{"id":"W3206515090","doi":"10.1097/acm.0000000000004479","title":"Making Room at the Table: Expanding the MCAT Fee Assistance Program in Canada via Student and Trainee Representation","year":2021,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Medical Education and Admissions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Outreach; Medical education; Diversity (politics); Socioeconomic status; Underrepresented Minority; Medicine; Medical school; Inclusion (mineral); Test (biology); Family medicine; Psychology; Political science","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":[0.008453446,0.0005785487,0.0008033648,0.00119337,0.005961187,0.006245771,0.004917867,0.01515436,0.01185871],"category_scores_gemma":[0.0468644,0.0006057255,0.0006963474,0.001404858,0.003891853,0.003374949,0.002062273,0.01667304,0.002521027],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0180913,"about_ca_system_score_gemma":0.05971253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3888127,"about_ca_topic_score_gemma":0.6143417,"domain_scores_codex":[0.9944907,0.0007709672,0.000362304,0.0005177767,0.002393737,0.001464551],"domain_scores_gemma":[0.9627033,0.009142444,0.002035856,0.0004961948,0.01623492,0.009387163],"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":[0.00002507467,0.00002081032,0.0008466733,0.0001367916,0.00001032406,0.0002071497,0.0001617429,0.00003256448,0.00003404364,0.0004581839,0.9869201,0.01114649],"study_design_scores_gemma":[0.0000732796,0.00005522131,0.007602739,0.001205991,0.00006664806,0.0004875258,0.001537918,0.0005020586,0.0002728477,0.001319953,0.9867641,0.0001116499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0009653309,0.006419243,0.0001708643,0.9008891,0.08895516,0.00002765651,0.0001326649,0.00007003442,0.002369965],"genre_scores_gemma":[0.02293828,0.01481563,0.0007737472,0.7724419,0.1770533,0.00005624293,0.0001620786,0.0001491393,0.01160966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9819087,"threshold_uncertainty_score":0.7730992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07408006420640115,"score_gpt":0.4319941885672154,"score_spread":0.3579141243608143,"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."}}