{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002263185,0.0002631915,0.0004549053,0.0002177084,0.0007457068,0.000007959306,0.0005279967,0.0003092832,0.0002249106],"category_scores_gemma":[0.002505388,0.0001485699,0.00003794358,0.0002349315,0.001030328,0.000151788,0.0001757235,0.001354226,0.00002626252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004234516,"about_ca_system_score_gemma":0.001813694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005279718,"about_ca_topic_score_gemma":0.00004049168,"domain_scores_codex":[0.9967784,0.00004118961,0.00119261,0.000398016,0.001180959,0.0004088458],"domain_scores_gemma":[0.9984808,0.00004161995,0.0005820862,0.0004515843,0.0003166356,0.0001273064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001243079,0.0008524627,0.5558602,0.0003707827,0.0002175267,0.00005221665,0.07781315,0.000004042357,0.002857188,0.001791443,0.02438832,0.3356683],"study_design_scores_gemma":[0.0026963,0.00006715565,0.8951492,0.001262248,0.00004425718,0.00005602605,0.003215778,0.0001594741,0.001284438,0.00007577903,0.09583604,0.0001532721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856246,0.0001001406,0.00115238,0.01002676,0.001071513,0.001345413,0.000003070793,0.00005083893,0.0006253438],"genre_scores_gemma":[0.9646911,0.00001210467,0.02943166,0.0006333623,0.0003571931,0.000443804,0.0006454198,0.00001765073,0.003767675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.339289,"threshold_uncertainty_score":0.6058503,"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."}}