{"id":"W4410403438","doi":"10.1111/jvh.70031","title":"Chronic Hepatitis B Patients Referred for Liver Transplantation After Nucleos(t)ide Analog Cessation","year":2025,"lang":"en","type":"article","venue":"Journal of Viral Hepatitis","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of British Columbia; University Health Network","funders":"","keywords":"Medicine; Discontinuation; Internal medicine; Decompensation; Cirrhosis; Liver transplantation; Hepatocellular carcinoma; Ascites; Gastroenterology; Hepatic encephalopathy; Jaundice; Adverse effect; Hepatitis; Referral; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002534409,0.0002299655,0.0005665505,0.0004195963,0.000143493,0.00003923366,0.0001180563,0.0001486838,0.0001512139],"category_scores_gemma":[0.0002807377,0.000206652,0.0003046159,0.0002577334,0.00008278019,0.0004564273,0.00002461724,0.0002398214,0.00001834195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006738056,"about_ca_system_score_gemma":0.0002685779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117702,"about_ca_topic_score_gemma":0.01062271,"domain_scores_codex":[0.9979936,0.00008616468,0.000920358,0.0002230803,0.0004593345,0.0003173923],"domain_scores_gemma":[0.9982257,0.0001745025,0.0004234697,0.0001780326,0.0008827497,0.0001155034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008883306,0.0001825411,0.9475848,0.0007245838,0.0002994037,0.0002007102,0.0004960355,0.000009415055,0.0003279345,0.0001919211,0.0059611,0.0431332],"study_design_scores_gemma":[0.003989748,0.001855026,0.9805856,0.0009815829,0.0006165032,0.00003361915,0.000006974931,0.0004306198,0.001578266,0.0004546039,0.009287932,0.0001795758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887862,0.001780489,0.005613935,0.0007980322,0.001092056,0.0006146027,0.0001952637,0.00002988784,0.001089567],"genre_scores_gemma":[0.9844851,0.01147765,0.002338624,0.0006066966,0.0004858429,0.00006154658,0.0000868835,0.00003033632,0.0004272506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04295362,"threshold_uncertainty_score":0.8427024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122046229047135,"score_gpt":0.2792623203891508,"score_spread":0.2670576974844373,"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."}}