{"id":"W3086576215","doi":"10.1002/hep.31557","title":"Diagnosis of Chronic Hepatitis B Pericomplication: Risk factors and Trends Over Time","year":2020,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; Toronto Public Health; University Health Network; University of Toronto; Toronto General Hospital; Public Health Ontario; Women's College Hospital","funders":"Physicians' Services Incorporated Foundation","keywords":"Medicine; Hepatocellular carcinoma; HBsAg; Cirrhosis; Hepatitis B virus; Internal medicine; Complication; Liver disease; Chronic liver disease; Comorbidity; Hepatitis B; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006497326,0.0001514694,0.0002194858,0.0008984575,0.0004254867,0.0006039739,0.0005157099,0.0003490039,0.001335964],"category_scores_gemma":[0.003663339,0.0001928212,0.0004331143,0.002001934,0.0002372631,0.0004930684,0.0004770551,0.0006755508,0.0001698896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009352905,"about_ca_system_score_gemma":0.0009198981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07585526,"about_ca_topic_score_gemma":0.06357782,"domain_scores_codex":[0.9994541,0.00008185437,0.00006523448,0.0001271075,0.0001420407,0.0001296571],"domain_scores_gemma":[0.9959356,0.0004267595,0.002595698,0.000105926,0.0005526601,0.000383401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001611589,0.000006711562,0.9991817,0.000005156835,0.00001044347,0.00001625476,0.00003317672,0.00002151037,0.00002245716,0.000007309899,0.00005293865,0.0006261679],"study_design_scores_gemma":[0.000001430561,0.00001916173,0.9993473,0.000006908586,0.000006983686,0.0001366905,0.0001463737,0.0002026922,0.00001677974,0.000008593268,0.0001056309,0.000001421579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974115,0.0008040615,0.0001201916,0.0002246771,0.000007190949,0.000008764075,0.0008569486,0.000007260866,0.000559405],"genre_scores_gemma":[0.9991812,0.0002233365,0.0000565689,0.00001931633,0.000008393915,0.000004202991,0.0004310205,0.000001709429,0.00007416875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07585526,"threshold_uncertainty_score":0.1508275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504283990564108,"score_gpt":0.2775245233850905,"score_spread":0.2524816834794494,"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."}}