{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005971971,0.0002323253,0.0001553483,0.0007472546,0.001744707,0.002319784,0.001047906,0.0007170123,0.007725293],"category_scores_gemma":[0.02339931,0.000164828,0.0002040624,0.0008192756,0.001162745,0.0008361827,0.004126744,0.001058345,0.0008777396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009710118,"about_ca_system_score_gemma":0.03815966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1001665,"about_ca_topic_score_gemma":0.1821886,"domain_scores_codex":[0.9939548,0.003537767,0.0002104776,0.0002221471,0.001283469,0.0007913098],"domain_scores_gemma":[0.9788614,0.004714987,0.001909706,0.0004890816,0.003160288,0.01086447],"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":[0.0004014587,0.001330262,0.2219674,0.001389317,0.00005377968,0.0006023805,0.0141086,0.004208345,0.0007413959,0.007355232,0.09731352,0.6505283],"study_design_scores_gemma":[0.000320662,0.0010916,0.3513471,0.00459919,0.00007564725,0.002063237,0.02581743,0.009201325,0.001986878,0.01330272,0.5900423,0.0001519353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6379377,0.02613802,0.01073249,0.1402477,0.001413675,0.0008049964,0.0007936802,0.0006254718,0.1813063],"genre_scores_gemma":[0.9759913,0.005831813,0.009184486,0.004139916,0.0002221539,0.0001728634,0.0002856051,0.00002149157,0.004150405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1001665,"threshold_uncertainty_score":0.199167,"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."}}