{"id":"W2945266075","doi":"10.1177/1460408619847338","title":"Trauma team leaders in Canada: A national survey","year":2019,"lang":"en","type":"article","venue":"Trauma","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Trauma care; Health care; Major trauma; Glasgow Coma Scale; Medical emergency; Rapid response team; Early warning score; Team composition; Family medicine; Emergency medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001373027,0.0002462782,0.0003629132,0.002168853,0.003284937,0.001485627,0.001081094,0.0004374637,0.002700844],"category_scores_gemma":[0.004391342,0.0003784764,0.000416077,0.005475713,0.0007704077,0.000578378,0.001198815,0.0007211256,0.0004301823],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02970126,"about_ca_system_score_gemma":0.04575236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992429,"about_ca_topic_score_gemma":0.9931665,"domain_scores_codex":[0.9972983,0.0001909024,0.0001760239,0.0002593864,0.001336362,0.0007389049],"domain_scores_gemma":[0.993073,0.0003298561,0.001143319,0.0001085094,0.003654738,0.001690574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002908928,0.00004437714,0.9847933,0.0001434179,0.00002225052,0.0000607312,0.002657719,0.00006829391,0.00009653596,0.00009003377,0.005070049,0.006924166],"study_design_scores_gemma":[0.000004826881,0.00002918668,0.9920364,0.00008156556,0.00000801643,0.00003450569,0.004838814,0.0001379208,0.00003148543,0.00001614845,0.002771317,0.00000974974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720803,0.00130574,0.0002674639,0.002030688,0.00004910446,0.0003251039,0.01641696,0.00003362583,0.007490886],"genre_scores_gemma":[0.9914479,0.001677609,0.0005464773,0.0008150393,0.0000176359,0.0001344492,0.003776413,0.000009293342,0.001575245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9702988,"threshold_uncertainty_score":0.2154987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07389185537687759,"score_gpt":0.3038762284061179,"score_spread":0.2299843730292403,"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."}}