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Record W4412500168 · doi:10.55889/2582-5984.1008

Student attitude towards integrative medicine in a Caribbean medical school

2021· article· en· W4412500168 on OpenAlexaboutno aff
P Ravi Shankar, Dwivedi NR, Ramanan Balasubramanium, Atanu Nandy, Gabriel D. Dakubo, Byron Barton

Bibliographic record

VenueManipal Journal of Medical Sciences · 2021
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsnot available
Fundersnot available
KeywordsIntegrative medicineMedical schoolMedical educationPsychologyAlternative medicineMedicineTraditional medicinePathology

Abstract

fetched live from OpenAlex

Background: Patients in developed nations increasingly use Complementary and Alternative Medicine (CAM) and Integrative Medicine (IM). Previous studies have not examined student attitudes towards IM at Xavier University School of Medicine (XUSOM), a Caribbean medical school. Most students are citizens of the United States or Canada and will practice in these countries after graduation. Hence, the present study was conducted using the integrative medicine attitude questionnaire (IMAQ), a previously validated questionnaire. Methods: First to fourth semester premedical and undergraduate medical (MD) students were involved in the study. Respondents’ gender, semester of study and nationality were noted. Their degree of agreement with a set of 29 statements was studied using a modified Likert-type scale. The total score, openness, and relationship scores were compared among different subgroups. Free text comments were invited. Results: Sixty-two of the 79 students (78.5%) participated; 19 were premedical while 43 were MD students. The mean ± SD total score was 138.85 ± 15.84 (maximum score 203). The mean ± SD openness score was 94.69 ± 10.99 (maximum score being 147). The mean ± SD relationship score was 44.16 ± 8.18 (maximum possible score being 56). The scores were not significantly different among subgroups of respondents. The scores of certain statements were low. Conclusion: Student attitudes towards CAM and IM were positive and these can be considered for possible inclusion in the curriculum. Studies among students in the clinical years and in other medical schools are recommended. A longitudinal follow up of students can be considered.

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)0.010
metaresearch head score (Gemma)0.041
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.477
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.041
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0140.000

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 head0.052
GPT teacher head0.443
Teacher spread0.391 · 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".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

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