{"id":"W3213465801","doi":"10.1002/hep.32231","title":"Incidence and prediction of HBsAg seroclearance in a prospective multi‐ethnic HBeAg‐negative chronic hepatitis B cohort","year":2021,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University of Toronto","funders":"National Center for Advancing Translational Sciences; NIH Clinical Center; National Center for Research Resources; Baylor University Medical Center; University of North Carolina at Chapel Hill; Hospital for Sick Children; University of California, San Francisco; National Institute on Alcohol Abuse and Alcoholism; University of Toronto; Virginia Commonwealth University; University of Minnesota; University of Texas Southwestern Medical Center; David Geffen School of Medicine, University of California, Los Angeles; National Institute of Diabetes and Digestive and Kidney Diseases; Baylor University; Eli Lilly and Company","keywords":"HBsAg; Medicine; HBeAg; Cohort; Incidence (geometry); Internal medicine; Hepatitis B; Prospective cohort study; Gastroenterology; Hepatitis B virus; Cohort study; Immunology; Virus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001862766,0.0001679782,0.0006695808,0.000120443,0.00005392719,0.0000035263,0.00004892578,0.0001626782,0.00007849473],"category_scores_gemma":[0.0009139811,0.0001723629,0.00005016307,0.0004506493,0.0003822669,0.0001083694,0.0001189951,0.0003109631,0.00001717458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003524125,"about_ca_system_score_gemma":0.0003728038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006434698,"about_ca_topic_score_gemma":0.08986179,"domain_scores_codex":[0.9984358,0.0001649231,0.0004365133,0.0004696667,0.0001884609,0.0003046498],"domain_scores_gemma":[0.9990456,0.0001784782,0.0001312988,0.0002504727,0.0003198892,0.00007428969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008746181,0.0001267204,0.9923701,0.0001986242,0.000111819,0.000327885,0.001578089,0.000002303649,0.003293996,0.0001960238,0.00006758965,0.001639349],"study_design_scores_gemma":[0.001749113,0.0003796976,0.9813951,0.0003129603,0.00006650919,0.0002900855,0.00006801589,0.004189603,0.01111633,0.0002391198,0.00008842695,0.0001050789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922266,0.005729631,0.0002459211,0.0003473012,0.0001471467,0.0006382569,0.00004492797,0.00004698399,0.0005732193],"genre_scores_gemma":[0.9905056,0.007608799,0.001258082,0.0001813402,0.00004436587,0.0001659261,0.00001104162,0.00001983729,0.0002050134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08342709,"threshold_uncertainty_score":0.9727382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469202539369815,"score_gpt":0.3000134549876671,"score_spread":0.2753214295939689,"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."}}