{"id":"W3080483598","doi":"10.1097/acm.0000000000003486","title":"College of Medicine, University of Saskatchewan","year":2020,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matriculation; Medical education; Curriculum; Disadvantaged; Health care; Certificate; Medicine; Agency (philosophy); Diversity (politics); Psychology; Pedagogy; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005712577,0.001042328,0.0006140399,0.0009892875,0.002552062,0.003329897,0.001206831,0.001165657,0.4533709],"category_scores_gemma":[0.002309738,0.000614061,0.0004548068,0.001200586,0.000818532,0.001258749,0.002086699,0.003148265,0.1462159],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00720985,"about_ca_system_score_gemma":0.02621185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1929825,"about_ca_topic_score_gemma":0.4283413,"domain_scores_codex":[0.999069,0.000109311,0.00004044197,0.0002961442,0.0002605075,0.0002245306],"domain_scores_gemma":[0.9980434,0.0001785538,0.00006655468,0.0001418129,0.0008913592,0.000678307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004394103,0.0006148452,0.01660327,0.0005567314,0.0000930255,0.001971178,0.0005036946,0.0003821611,0.003222411,0.009074829,0.7136338,0.2529047],"study_design_scores_gemma":[0.0001449767,0.0001479991,0.03328671,0.0007987802,0.00002923634,0.0007161305,0.001005275,0.0003493348,0.0005908838,0.002072938,0.9607828,0.00007487979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02328262,0.007946167,0.001825892,0.02792129,0.004882253,0.0008010495,0.02263503,0.0008331177,0.9098727],"genre_scores_gemma":[0.02736503,0.00587807,0.002495233,0.006005237,0.0002007587,0.0003223572,0.005142367,0.0001726092,0.9524183],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9927902,"threshold_uncertainty_score":0.7797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167398674371983,"score_gpt":0.3104565125044885,"score_spread":0.2787825257607686,"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."}}