{"id":"W2762092242","doi":"10.1097/acm.0000000000001940","title":"A Multi-Institutional Longitudinal Faculty Development Program in Humanism Supports the Professional Development of Faculty Teachers","year":2017,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Humanism; Facilitator; Faculty development; Medical education; Professional development; Attendance; Psychology; Pedagogy; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01144144,0.0004593751,0.0002556898,0.001270983,0.004969625,0.001208973,0.002530028,0.000611418,0.004213815],"category_scores_gemma":[0.008404986,0.000368427,0.0004370869,0.0006898402,0.001166053,0.0009307177,0.007848482,0.00158579,0.001274343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003756172,"about_ca_system_score_gemma":0.03111699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007250288,"about_ca_topic_score_gemma":0.0430024,"domain_scores_codex":[0.9956511,0.002262148,0.0001130596,0.0004388882,0.0005984234,0.0009363363],"domain_scores_gemma":[0.9781245,0.001316531,0.00114873,0.001011609,0.00191346,0.01648512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006676842,0.01908057,0.0880795,0.0002313537,0.00005626324,0.0002876622,0.01226467,0.0005003398,0.005607437,0.001809377,0.04774173,0.8236734],"study_design_scores_gemma":[0.002037592,0.01852953,0.5731128,0.0007524223,0.0001528309,0.0009458186,0.03106663,0.003559675,0.01472922,0.003866685,0.3510656,0.0001811269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9195953,0.001806375,0.02141033,0.01800607,0.001167739,0.006081501,0.001208321,0.002268452,0.02845595],"genre_scores_gemma":[0.877762,0.0008807818,0.09023682,0.002916294,0.0003514751,0.005771587,0.001337003,0.0001620951,0.02058201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01144144,"threshold_uncertainty_score":0.06050885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1465822797929657,"score_gpt":0.4680787436870654,"score_spread":0.3214964638940996,"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."}}