{"id":"W2328226606","doi":"10.1097/ta.0000000000000478","title":"Understanding traumatic shock","year":2015,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Resuscitation; Confidence interval; Blunt trauma; Injury Severity Score; Prospective cohort study; Anesthesia; Shock (circulatory); Emergency medicine; Trauma center; Vital signs; Blood pressure; Penetrating trauma; Major trauma; Blunt; Retrospective cohort study; Poison control; Injury prevention; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032433,0.000475943,0.0003255957,0.001053444,0.0005318717,0.001984031,0.0006137897,0.001081452,0.0542687],"category_scores_gemma":[0.006890542,0.0001380408,0.0002989977,0.0006356842,0.0009054418,0.002356386,0.002128261,0.001615025,0.01353878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003276,"about_ca_system_score_gemma":0.002263822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001760431,"about_ca_topic_score_gemma":0.001439801,"domain_scores_codex":[0.9993895,0.0002132403,0.0000613071,0.00008226791,0.0001471147,0.0001064869],"domain_scores_gemma":[0.9984258,0.0004301436,0.0002782873,0.0001132202,0.0004226602,0.0003298727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004745429,0.00009256606,0.02584667,0.00078305,0.00003806526,0.0006880615,0.00160387,0.0001790865,0.0001918765,0.01040103,0.4949491,0.4651792],"study_design_scores_gemma":[0.00004414011,0.000199233,0.04346594,0.003212643,0.00005294354,0.006460143,0.002834312,0.0002849622,0.000150136,0.03441935,0.9088425,0.00003365184],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03453181,0.1083275,0.009261118,0.4109733,0.01653686,0.0003245823,0.004456311,0.0007419801,0.4148464],"genre_scores_gemma":[0.3807217,0.3067158,0.008990235,0.1423721,0.03271051,0.0006002327,0.007111505,0.0002084814,0.1205693],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0542687,"threshold_uncertainty_score":0.1815469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1581928188559297,"score_gpt":0.3651873871290006,"score_spread":0.2069945682730709,"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."}}