{"id":"W4403029302","doi":"10.26685/urncst.655","title":"Medical School Negatively Affected Underrepresented Minority Student Wellness: A Rapid Review","year":2024,"lang":"en","type":"review","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Medical Education and Admissions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Underrepresented Minority; Medical school; Medical education; Psychology; Mathematics education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01779431,0.0004773971,0.002297816,0.002273529,0.0007553114,0.0002599253,0.001157176,0.001037171,0.0009342956],"category_scores_gemma":[0.1013294,0.0002592118,0.0003583861,0.008067635,0.00664361,0.0002128133,0.001260637,0.0150861,0.0001405667],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005211707,"about_ca_system_score_gemma":0.02022153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002688725,"about_ca_topic_score_gemma":0.00002353706,"domain_scores_codex":[0.9906739,0.001320021,0.001941598,0.001290781,0.003580199,0.001193512],"domain_scores_gemma":[0.9887117,0.002083361,0.0004235569,0.0006277086,0.001069968,0.007083724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001409992,0.0005399422,0.000202495,0.008248162,0.0001734758,0.0009665172,0.000006250632,9.234011e-10,9.495009e-7,0.001516671,0.02857272,0.9597587],"study_design_scores_gemma":[0.001327444,0.0007981142,0.0003822181,0.1424277,0.0007718324,0.006469043,0.0002879099,0.00009601646,8.144582e-7,0.01324909,0.8337798,0.0004099983],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001917466,0.7885013,0.000001235411,0.2085862,0.0006883141,0.001076252,0.000002775082,0.00006319095,0.0008890486],"genre_scores_gemma":[0.002227621,0.9943241,0.0000787435,0.001337547,0.0004659866,0.00006194967,0.000009721883,0.0000215594,0.001472764],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9593487,"threshold_uncertainty_score":0.999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1553162440248432,"score_gpt":0.5554359247047811,"score_spread":0.4001196806799379,"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."}}