{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000575515,0.0003199631,0.0002871315,0.0007447074,0.0003198546,0.0004793034,0.000176099,0.000463834,0.001219463],"category_scores_gemma":[0.002426869,0.0001321271,0.0003616202,0.0005791092,0.0003031046,0.0004899647,0.0003303108,0.0004523394,0.00020351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002610245,"about_ca_system_score_gemma":0.0001984346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048044,"about_ca_topic_score_gemma":0.0009918928,"domain_scores_codex":[0.9997014,0.00009633526,0.00004731008,0.00004088669,0.00004543227,0.00006859925],"domain_scores_gemma":[0.9986677,0.0002653373,0.0006139907,0.00004034405,0.0001012391,0.0003114273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003149443,0.00002698293,0.9986785,0.00000507885,0.00001865717,0.0001048994,0.00002494827,0.00003463345,0.00009333435,0.000006812424,0.00003746148,0.0006535881],"study_design_scores_gemma":[0.00002392216,0.0003658828,0.9981008,0.000009490029,0.00002826617,0.0008020556,0.0001235751,0.0003792449,0.00006414435,0.00003278248,0.00006446053,0.000005305108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994268,0.0001919076,0.00002791912,0.00003918091,0.000004058319,0.000004853815,0.00005415723,0.000001612418,0.0002494927],"genre_scores_gemma":[0.9997941,0.00004622341,0.00002426248,0.00001691873,0.000008839045,0.000003958351,0.00007701929,4.052737e-7,0.00002832446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001219463,"threshold_uncertainty_score":0.004079461,"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."}}