{"id":"W3042567496","doi":"10.1097/sih.0000000000000482","title":"Simulation in the Continuing Professional Development of Academic Emergency Physicians","year":2020,"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":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Saskatchewan; Western University","funders":"","keywords":"Continuing professional development; Emergency department; Medicine; Telephone survey; Resuscitation; Medical education; Family medicine; Professional development; Medical emergency; Psychology; Emergency medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004775843,0.0003908831,0.0008284884,0.0002916987,0.0004381183,0.00001373105,0.0006663129,0.0005149788,0.0000219788],"category_scores_gemma":[0.001882869,0.0002641842,0.0006622628,0.002444531,0.000124569,0.0004041808,0.00007779958,0.002142432,0.000002119892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183366,"about_ca_system_score_gemma":0.001525515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003008212,"about_ca_topic_score_gemma":0.0002243535,"domain_scores_codex":[0.9917268,0.001428397,0.004220782,0.0004091034,0.001547989,0.0006669526],"domain_scores_gemma":[0.9872426,0.006709849,0.002884134,0.0005742606,0.002376981,0.0002121406],"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":[0.0005827423,0.00009322158,0.3221666,0.0009977071,0.00002387354,3.808086e-7,0.07200414,0.6016133,0.00002707087,0.0001055836,0.00004070988,0.002344669],"study_design_scores_gemma":[0.002119513,0.0002058088,0.3921991,0.001281078,0.00005083486,0.000002105845,0.01254084,0.5898029,0.00003453583,0.00122037,0.0003629268,0.0001799645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8959669,0.001833888,0.00296824,0.09320902,0.001605552,0.004351509,0.00003603493,0.00002584276,0.000002991321],"genre_scores_gemma":[0.9930661,0.00009907572,0.0008494736,0.004966823,0.0007780953,0.00009326752,0.00006033457,0.00006618076,0.00002064817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09709918,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0856346701565087,"score_gpt":0.4346618428587394,"score_spread":0.3490271727022307,"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."}}