{"id":"W4383555187","doi":"10.1007/s40670-023-01831-x","title":"Effects of SGM Education for Undergraduate Medical Students in a Canadian Context","year":2023,"lang":"en","type":"article","venue":"Medical Science Educator","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Preparedness; Curriculum; Medical education; Context (archaeology); Medicine; Cohort; Psychology; Family medicine; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003411606,0.0001056702,0.0002133738,0.0006834371,0.0001871086,0.0000366975,0.001264032,0.0001794241,0.0006485867],"category_scores_gemma":[0.006016512,0.00009371543,0.00004757378,0.001663976,0.0007165251,0.00008617349,0.0000788648,0.0002339948,0.0006396145],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003808088,"about_ca_system_score_gemma":0.02179234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6166559,"about_ca_topic_score_gemma":0.3287663,"domain_scores_codex":[0.9966232,0.0001303123,0.0003569615,0.0003811569,0.001579281,0.0009290926],"domain_scores_gemma":[0.9969682,0.0005862793,0.000071694,0.0002351296,0.00008167991,0.002057022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001741068,0.0009706189,0.5959866,0.0006477819,0.0000142612,0.00002791325,0.003373739,6.306131e-8,0.00002538899,0.05817587,0.2554806,0.08527971],"study_design_scores_gemma":[0.001040551,0.0001401943,0.9477537,0.0001556699,0.00001627295,0.00001228197,0.0009538584,0.00004250112,0.00002570478,0.004539897,0.04515434,0.0001650634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265729,0.000257014,0.000009212362,0.05962314,0.00917145,0.0005823518,0.000005309115,0.00002629021,0.00375236],"genre_scores_gemma":[0.9905021,0.00009337623,0.00001490269,0.004912194,0.0006447529,0.000244056,0.000006713599,0.00001129633,0.003570651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3517671,"threshold_uncertainty_score":0.9837532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235903967374674,"score_gpt":0.4533813857664815,"score_spread":0.4297909890290141,"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."}}