{"id":"W3193182883","doi":"10.1002/aet2.10685","title":"Creation of a standardized pediatric emergency medicine simulation curriculum for emergency medicine residents","year":2021,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pediatric emergency medicine; Curriculum; Delphi method; Medicine; Medical education; Family medicine; Emergency medicine; Medical emergency; Psychology; Emergency department; Nursing; Emergency physician; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01332588,0.0005433417,0.000283258,0.001204835,0.0008189537,0.001040012,0.00148747,0.0005845482,0.00244773],"category_scores_gemma":[0.02770327,0.0003693037,0.0005710397,0.0005780818,0.0007075833,0.001104463,0.003479928,0.001002426,0.0008094878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949369,"about_ca_system_score_gemma":0.0100114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000834407,"about_ca_topic_score_gemma":0.001861879,"domain_scores_codex":[0.9928537,0.003820818,0.0008274848,0.0003873204,0.001637113,0.0004735953],"domain_scores_gemma":[0.9863657,0.003085627,0.001961978,0.001314511,0.005318387,0.001953716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004234431,0.008035186,0.09827735,0.002516373,0.00008235444,0.001402211,0.02898209,0.01625035,0.03049539,0.003615075,0.01988885,0.7900314],"study_design_scores_gemma":[0.001057979,0.02791061,0.4294393,0.005745195,0.0002720045,0.005200439,0.05660254,0.05224954,0.0882795,0.00841978,0.3242593,0.0005638381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8616862,0.0002876859,0.1008483,0.001882629,0.0002912113,0.02211356,0.0004017456,0.0007677904,0.01172091],"genre_scores_gemma":[0.5902,0.0006124464,0.3946889,0.0003603253,0.0001056913,0.01087639,0.0009802728,0.00006658325,0.002109508],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01332588,"threshold_uncertainty_score":0.07047486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08185185863161017,"score_gpt":0.4529203380731234,"score_spread":0.3710684794415132,"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."}}