{"id":"W4384664046","doi":"10.1001/jamanetworkopen.2023.24194","title":"Racial and Ethnic Diversity in Medical School Admissions in Canada","year":2023,"lang":"en","type":"review","venue":"JAMA Network Open","topic":"Medical Education and Admissions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Diversity (politics); Accountability; Cultural diversity; Ethnic group; Government (linguistics); Socioeconomic status; Psychology; Value (mathematics); Medical education; Public relations; Sociology; Medicine; Political science; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002285694,0.0001714093,0.0002666667,0.003045216,0.008405948,0.003917999,0.001103896,0.0004971225,0.004088664],"category_scores_gemma":[0.01265833,0.0002089176,0.0003425585,0.005704849,0.003162933,0.0009292446,0.003432103,0.001009867,0.0001784856],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03578536,"about_ca_system_score_gemma":0.1081251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9600687,"about_ca_topic_score_gemma":0.9854445,"domain_scores_codex":[0.9956782,0.000715675,0.000219275,0.0003555872,0.001921197,0.001110115],"domain_scores_gemma":[0.9883307,0.001151573,0.00226335,0.0001888295,0.002367087,0.005698465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001468978,0.0001476261,0.7698609,0.0007288847,0.00005794612,0.0007547112,0.08997416,0.0001913627,0.0008120273,0.003560087,0.01477836,0.118987],"study_design_scores_gemma":[0.000009680932,0.00003287719,0.88123,0.0005800106,0.0000282988,0.0002283218,0.09421445,0.0001759887,0.0001867445,0.0003886437,0.02287641,0.00004857442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9645454,0.002663925,0.0002631545,0.007985383,0.0001150104,0.0001477865,0.001112563,0.00003640612,0.02313043],"genre_scores_gemma":[0.9955577,0.001180395,0.0003378007,0.0008030491,0.00001921807,0.00002650258,0.0002469397,0.00001527285,0.001813117],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9642146,"threshold_uncertainty_score":0.2596422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2221893380465557,"score_gpt":0.4650857437359771,"score_spread":0.2428964056894214,"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."}}