{"id":"W2416870407","doi":"10.1097/sih.0000000000000090","title":"Faculty Development for Simulation Programs","year":2015,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Debriefing; Medical education; Psychology; Quality (philosophy); Computer science; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006059838,0.0004879081,0.0008942307,0.0003861305,0.0007273824,0.0000650683,0.0005019543,0.0006147273,0.000006812923],"category_scores_gemma":[0.002221545,0.0003547861,0.0009007975,0.001704126,0.0001451386,0.0004833794,0.00007182101,0.001083525,0.000003639963],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004041363,"about_ca_system_score_gemma":0.004348691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006858414,"about_ca_topic_score_gemma":0.0004194065,"domain_scores_codex":[0.9929996,0.0007081346,0.003368079,0.0004996284,0.001507594,0.0009169665],"domain_scores_gemma":[0.9840602,0.00561109,0.002195688,0.0007978511,0.006764537,0.000570627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00128881,0.0001648917,0.263101,0.0009610086,0.00005498032,3.79891e-7,0.0143938,0.7144382,0.000001750756,0.0001753036,0.0001248978,0.005294997],"study_design_scores_gemma":[0.006954331,0.0007751032,0.1170732,0.001019024,0.0001131044,0.00001159421,0.007181672,0.8568619,0.00002921582,0.004701524,0.004917851,0.0003614426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8700813,0.002014549,0.02762319,0.08331129,0.003338283,0.01339945,0.0001103411,0.000113538,0.000008037247],"genre_scores_gemma":[0.987529,0.00001993503,0.007423663,0.003254073,0.0009236997,0.0002996702,0.0003366953,0.0001114682,0.0001018065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1460278,"threshold_uncertainty_score":0.9998904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1829026666423743,"score_gpt":0.457045455287876,"score_spread":0.2741427886455017,"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."}}