{"id":"W4244434490","doi":"10.1503/cjs.004018","title":"Trauma Association of Canada Abstracts 2018","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Université Laval; University of British Columbia; Alberta Hospital Edmonton; Parachute; University of Toronto; McGill University; McGill University Health Centre; University of Alberta Hospital; Alberta Children's Hospital; London Health Sciences Centre; Alberta Health Services; Hospital for Sick Children","funders":"British Heart Foundation","keywords":"Medicine; Mortality rate; Emergency medicine; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007157258,0.0009979974,0.0006702128,0.002688905,0.002473042,0.003520093,0.001510293,0.002210715,0.754293],"category_scores_gemma":[0.003259921,0.0005357425,0.0006116786,0.00334193,0.0005761621,0.0009440194,0.001735975,0.001833891,0.5006891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005619994,"about_ca_system_score_gemma":0.01473521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1566315,"about_ca_topic_score_gemma":0.2794511,"domain_scores_codex":[0.9989248,0.00007967062,0.0001112421,0.0001187531,0.0005548102,0.000210719],"domain_scores_gemma":[0.9950235,0.000220772,0.0001639731,0.0001706954,0.003403922,0.001017206],"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":[0.00002895839,0.00003830748,0.0005854857,0.0002095262,0.000005367297,0.000115095,0.00002227188,0.00005022354,0.0001132434,0.0005827183,0.9172546,0.08099418],"study_design_scores_gemma":[0.00001006626,0.00001011815,0.001831522,0.0002583671,0.000002273891,0.0001370719,0.00004291753,0.00003606864,0.00003026395,0.0001959239,0.9974402,0.000005300464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001278109,0.009050219,0.000815597,0.01054863,0.0100207,0.0003538349,0.02004882,0.000716269,0.9471678],"genre_scores_gemma":[0.00419114,0.01040974,0.0005874669,0.001454924,0.0009417626,0.0001285363,0.01131449,0.000213271,0.9707587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8433685,"threshold_uncertainty_score":0.3504711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856992757112075,"score_gpt":0.2279983556958321,"score_spread":0.2094284281247113,"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."}}