{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022252,0.0001941593,0.0001632627,0.00004342854,0.0003168461,0.00009046722,0.0001430537,0.0001517391,0.0000261059],"category_scores_gemma":[0.0000296858,0.000179265,0.00006089445,0.00003369174,0.00009571875,0.00002375541,0.00001536025,0.00008194995,0.00000742907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008479973,"about_ca_system_score_gemma":0.00004951359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001589141,"about_ca_topic_score_gemma":0.0003932975,"domain_scores_codex":[0.9989083,0.000109106,0.0002111523,0.0004243768,0.0001426305,0.0002044795],"domain_scores_gemma":[0.9993843,0.00001763554,0.0001011234,0.0003285874,0.00007792781,0.00009042834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005966452,0.00002822237,0.0105982,0.00007459475,0.00004253364,0.00001515281,0.0004317269,0.000006183348,0.9854836,0.00002946719,0.00003941519,0.002654277],"study_design_scores_gemma":[0.0008758844,0.000216796,0.2131469,0.00003291178,0.00006741287,0.0000173365,0.00005236941,0.00008153235,0.7849948,0.00001297165,0.0002798953,0.000221177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961498,0.0001411407,0.0001822426,0.0001265112,0.0001706835,0.0002707158,0.0002529794,0.00002841609,0.002677473],"genre_scores_gemma":[0.9948019,0.003729441,0.0001637575,0.00009847293,0.00009233694,0.0000249621,0.0003430035,0.00002512258,0.0007209836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2025487,"threshold_uncertainty_score":0.7310213,"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."}}