{"id":"W1999786489","doi":"10.1097/ta.0b013e318232e5ab","title":"Clotting Factor Deficiency in Early Trauma-Associated Coagulopathy","year":2011,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; Dartmouth College","keywords":"Thromboelastography; Medicine; Coagulopathy; Prothrombin complex concentrate; Prothrombin time; Fresh frozen plasma; Clotting factor; Coagulation; Coagulation testing; Internal medicine; Prospective cohort study; Injury Severity Score; Gastroenterology; Platelet; Poison control; Emergency medicine; Injury prevention; Warfarin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008993166,0.0002415589,0.0004701223,0.0003237004,0.000265698,0.0000474068,0.0001302717,0.0001991649,0.0000713802],"category_scores_gemma":[0.001168746,0.0001766664,0.0001783696,0.0004624641,0.0002811455,0.0003485153,0.00002643336,0.0007863172,0.000007244999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002320592,"about_ca_system_score_gemma":0.0001172852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004059241,"about_ca_topic_score_gemma":0.0004462829,"domain_scores_codex":[0.9976668,0.0003361882,0.0008459112,0.0002004271,0.0005287513,0.000421894],"domain_scores_gemma":[0.9980677,0.0003365228,0.0002255709,0.0001961986,0.0009261507,0.0002478974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001528558,0.001003146,0.8672058,0.0004611662,0.00008182224,0.000104305,0.05289546,0.000002427044,0.001976578,0.001038995,0.0001850872,0.07351668],"study_design_scores_gemma":[0.00163099,0.002811401,0.9846783,0.0002737551,0.0003044519,0.0002828774,0.00513314,0.00001087612,0.003454407,0.001157731,0.00006686024,0.0001951768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952844,0.001235705,0.0003967645,0.0002624263,0.0005656278,0.0002606949,0.00002462072,0.00004550285,0.001924296],"genre_scores_gemma":[0.9992681,0.0001410433,0.0001973278,0.0001582002,0.0001823271,0.000004483858,0.000003338222,0.00003305745,0.00001212346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174726,"threshold_uncertainty_score":0.7204248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04215678834897703,"score_gpt":0.3111633172241484,"score_spread":0.2690065288751713,"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."}}