{"id":"W2724370485","doi":"10.1097/txd.0000000000000684","title":"Elevated Preoperative Serum Bilirubin Improves Reperfusion Injury and Survival Postliver Transplantation","year":2017,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Heme Oxygenase-1 and Carbon Monoxide","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Bilirubin; Reperfusion injury; Internal medicine; Transplantation; Cardiology; Ischemia","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":[0.0003674287,0.0002666266,0.0004590258,0.0002091998,0.0001024624,0.00038415,0.0001336032,0.0001409425,0.001502373],"category_scores_gemma":[0.0005670637,0.00006280895,0.0001735339,0.0001690587,0.0001986155,0.0002228147,0.0002013093,0.0003427251,0.0001742852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566458,"about_ca_system_score_gemma":0.0001909468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001368203,"about_ca_topic_score_gemma":0.0001945056,"domain_scores_codex":[0.9998451,0.00003692511,0.00002075584,0.00002230528,0.0000323538,0.00004254734],"domain_scores_gemma":[0.9993746,0.00008177577,0.0002502338,0.00005222236,0.00004639542,0.0001949907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05517069,0.004650795,0.5354674,0.0004672668,0.0005876406,0.0006954895,0.0001916284,0.00114918,0.2250037,0.0002691242,0.001636086,0.174711],"study_design_scores_gemma":[0.000291697,0.02720129,0.9278803,0.00006336856,0.0003816515,0.001847037,0.0001521794,0.001477624,0.03892155,0.0003227834,0.001441066,0.00001937352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984595,0.0009727198,0.000238789,0.00003509109,0.00001804275,0.000004773332,0.00002568725,0.0000222386,0.0002231322],"genre_scores_gemma":[0.9993724,0.000247238,0.0001117213,0.00002251857,0.00001664972,0.00000344402,0.00009395272,0.000002996494,0.0001291232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001502373,"threshold_uncertainty_score":0.005025923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0094206383718694,"score_gpt":0.2572986323156458,"score_spread":0.2478779939437764,"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."}}