{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001043449,0.0002631932,0.0002795436,0.00046358,0.0007930369,0.0006706247,0.0003904135,0.0005833783,0.001190289],"category_scores_gemma":[0.0017935,0.000465098,0.0004605117,0.0007782963,0.0003014004,0.0005650155,0.0005246284,0.00103252,0.0002446805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003667916,"about_ca_system_score_gemma":0.0005489138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02006042,"about_ca_topic_score_gemma":0.02130609,"domain_scores_codex":[0.9995288,0.0001764306,0.00003513028,0.0001062882,0.00007348123,0.00007984317],"domain_scores_gemma":[0.9986857,0.0001512387,0.0004851515,0.000141283,0.0002024342,0.0003343227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005931208,0.00004611276,0.9992459,0.000002753307,0.00003265995,0.00002551604,0.0001330016,0.000009374318,0.0000703944,0.0000051755,0.00009105405,0.0002787729],"study_design_scores_gemma":[0.000007183071,0.00004243478,0.9994479,0.00000439215,0.00001513113,0.00005363272,0.0002358838,0.00008975984,0.000009406459,0.000008823994,0.00008373226,0.000001734764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993339,0.0001170201,0.00003972968,0.00008838016,0.000006202858,0.000006573906,0.0002585769,0.00000194673,0.0001476552],"genre_scores_gemma":[0.9992282,0.00007812394,0.00006883369,0.00005782796,0.000009380485,0.00001569097,0.000386694,0.000001583537,0.0001536739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02006042,"threshold_uncertainty_score":0.03988731,"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."}}