{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002495483,0.0001655621,0.0002162456,0.000189042,0.0002603161,0.000031783,0.00003391095,0.0001223085,0.00002793639],"category_scores_gemma":[0.00002175088,0.0001716444,0.00008989,0.0001382745,0.00008734084,0.0003167387,0.000001431729,0.0001104634,0.00001821216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002962553,"about_ca_system_score_gemma":0.00005909663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002954724,"about_ca_topic_score_gemma":0.00004229518,"domain_scores_codex":[0.9988852,0.0000714158,0.0003278099,0.0002949175,0.0002299431,0.0001907626],"domain_scores_gemma":[0.9983104,0.001221142,0.00009276577,0.00008665408,0.0001434065,0.0001456424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000906618,0.00005557092,0.9525304,0.001515821,0.0001569257,0.000008627221,0.002467837,0.00003179808,0.001496989,0.040277,0.00002980237,0.000522565],"study_design_scores_gemma":[0.00513917,0.0002295181,0.9845381,0.0002322685,0.002640841,0.00008780194,0.0001112238,0.0017437,0.002124692,0.002919305,0.00004393674,0.0001894405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.820772,0.00007410706,0.176567,0.0003709586,0.00006999101,0.0008260768,0.0004276595,0.0001034293,0.0007888078],"genre_scores_gemma":[0.991905,0.0001080081,0.002847498,0.000127117,0.0001759906,0.00008946674,0.004622666,0.00002403766,0.0001002177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1737195,"threshold_uncertainty_score":0.6999454,"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."}}