{"id":"W3178195841","doi":"10.1111/trf.16488","title":"Evaluation of trauma‐induced coagulopathy in the fibrinogen in the initial resuscitation of severe trauma trial","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy; Health Sciences Centre; Canadian Armed Forces; Royal Canadian Mint (Canada); St. Michael's Hospital; Sunnybrook Health Science Centre; Defence Research and Development Canada","funders":"Defence Research and Development Canada","keywords":"Thromboelastometry; Medicine; Coagulopathy; Fibrinogen; Hyperfibrinolysis; Hemostasis; Resuscitation; Fibrinolysis; Internal medicine; Gastroenterology; Thrombomodulin; Coagulation; Prothrombin time; Anesthesia; Platelet; Thrombin","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":[0.005874767,0.0001938065,0.0004275042,0.0002843448,0.00006645307,0.00001800413,0.0002079709,0.0001941049,0.00008637062],"category_scores_gemma":[0.0007717333,0.0001373517,0.0001831247,0.00127928,0.00007910481,0.0001774087,0.00001051498,0.0003648725,0.000003430154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299654,"about_ca_system_score_gemma":0.0004605241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003380162,"about_ca_topic_score_gemma":0.003054416,"domain_scores_codex":[0.9942371,0.002100792,0.0009746791,0.0003646617,0.00207518,0.0002475893],"domain_scores_gemma":[0.9980355,0.000633197,0.0001998075,0.0005067384,0.0005875947,0.00003718658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02755007,0.002575486,0.003627159,0.0004986725,0.00007222137,0.00009705855,0.09605412,0.000673544,0.2306211,0.0005175099,0.00007647057,0.6376366],"study_design_scores_gemma":[0.085031,0.001883402,0.7717422,0.000589293,0.0006066004,0.00008399397,0.02345613,0.001245371,0.1133311,0.001743184,0.00004808426,0.0002396216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910296,0.0002709612,0.00006636009,0.001618672,0.0002897811,0.002643762,0.00002816694,0.00001478586,0.004037973],"genre_scores_gemma":[0.999134,0.00007583978,0.0002160131,0.0001277244,0.0001417992,0.0001276916,0.0001518093,0.0000203744,0.000004742031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.768115,"threshold_uncertainty_score":0.560104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179644228150441,"score_gpt":0.37070596223569,"score_spread":0.2527415394206459,"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."}}