst-, second-, third-, and fourth-year medical students (classes of 2014-2017) compiled from a database managed by the Canadian Osteopathic Medical Student Association. RESULTS: Of the 102 students contacted, 66 (65%) completed the survey. Respondents had a strong desire to practice in Canada (44 [67%]) but were considering an Accreditation Council on Graduate Medical Education (ACGME) or dually accredited residency program in the United States (46 [70%] and 15 [23%], respectively) that would sponsor an H1B visa. Respondents were receptive to incorporating osteopathic manipulative medicine into practice (44 [67%]). Most respondents chose non-primary care specialties (40 [61%]) and incurred a debt of more than $200,000 (44 of 65 [68%]); however, debt had a limited infuence on respondents' choice of specialty (χ23=1.911; P=.591). CONCLUSION: Most respondents planned to complete ACGME training, to return to Canada to practice medicine, and to practice in a non-primary care specialty. As a growing population that will play a large role in the expansion and reception of the profession internationally, Canadian osteopathic medical students and US-trained Canadian DOs merit further examination.

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.

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)0.005
metaresearch head score (Gemma)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.391
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.041
GPT teacher head0.439
Teacher spread0.398 · 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