{"id":"W3109331551","doi":"10.1002/aet2.10559","title":"Faculty Sim: Implementation of an Innovative, Simulation‐based Continuing Professional Development Curriculum for Academic Emergency Physicians","year":2020,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; University of Ottawa","funders":"","keywords":"Curriculum; Competence (human resources); Medical education; Professional development; Faculty development; Session (web analytics); Continuing professional development; Medicine; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002037125,0.0001304412,0.0002015978,0.0001248924,0.0001488703,0.000005904725,0.00005072465,0.00007352666,0.0001296124],"category_scores_gemma":[0.0001764196,0.0001345901,0.00003069832,0.0005127004,0.00002531838,0.0001927835,0.000007996739,0.0001472716,0.000001630265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006650269,"about_ca_system_score_gemma":0.001200273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002014427,"about_ca_topic_score_gemma":0.000003958898,"domain_scores_codex":[0.9986708,0.0000441051,0.0006204984,0.0002719644,0.000220656,0.0001719657],"domain_scores_gemma":[0.9982123,0.0001431019,0.0003701574,0.00008489782,0.00104718,0.0001423896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006768105,0.0002906984,0.4567665,0.0005202641,0.00003851065,1.098835e-7,0.1508316,0.002037457,0.001154242,0.0005133151,0.0003758725,0.3874037],"study_design_scores_gemma":[0.001902275,0.0002171992,0.8290892,0.0002573575,0.00005255876,8.561533e-7,0.1115455,0.04962078,0.00335894,0.00008761648,0.00363624,0.0002315443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917935,0.00005086971,0.003099197,0.003431738,0.0005310082,0.0009828295,0.00003102817,0.00005026681,0.00002959501],"genre_scores_gemma":[0.9845871,0.000001315254,0.01151238,0.001311661,0.0003234559,0.0002101648,0.001986404,0.00002170763,0.00004580789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3871722,"threshold_uncertainty_score":0.5488425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120177882470506,"score_gpt":0.4831592208501232,"score_spread":0.3629813383796172,"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."}}