{"id":"W2342150320","doi":"10.1097/ta.0000000000001070","title":"Prehospital traumatic cardiac arrest","year":2016,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Penetrating trauma; Blunt trauma; Confidence interval; Major trauma; Cardiopulmonary resuscitation; Odds ratio; Intubation; Resuscitation; Airway management; Emergency medical services; Injury Severity Score; Emergency medicine; Advanced life support; Logistic regression; Blunt; Surgery; Poison control; Internal medicine; Injury prevention","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003994444,0.0002932515,0.0002803208,0.0006092617,0.0005842689,0.0006104247,0.0003458847,0.0002816219,0.006499073],"category_scores_gemma":[0.002692977,0.0000864937,0.0002013362,0.0008891408,0.0002982157,0.000384333,0.0006943402,0.0006824115,0.0009173283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005461445,"about_ca_system_score_gemma":0.0009158524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746643,"about_ca_topic_score_gemma":0.002337947,"domain_scores_codex":[0.9994811,0.00008249135,0.00009069654,0.00008826901,0.0001227777,0.0001346987],"domain_scores_gemma":[0.9973108,0.0003174317,0.001286857,0.0001054813,0.0004873967,0.0004921046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002737463,0.0001166766,0.9654808,0.000410797,0.0001141952,0.003058341,0.0003338902,0.0002435428,0.0004648294,0.0003151546,0.008217193,0.02097088],"study_design_scores_gemma":[0.00003243713,0.0002577254,0.9841367,0.0002518315,0.00003527454,0.009418716,0.0007725884,0.0002148496,0.0001929179,0.0003389843,0.004333469,0.00001443864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790336,0.003321469,0.0007328508,0.001471547,0.0001887486,0.0002507956,0.002679458,0.00006091881,0.01226048],"genre_scores_gemma":[0.9933401,0.001738842,0.0002545908,0.0004986286,0.0003361054,0.0001186611,0.002990867,0.000008220767,0.0007140979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006499073,"threshold_uncertainty_score":0.02174157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189148742567401,"score_gpt":0.3001881616879671,"score_spread":0.2882966742622931,"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."}}