{"id":"W2606164977","doi":"","title":"MEDICAL SCHOOL ADMISSION POLICY ANALYSIS: SUCCESS IN INCREASING AFRICAN AMERICANS IN MATRICULANT CLASSES","year":2016,"lang":"en","type":"article","venue":"OpenSIUC (Southern Illinois University Carbondale)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.01438416,0.0002057617,0.0002773109,0.003029171,0.004881744,0.004667798,0.001569677,0.001590053,0.01019908],"category_scores_gemma":[0.0451385,0.0001688813,0.0004624845,0.002963998,0.001203628,0.001672184,0.003670829,0.00195112,0.0009933482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009259917,"about_ca_system_score_gemma":0.02443322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03102888,"about_ca_topic_score_gemma":0.05243621,"domain_scores_codex":[0.9868358,0.005799745,0.000710545,0.0006218276,0.002586074,0.003445938],"domain_scores_gemma":[0.9621931,0.01232061,0.005609034,0.0008336004,0.00549317,0.01355041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009725316,0.003223669,0.7268324,0.0004546197,0.0001111256,0.0004522073,0.009376667,0.001231323,0.001674331,0.01571985,0.0362067,0.2037446],"study_design_scores_gemma":[0.0001034796,0.0007153625,0.9441733,0.0003535733,0.00007802399,0.00009295014,0.02624521,0.001533242,0.002010676,0.00180861,0.02283926,0.00004621596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9117498,0.0007770831,0.0006053413,0.04181387,0.0002607827,0.0003660115,0.0004258714,0.00006608463,0.04393512],"genre_scores_gemma":[0.9898205,0.0003918349,0.000496832,0.00383113,0.0001561688,0.0001265203,0.0001949179,0.00001800346,0.004964055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03102888,"threshold_uncertainty_score":0.07607162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062629589422304,"score_gpt":0.3441611426570107,"score_spread":0.3235348467627877,"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."}}