{"id":"W3177100064","doi":"10.1097/acm.0000000000004094","title":"Distant and Hidden Figures: Foregrounding Patients in the Development, Content, and Implementation of Entrustable Professional Activities","year":2021,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Northern British Columbia","funders":"","keywords":"Curriculum; Medical education; Supervisor; Documentation; Autonomy; Psychology; Patient care; Medicine; Professional development; Nursing; Computer science; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01479563,0.0004567302,0.00026875,0.0007576935,0.003619953,0.007207727,0.001578676,0.002595981,0.003689525],"category_scores_gemma":[0.03084178,0.0004130229,0.0004504476,0.0003628916,0.01325415,0.008261058,0.01112128,0.004620994,0.0007332049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002886261,"about_ca_system_score_gemma":0.008346723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038457,"about_ca_topic_score_gemma":0.003311005,"domain_scores_codex":[0.9821289,0.01362594,0.0004750829,0.0005939474,0.001865847,0.001310307],"domain_scores_gemma":[0.9834119,0.009649645,0.001691246,0.001155128,0.001035234,0.003056757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002008649,0.0008083688,0.02483251,0.0006684503,0.00003048365,0.001958517,0.4158856,0.000753322,0.005248536,0.09573867,0.01298466,0.44089],"study_design_scores_gemma":[0.0001448401,0.001663118,0.02892808,0.003650629,0.0001452969,0.007642102,0.4012068,0.003131794,0.01715966,0.1478414,0.3881956,0.0002907179],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5887943,0.003924192,0.1436854,0.1306753,0.001721889,0.0004727443,0.00004673813,0.0006547988,0.1300245],"genre_scores_gemma":[0.9512022,0.001296262,0.03458721,0.006262317,0.0001763342,0.0001183427,0.00001918956,0.00006389162,0.006274285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01479563,"threshold_uncertainty_score":0.07824773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04632876175496053,"score_gpt":0.3811524028050169,"score_spread":0.3348236410500564,"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."}}