{"id":"W3127273728","doi":"10.3138/canlivj-2020-0031","title":"Renal tubular injury in hyperbilirubinemia: Bile cast nephropathy","year":2021,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Acute kidney injury; Nephropathy; Renal biopsy; Kidney; Pathophysiology; Pathology; Natural history; Gastroenterology; Chronic renal failure; Internal medicine; Endocrinology; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001268171,0.0001052965,0.0001659108,0.0002758804,0.0001083784,0.00004324321,0.00005787755,0.00008528143,0.001697462],"category_scores_gemma":[0.00001829096,0.0001023342,0.00008911866,0.0002645673,0.00003447633,0.0001562571,0.0000061091,0.0004305247,0.0001148733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498592,"about_ca_system_score_gemma":0.002543817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009682271,"about_ca_topic_score_gemma":0.03711807,"domain_scores_codex":[0.9990575,0.0000649363,0.0002092707,0.0001637331,0.0001840467,0.0003204535],"domain_scores_gemma":[0.9988092,0.00001591314,0.00003234031,0.0001404252,0.0001514923,0.0008506016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006585574,0.0003436577,0.5480818,0.0003407272,0.0006966295,0.3586252,0.004597648,0.0000798868,0.03969874,0.0006976787,0.0271846,0.01899491],"study_design_scores_gemma":[0.005761891,0.0004059289,0.8971412,0.0009817074,0.001041957,0.03055867,0.001026774,0.0003464521,0.01460921,0.0004265804,0.04711736,0.0005822857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938435,0.001649549,0.00002055631,0.001072254,0.0002422186,0.00009440727,0.00006614935,0.000008735369,0.003002631],"genre_scores_gemma":[0.9963136,0.0006270772,0.0002152518,0.001883332,0.0004368294,0.000002943179,0.00005569414,0.00001677692,0.0004485184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3490594,"threshold_uncertainty_score":0.9992151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018145089027308,"score_gpt":0.2243911990684713,"score_spread":0.2142097481781982,"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."}}