{"id":"W2957998339","doi":"10.1002/hep.30857","title":"Nonalcoholic Steatohepatitis Is Associated With Liver‐Related Outcomes and All‐Cause Mortality in Chronic Hepatitis B","year":2019,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Nonalcoholic steatohepatitis; Medicine; Internal medicine; Gastroenterology; Chronic hepatitis; Steatohepatitis; Hepatology; Nonalcoholic fatty liver disease; Fatty liver; Immunology; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009118048,0.0002478836,0.0007023299,0.0001349235,0.00003334873,0.00001337829,0.0000597602,0.0001912448,0.001023239],"category_scores_gemma":[0.00003341029,0.000193205,0.00008740543,0.000180544,0.0001055759,0.00009470995,0.00005380197,0.0001803426,0.0001810533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004372188,"about_ca_system_score_gemma":0.0002298944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008375034,"about_ca_topic_score_gemma":0.01273821,"domain_scores_codex":[0.9984999,0.0001127302,0.0003094801,0.000464728,0.0002250009,0.0003881652],"domain_scores_gemma":[0.999126,0.0001713282,0.000117774,0.0003409453,0.000066424,0.0001775966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003785253,0.0004338336,0.9941513,0.00006209038,0.002339198,0.001603376,0.0002802566,9.548378e-7,0.00001285602,0.0004622797,0.0001833316,0.0004326907],"study_design_scores_gemma":[0.005319953,0.0006567505,0.9906524,0.0001451633,0.0009192458,0.00009350389,0.00001261205,0.001617988,0.0001035633,0.0000712698,0.0002108786,0.0001966871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960703,0.001263778,5.681969e-7,0.0007592002,0.00007719202,0.000751819,0.00008469448,0.0000621447,0.0009303375],"genre_scores_gemma":[0.9954394,0.002673118,0.00001810928,0.00123114,0.000007615754,0.00009573982,0.0001817517,0.00002889137,0.0003242904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0052821,"threshold_uncertainty_score":0.99989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310426860372471,"score_gpt":0.2889362149126167,"score_spread":0.265831946308892,"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."}}