{"id":"W3211182520","doi":"10.36834/cmej.72121","title":"Performance of Black and Indigenous applicants in a medical school admissions process","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Medical Education and Admissions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Indigenous; Diversity (politics); Multiculturalism; Population; Demography; Significant difference; Medical school; Medicine; Cultural diversity; Ethnic group; Black male; Family medicine; Medical education; Psychology; Environmental health; Political science; Internal medicine; Sociology; Biology; Pedagogy; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.004236491,0.0002293155,0.0002576284,0.001683712,0.002236344,0.001503118,0.000695699,0.0004891533,0.003651718],"category_scores_gemma":[0.01233183,0.0001828869,0.0003477507,0.001519986,0.0009956127,0.0006958403,0.002318952,0.0007767347,0.000685973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002500757,"about_ca_system_score_gemma":0.003837225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06090294,"about_ca_topic_score_gemma":0.09889475,"domain_scores_codex":[0.997018,0.0007232278,0.0001679339,0.0002568979,0.0009221659,0.0009117622],"domain_scores_gemma":[0.9908108,0.0009515733,0.003133059,0.0002244992,0.001473412,0.003406662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001458981,0.000138861,0.9895138,0.00001705031,0.00001338008,0.000118479,0.002941493,0.0000451443,0.0002432654,0.00009220598,0.0003276445,0.006402672],"study_design_scores_gemma":[0.000003262418,0.0001422093,0.9955521,0.00001569437,0.000005201143,0.00008243055,0.003520257,0.0001134,0.0001129691,0.00003916562,0.0004051464,0.000008086492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987286,0.00006405646,0.00002632432,0.0001270891,0.000007386383,0.00001873052,0.00005785656,0.000002049279,0.0009678868],"genre_scores_gemma":[0.999105,0.0000579949,0.00004362036,0.00004539365,0.000006521627,0.00001280283,0.0000684421,0.000001584662,0.0006585778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06090294,"threshold_uncertainty_score":0.1210969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262533560461798,"score_gpt":0.3393644961052706,"score_spread":0.3267391605006527,"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."}}