{"id":"W3132957741","doi":"10.1002/hep.31767","title":"Coagulopathy, Bleeding Events, and Outcome According to Rotational Thromboelastometry in Patients With Acute Liver Injury/Failure","year":2021,"lang":"en","type":"article","venue":"Hepatology","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Thromboelastometry; Medicine; Liver transplantation; Coagulopathy; Hepatic encephalopathy; Hemostasis; Anesthesia; Surgery; Internal medicine; Transplantation; Cirrhosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001801401,0.0002333376,0.0005535131,0.0004592638,0.00008738004,0.00002117604,0.00007940007,0.0001660547,0.000092416],"category_scores_gemma":[0.0002795749,0.0002197784,0.00004678305,0.0008381751,0.00006002178,0.0002077823,0.0001295778,0.0003123198,0.00006388089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977763,"about_ca_system_score_gemma":0.0001798321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002709622,"about_ca_topic_score_gemma":0.0001797307,"domain_scores_codex":[0.9981343,0.00009692374,0.0004347487,0.0005362876,0.0003857484,0.0004120561],"domain_scores_gemma":[0.9990057,0.0001201321,0.0001168506,0.0002381134,0.0003219188,0.0001973072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004706896,0.0001825272,0.991091,0.00007886495,0.00008770385,0.0002427726,0.0004698126,0.000003299015,0.0006220784,0.0002289006,0.0001686813,0.006353736],"study_design_scores_gemma":[0.002723593,0.0004520152,0.9944184,0.0001269292,0.0001192842,0.0001504126,0.0005120083,0.0001591247,0.0006251808,0.00005867582,0.000427936,0.0002264002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966352,0.0000981066,0.00057316,0.001657194,0.0002704759,0.0005092236,0.00004341691,0.00005501191,0.0001582391],"genre_scores_gemma":[0.9900891,0.00002486322,0.008538255,0.00100976,0.00004949642,0.00004615278,0.000133739,0.0000396041,0.00006902611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007965095,"threshold_uncertainty_score":0.8962305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523889064335718,"score_gpt":0.285536235847154,"score_spread":0.2702973452037968,"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."}}