{"id":"W2042309266","doi":"10.1097/tp.0b013e3181a5e5f1","title":"MELD Score and Blood Product Requirements During Liver Transplantation: No Link","year":2009,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc; Université de Montréal","funders":"","keywords":"Medicine; Blood product; Liver transplantation; Blood transfusion; Model for End-Stage Liver Disease; Surgery; Liver disease; Cohort; Hepatocellular carcinoma; Transplantation; Internal medicine","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":[0.001701494,0.0002836629,0.0003941008,0.0005446922,0.0002888065,0.0008305751,0.0004684672,0.0008219316,0.005290977],"category_scores_gemma":[0.008325619,0.0002293254,0.0004153877,0.0007164027,0.0004562422,0.000944104,0.0004899564,0.0009352891,0.0008757539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160703,"about_ca_system_score_gemma":0.000440466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002891032,"about_ca_topic_score_gemma":0.000313242,"domain_scores_codex":[0.9990833,0.0003023992,0.0001185298,0.0001386995,0.0002097989,0.0001473009],"domain_scores_gemma":[0.9884001,0.006098325,0.003278958,0.0004797025,0.0005328624,0.001210018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006470138,0.00002907555,0.9967657,0.00001416084,0.00004159784,0.0001729559,0.00002907405,0.00004627846,0.0001354972,0.00003649424,0.0001074348,0.001974634],"study_design_scores_gemma":[0.00005252551,0.0005259035,0.9950848,0.00002876942,0.0001236565,0.002212805,0.0001878876,0.0009426422,0.0001643434,0.0002516476,0.0004137392,0.00001112487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961509,0.001972186,0.0003219419,0.0003570487,0.00005470733,0.000008417587,0.0001176917,0.000008297848,0.001008917],"genre_scores_gemma":[0.9993765,0.0001773818,0.00008808538,0.00005494387,0.00008779176,0.000003793868,0.0001013143,0.000003777398,0.0001063538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005290977,"threshold_uncertainty_score":0.01770014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933790001425224,"score_gpt":0.2685367251890428,"score_spread":0.2491988251747905,"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."}}