{"id":"W4401628139","doi":"10.2196/59009","title":"Gender and Sexuality Awareness in Medical Education and Practice: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Inclusion (mineral); Preparedness; Human sexuality; Curriculum; Perception; Medical education; Psychological intervention; Medicine; Health care; Psychology; Family medicine; Content analysis; Nursing; Social psychology; Pedagogy; Political science; Gender studies; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01792492,0.0005190157,0.00133204,0.002576729,0.001582133,0.002159915,0.0008915645,0.0009305585,0.003633067],"category_scores_gemma":[0.01620189,0.0006533042,0.001267538,0.00308819,0.0009608371,0.001750888,0.001403896,0.0006017619,0.000387103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001430199,"about_ca_system_score_gemma":0.00248022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002373562,"about_ca_topic_score_gemma":0.005213472,"domain_scores_codex":[0.9879831,0.007371786,0.001586428,0.0008834332,0.001607281,0.0005679391],"domain_scores_gemma":[0.9829822,0.01146733,0.002618598,0.0007634172,0.001728612,0.0004397715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001274248,0.003978251,0.7911952,0.008153556,0.001124937,0.001208045,0.09415942,0.0001542098,0.001234274,0.001244098,0.00130006,0.09497365],"study_design_scores_gemma":[0.0003346629,0.01059422,0.6593153,0.006828733,0.001266601,0.002606215,0.3004298,0.001128845,0.001594073,0.001409415,0.01433377,0.0001582685],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857569,0.006191163,0.002286998,0.0002738367,0.00006022834,0.002685667,0.0006627677,0.00001157694,0.002070798],"genre_scores_gemma":[0.9842359,0.004029684,0.004269598,0.0007529658,0.0000812149,0.005215022,0.0003560609,0.00001245993,0.001047193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01792492,"threshold_uncertainty_score":0.09479719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048233479891114,"score_gpt":0.5850371587609929,"score_spread":0.4802138107718816,"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."}}