{"id":"W4205455628","doi":"10.36834/cmej.74051","title":"The Association of Faculties of Medicine of Canada Student Elective Diversification Policy: perspectives in ophthalmology","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta; Université de Montréal; McGill University","funders":"","keywords":"Diversification (marketing strategy); Ophthalmology; Medicine; Association (psychology); Family medicine; Medical education; Psychology; Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02099489,0.0003711895,0.0006528078,0.001834215,0.02202826,0.0165893,0.003603288,0.03026851,0.0156459],"category_scores_gemma":[0.03249511,0.0006398509,0.0009668261,0.003915777,0.01034802,0.006014424,0.006555064,0.01907634,0.000935396],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09322525,"about_ca_system_score_gemma":0.3841321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8642656,"about_ca_topic_score_gemma":0.9264606,"domain_scores_codex":[0.9752833,0.003286934,0.0006667956,0.001132706,0.007666402,0.01196384],"domain_scores_gemma":[0.888976,0.01584313,0.003942174,0.0008382794,0.01938998,0.07101046],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001483061,0.0001721817,0.009896151,0.0002344456,0.00002244195,0.0003704227,0.002710741,0.0002868018,0.0004122181,0.1696629,0.7755262,0.04055715],"study_design_scores_gemma":[0.0001174516,0.00007099994,0.0361342,0.001285577,0.00003546557,0.0001848464,0.01088128,0.0004947369,0.0002004997,0.01361787,0.9367741,0.0002028654],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003424426,0.004915205,0.00008037115,0.9784366,0.002041906,0.00001083263,0.00007714844,0.000009300062,0.01100421],"genre_scores_gemma":[0.1836393,0.01591071,0.001472154,0.7571767,0.006260445,0.00008633433,0.0001644604,0.00005217475,0.03523768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9790051,"threshold_uncertainty_score":0.6763997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805905710997491,"score_gpt":0.3336127644129231,"score_spread":0.3155537073029482,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}