{"id":"W2558970713","doi":"10.1182/blood.v112.11.4071.4071","title":"A Trauma Transfusion Pathway Decreases Coagulopathy without Increasing Blood Product Utilization","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Cryoprecipitate; Medicine; Blood product; Coagulopathy; Fresh frozen plasma; Recombinant factor VIIa; Prothrombin complex concentrate; Blood transfusion; Packed red blood cells; Transfusion therapy; Injury Severity Score; Retrospective cohort study; Resuscitation; Platelet; Surgery; Emergency medicine; Intensive care medicine; Internal medicine; Poison control; Injury prevention; Warfarin","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":[0.0004565909,0.0002108784,0.0002467184,0.0004937621,0.0001480299,0.0006499626,0.0002538607,0.0001721374,0.005039684],"category_scores_gemma":[0.00377343,0.0000672876,0.0002113781,0.0006370367,0.0001675414,0.0004198308,0.0003172894,0.0003454046,0.0004512756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003415038,"about_ca_system_score_gemma":0.0004975657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001571637,"about_ca_topic_score_gemma":0.0001419309,"domain_scores_codex":[0.9994273,0.0002008164,0.0001105038,0.00007534071,0.0001236396,0.00006232297],"domain_scores_gemma":[0.9972612,0.0005447537,0.001489148,0.0001483732,0.0002830466,0.0002734676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008976894,0.001979098,0.7058607,0.0007101931,0.0004132391,0.001037933,0.0001914294,0.001039989,0.01370932,0.0006311975,0.003538152,0.2619119],"study_design_scores_gemma":[0.0006906748,0.0256446,0.9162608,0.0006577866,0.0007045769,0.02357008,0.0006548747,0.003648382,0.01615526,0.001097293,0.01088255,0.00003299498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946195,0.002049031,0.0009340506,0.0002419915,0.0000378845,0.00005927894,0.0001552111,0.0000451386,0.001857851],"genre_scores_gemma":[0.9974369,0.0008343697,0.001058207,0.00008119171,0.00004522707,0.00002999562,0.000242398,0.000008294626,0.0002634523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005039684,"threshold_uncertainty_score":0.01685947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04999806649092745,"score_gpt":0.2775850181011442,"score_spread":0.2275869516102168,"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."}}