{"id":"W1950732625","doi":"10.1111/tri.12634","title":"High preoperative bilirubin values protect against reperfusion injury after live donor liver transplantation","year":2015,"lang":"en","type":"article","venue":"Transplant International","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Bilirubin; Medicine; Liver transplantation; Gastroenterology; Internal medicine; Aspartate transaminase; Transplantation; Alanine transaminase; Reperfusion injury; Liver function; Surgery; Liver function tests; Ischemia; Alkaline phosphatase; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002736463,0.0002978717,0.0003168963,0.0002550941,0.00006663127,0.00005157772,0.0001766527,0.0001774097,0.0008318266],"category_scores_gemma":[0.00002211941,0.0002429348,0.0001599392,0.0001312256,0.00008639738,0.0003460862,0.00001126101,0.0003078622,0.0002118832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595739,"about_ca_system_score_gemma":0.0001592327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000204342,"about_ca_topic_score_gemma":0.00005752823,"domain_scores_codex":[0.9980577,0.00008869986,0.0004924891,0.0004471852,0.0006614578,0.0002524214],"domain_scores_gemma":[0.9991149,0.00006269183,0.00009847879,0.0002136893,0.0002934264,0.0002167612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1088225,0.005188636,0.4659102,0.006594735,0.002773782,0.01892262,0.1672164,0.0008068795,0.1786159,0.007840546,0.008151443,0.02915643],"study_design_scores_gemma":[0.008723002,0.002185778,0.1082376,0.002026532,0.0009605242,0.001674255,0.0006315759,0.002027814,0.8695597,0.000790852,0.001914355,0.001268001],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889664,0.0001282621,0.005231402,0.001231005,0.0005413322,0.001020027,0.0007525408,0.0003156193,0.0018134],"genre_scores_gemma":[0.9865798,0.003474183,0.006004147,0.001044947,0.0003029282,0.0001880551,0.001078019,0.00004332577,0.001284616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6909439,"threshold_uncertainty_score":0.9906595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710000103123079,"score_gpt":0.2745374927538776,"score_spread":0.2574374917226468,"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."}}