{"id":"W3040173496","doi":"10.1186/s41077-020-00129-x","title":"Development of an in situ simulation-based continuing professional development curriculum in pediatric emergency medicine","year":2020,"lang":"en","type":"article","venue":"Advances in Simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster Children's Hospital; McMaster University; Health Sciences Centre; McMaster University Medical Centre","funders":"Canadian Medical Association; McMaster University","keywords":"Professional development; Continuing professional development; Medicine; Curriculum; Pediatric emergency medicine; Health services research; Faculty development; Medical education; Continuing education; Public health; Nursing; Emergency department; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.008667914,0.000527533,0.0001642464,0.0008516918,0.0005701956,0.0009597889,0.001236443,0.0007099819,0.002074727],"category_scores_gemma":[0.0167383,0.0003159769,0.0003882537,0.0003324847,0.0004382824,0.0007066928,0.001959818,0.0007673132,0.0003755469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551371,"about_ca_system_score_gemma":0.005533356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005898047,"about_ca_topic_score_gemma":0.001097394,"domain_scores_codex":[0.9959484,0.002719973,0.0002694492,0.0002720389,0.0005935132,0.0001967531],"domain_scores_gemma":[0.9932188,0.003433137,0.0007518441,0.0004266697,0.001402081,0.0007673648],"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":[0.0004756154,0.01001291,0.0476833,0.00164312,0.0000955035,0.0005559506,0.01609317,0.06695829,0.04958905,0.007967009,0.005393067,0.7935329],"study_design_scores_gemma":[0.001915545,0.02487162,0.1134711,0.003672154,0.0004097311,0.002857038,0.02256708,0.4069677,0.2323413,0.02321428,0.1673057,0.0004066989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6568661,0.0001272825,0.3213516,0.001107781,0.0001199289,0.007940583,0.0001959221,0.0007739732,0.01151685],"genre_scores_gemma":[0.3917689,0.0001347437,0.603668,0.0001698135,0.00001714223,0.002750905,0.0002626829,0.00003302821,0.001194754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008667914,"threshold_uncertainty_score":0.04584086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04036985099219788,"score_gpt":0.4102270230278819,"score_spread":0.3698571720356841,"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."}}