{"id":"W3157248451","doi":"10.1002/ygh2.458","title":"Liver disease symptoms are associated with higher risk of adverse clinical outcomes: A longitudinal study of North American adults with chronic Hepatitis B","year":2021,"lang":"en","type":"article","venue":"GastroHep","topic":"Hepatitis C virus research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University of Toronto","funders":"National Center for Advancing Translational Sciences; Baylor University Medical Center; National Institutes of Health; University of Toronto; Saint Louis University; National Center for Research Resources; Baylor University; National Institute of Diabetes and Digestive and Kidney Diseases; University of Minnesota; National Institute on Alcohol Abuse and Alcoholism; Eli Lilly and Company","keywords":"Medicine; Internal medicine; Cohort; Hepatocellular carcinoma; Cirrhosis; Decompensation; Adverse effect; Longitudinal study; Cohort study; Liver transplantation; Liver disease; Hepatitis C; Transplantation; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002406583,0.0002816285,0.001086126,0.0001309596,0.00006307172,0.00000639426,0.0001680762,0.00004151914,0.0002497387],"category_scores_gemma":[0.000692608,0.0002026474,0.0001963296,0.0008553831,0.000501531,0.00009002802,0.0001265927,0.0005196841,0.00001819173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002356886,"about_ca_system_score_gemma":0.0007195431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006171735,"about_ca_topic_score_gemma":0.1578231,"domain_scores_codex":[0.9965362,0.0005000912,0.0006699894,0.0005929331,0.001201668,0.0004991464],"domain_scores_gemma":[0.9967993,0.0003010761,0.0006710683,0.0007959459,0.0009108063,0.0005217323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002094445,0.003530038,0.9841425,0.0001190141,0.0017383,0.002583213,0.0001838157,0.00005789072,6.050544e-7,7.260496e-7,0.0000739215,0.005475473],"study_design_scores_gemma":[0.008287712,0.008609501,0.981046,0.0006156641,0.0008930911,0.000004732763,0.000136828,0.0002080668,0.000004468031,1.868184e-7,0.00002677101,0.000166953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984729,0.00006500528,0.00005214937,0.00005997315,0.00004258005,0.0008416331,0.0003741513,0.00004473389,0.00004683032],"genre_scores_gemma":[0.9988669,0.00025098,0.0002784364,0.00004516551,0.00007316003,0.00007066829,0.0001016136,0.00005422676,0.0002588051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1516514,"threshold_uncertainty_score":0.9329857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886254769702129,"score_gpt":0.3220016533373866,"score_spread":0.2931391056403653,"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."}}