{"id":"W2803229766","doi":"10.1177/2473974x18770409","title":"Interdisciplinary Crisis Resource Management Training: How Do Otolaryngology Residents Compare? A Survey Study","year":2018,"lang":"en","type":"article","venue":"OTO Open","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Otorhinolaryngology; Medicine; Anesthesiology; Training (meteorology); Family medicine; Psychiatry","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":[0.003879124,0.0001963119,0.0003390512,0.001904417,0.0009323944,0.001080443,0.0007806616,0.0007533162,0.001698806],"category_scores_gemma":[0.0127396,0.0003063216,0.0004287378,0.00417321,0.0009412845,0.001632529,0.001077161,0.000639469,0.0003721269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003374234,"about_ca_system_score_gemma":0.004761534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1749663,"about_ca_topic_score_gemma":0.1909263,"domain_scores_codex":[0.9959778,0.0008509292,0.000367905,0.0003364282,0.001470512,0.0009964085],"domain_scores_gemma":[0.9922094,0.00119352,0.002545081,0.0001254099,0.001972076,0.001954437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003923524,0.00007870795,0.9920494,0.0000392306,0.00002352713,0.00005507869,0.002636229,0.00002264019,0.00006212776,0.00001975374,0.0005588241,0.00441523],"study_design_scores_gemma":[0.000004541141,0.00009075122,0.9914478,0.00002380153,0.000005308636,0.00006259348,0.007781141,0.00007494623,0.00001973944,0.00000704913,0.0004758753,0.000006531072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981127,0.0002566945,0.00005043616,0.0004875057,0.00001447455,0.0000320827,0.000299501,0.000003386041,0.0007432042],"genre_scores_gemma":[0.9990871,0.0002961721,0.00004562025,0.0001774108,0.00001537052,0.00002770263,0.0002193737,0.000002058916,0.0001292714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1749663,"threshold_uncertainty_score":0.3478958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2164268770197111,"score_gpt":0.4988916779398238,"score_spread":0.2824648009201127,"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."}}