{"id":"W2082971964","doi":"10.1097/tp.0000000000000253","title":"Relationship Between Conventional Coagulation Tests and Bleeding for 600 Consecutive Liver Transplantations","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Hôpital Saint-Luc; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Phlebotomy; Blood product; Liver transplantation; Coagulation; Surgery; Blood transfusion; Prothrombin time; Blood volume; Blood loss; Coagulation testing; Transplantation; Fibrinogen; Liver disease; Transfusion therapy; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006437254,0.0002435106,0.0003666647,0.001575047,0.0003237166,0.0005731884,0.0002889817,0.0005379951,0.001826155],"category_scores_gemma":[0.002480631,0.0001480968,0.0004460742,0.001686386,0.0003149072,0.0006099037,0.0002648215,0.0007830421,0.0003555603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005073949,"about_ca_system_score_gemma":0.0003491882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766355,"about_ca_topic_score_gemma":0.002164169,"domain_scores_codex":[0.9994389,0.00008854503,0.000123176,0.0001200165,0.0001539208,0.00007530444],"domain_scores_gemma":[0.9976121,0.0003984204,0.001358196,0.0001085217,0.000206405,0.0003162531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000165704,0.00003101588,0.9975699,0.0000110192,0.00002415791,0.0001492747,0.00001833484,0.00005764808,0.0001694961,0.00001354211,0.0001122604,0.001677688],"study_design_scores_gemma":[0.000007921504,0.0001937799,0.9972252,0.00001121774,0.00003089445,0.001570171,0.00006181002,0.0003875248,0.0001096182,0.00003722187,0.0003569474,0.000007699342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954867,0.002175943,0.0002125047,0.0001167653,0.00002721259,0.00001412948,0.0006061906,0.00002581223,0.001334836],"genre_scores_gemma":[0.9984291,0.0004282303,0.000211933,0.00006299499,0.00004748214,0.00000857095,0.0005940495,0.000005128384,0.000212449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001826155,"threshold_uncertainty_score":0.006109118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05282651667423057,"score_gpt":0.3080544741511679,"score_spread":0.2552279574769374,"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."}}