{"id":"W2331400138","doi":"10.1111/j.1742-6723.2011.01489.x","title":"International Federation for Emergency Medicine Model Curriculum for Emergency Medicine Specialists","year":2011,"lang":"en","type":"article","venue":"Emergency Medicine Australasia","topic":"Emergency Medicine Education and Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Curriculum; Medicine; Emergency medicine; Psychological intervention; Medical education; Nursing; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002581408,0.001124621,0.001657824,0.001285164,0.0007071034,0.000003708263,0.00101979,0.0005310231,0.1971596],"category_scores_gemma":[0.005466007,0.0008314255,0.0006201999,0.001519174,0.0006334728,0.0004808427,0.000110847,0.0008206174,0.0001171937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139707,"about_ca_system_score_gemma":0.0004034523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192146,"about_ca_topic_score_gemma":0.0003211431,"domain_scores_codex":[0.990027,0.0001541056,0.004406173,0.001667255,0.002166398,0.001579106],"domain_scores_gemma":[0.9925461,0.0001159302,0.001064677,0.001237795,0.003646824,0.001388651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000604678,0.0009221041,0.02259343,0.0009196727,0.0005227413,0.000005805005,0.007047785,0.00001398386,0.008808414,0.01044215,0.9469571,0.00116222],"study_design_scores_gemma":[0.01945769,0.0106979,0.04404922,0.001851496,0.003013919,0.0001229457,0.015468,0.02560203,0.001411162,0.02031068,0.8556488,0.002366226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07596664,0.006123115,0.07261577,0.1479481,0.1580267,0.01444392,0.0002281153,0.001003782,0.5236439],"genre_scores_gemma":[0.3916024,0.02884992,0.006010176,0.0005460713,0.06382941,0.003389969,0.004157086,0.000565964,0.501049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3156357,"threshold_uncertainty_score":0.9994137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1912342816490386,"score_gpt":0.4491094155710886,"score_spread":0.25787513392205,"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."}}