{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003536916,0.0001489916,0.0005384104,0.00007756232,0.00006430953,0.000003579518,0.00005686014,0.00009372125,0.001601362],"category_scores_gemma":[0.0001977901,0.0001266059,0.00007588472,0.0002278313,0.0002057013,0.00003937794,0.00008167552,0.0001316631,0.00007479938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005833274,"about_ca_system_score_gemma":0.00003979339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003838434,"about_ca_topic_score_gemma":0.00097444,"domain_scores_codex":[0.9990745,0.00006598219,0.0002679159,0.0002792263,0.0001181982,0.000194168],"domain_scores_gemma":[0.9993351,0.0001596049,0.0001259817,0.0001873871,0.00005531859,0.0001366707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001893645,0.00005381622,0.9814888,0.00006521996,0.0001098106,0.00001441783,0.0005924014,2.317796e-7,0.0002474582,0.0001022616,0.006281748,0.01102492],"study_design_scores_gemma":[0.0005291628,0.000555325,0.9714581,0.00001685344,0.0001397427,0.00001619512,0.000005242127,0.002390923,0.001345643,0.00002060385,0.02341678,0.0001054648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936311,0.001884813,0.0000318526,0.003015012,0.00004752227,0.0001223795,0.00009302583,0.00006446717,0.001109838],"genre_scores_gemma":[0.994929,0.00418704,0.000157615,0.0004663898,0.00009083329,0.00004488889,0.00003161618,0.00001894423,0.00007365544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01713503,"threshold_uncertainty_score":0.9993113,"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."}}