{"id":"W4296846541","doi":"10.1097/tp.0000000000004333","title":"Preoperative Fibrinogen Level and Bleeding in Liver Transplantation for End-stage Liver Disease: A Cohort Study","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Perioperative; Liver transplantation; Fibrinogen; Surgery; Liver disease; Cohort; Blood transfusion; Population; Confounding; Transplantation; Internal medicine; Proportional hazards model","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":[0.002151452,0.0004575471,0.0005189048,0.0007448902,0.0005295579,0.0008081529,0.0004616644,0.0005548206,0.0009506783],"category_scores_gemma":[0.003490821,0.000425677,0.001072339,0.001382041,0.0003048425,0.0005744305,0.000501678,0.0009026371,0.000153188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732297,"about_ca_system_score_gemma":0.0007672796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004697416,"about_ca_topic_score_gemma":0.004600595,"domain_scores_codex":[0.9988986,0.0003761255,0.0001395768,0.0002480104,0.0001958284,0.0001418257],"domain_scores_gemma":[0.9972616,0.0005520308,0.0009111948,0.0005264145,0.0002659693,0.000482739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002665995,0.00005086563,0.9987696,0.00000611478,0.0001506595,0.00007179172,0.00004712434,0.00002727079,0.0001370766,0.00001034318,0.00004284247,0.0004196145],"study_design_scores_gemma":[0.00004670984,0.000368164,0.9982754,0.000008755468,0.0001651755,0.0003833912,0.0001272533,0.0003864072,0.00007001326,0.00002804343,0.0001306832,0.0000100349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993711,0.0001483089,0.0001748549,0.00002513196,0.000006342917,0.00001393676,0.0001749755,0.000002214731,0.00008324549],"genre_scores_gemma":[0.9994405,0.00008516921,0.0001463607,0.0000195694,0.000009147589,0.00001378508,0.0002317868,0.000001740214,0.00005193887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004697416,"threshold_uncertainty_score":0.01137805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04660548079415122,"score_gpt":0.2991898455915758,"score_spread":0.2525843647974246,"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."}}