{"id":"W2265950451","doi":"","title":"Abstract 17: Prehospital Interventions Associated with Survival from Traumatic Cardiac Arrest","year":2014,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; Queen's University","funders":"","keywords":"Medicine; Thoracostomy; Intubation; Penetrating trauma; Population; Emergency medicine; Blunt trauma; Advanced life support; Odds ratio; Emergency medical services; Blunt; Anesthesia; Surgery; Resuscitation; Cardiopulmonary resuscitation; Internal medicine; Pneumothorax","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":[0.0005004978,0.0002454525,0.0002023753,0.0005170933,0.0002011324,0.0005703964,0.0002971466,0.0004004413,0.004329134],"category_scores_gemma":[0.005203078,0.00009580258,0.0007880296,0.0005626713,0.0002340537,0.0003464801,0.0004992494,0.0007176228,0.0003795852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002549338,"about_ca_system_score_gemma":0.0006050345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007768473,"about_ca_topic_score_gemma":0.0008577724,"domain_scores_codex":[0.999443,0.0001552105,0.0001094167,0.00006530746,0.00009091823,0.0001361784],"domain_scores_gemma":[0.9940904,0.001365163,0.003268181,0.0001903987,0.0003946986,0.000691157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002758432,0.00005520063,0.996792,0.00002280129,0.00006642383,0.00007187329,0.00002016022,0.00007522214,0.0001529844,0.00001818486,0.0001788744,0.00227038],"study_design_scores_gemma":[0.0000113348,0.0002732716,0.9987251,0.00001461797,0.00005449147,0.0002403781,0.00008002313,0.0002577543,0.0001398749,0.0000272292,0.0001720641,0.000003836376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983651,0.0003093125,0.0001693043,0.0001416683,0.0000136998,0.00001121447,0.0004267727,0.00001176464,0.0005512556],"genre_scores_gemma":[0.9990208,0.0001109763,0.0001362411,0.00003652292,0.00004035153,0.0000137814,0.0004602576,0.000004516983,0.0001764546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004329134,"threshold_uncertainty_score":0.01448244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382612106966968,"score_gpt":0.2750062341358219,"score_spread":0.2511801130661522,"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."}}