{"id":"W4401648035","doi":"10.1111/jvh.13989","title":"Epidemiology, Treatment Patterns and Survival in Canadian Patients With Chronic Hepatitis B‐Related Hepatocellular Carcinoma","year":2024,"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":"University of Saskatchewan; University of Alberta; University of Manitoba; Ottawa Hospital; McGill University Health Centre; University of Ottawa; Toronto Liver Centre; University of British Columbia; University of Calgary; Western University; University of Toronto; London Health Sciences Centre","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Internal medicine; Cohort; Gastroenterology; Epidemiology; Hepatitis B; Retrospective cohort study; Chronic hepatitis; HBeAg; Cohort study; Liver cancer; Stage (stratigraphy); Hepatitis B virus; Immunology; HBsAg; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005278347,0.0003508798,0.001028145,0.0006587221,0.00009920665,0.00002455209,0.00009329842,0.0001825074,0.0001739508],"category_scores_gemma":[0.0001817153,0.0002557636,0.0001718432,0.000293845,0.000157473,0.0002596982,0.00003405718,0.0004678037,0.00002575272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002485673,"about_ca_system_score_gemma":0.001028064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.851431,"about_ca_topic_score_gemma":0.9187033,"domain_scores_codex":[0.9974377,0.0002429254,0.0009893519,0.0003472814,0.0002831664,0.0006995565],"domain_scores_gemma":[0.9985452,0.0002502682,0.0002161971,0.0002081361,0.0002043426,0.0005758115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006659668,0.0001013106,0.9842998,0.0001515046,0.0003308781,0.002987354,0.0004604606,0.000006796527,0.000008031244,0.0001970685,0.0001381264,0.0112521],"study_design_scores_gemma":[0.002307684,0.004530509,0.985575,0.0009482123,0.0002301231,0.0002618093,0.00000991788,0.002263892,0.00004480323,0.000125148,0.00346591,0.0002370276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989378,0.007739728,0.00002973824,0.00122523,0.0006461786,0.0004862891,0.000184638,0.00002500994,0.0002851997],"genre_scores_gemma":[0.9917049,0.007400904,0.0001905937,0.0001633072,0.0002312739,0.00002110592,0.0000547768,0.00005670528,0.0001764608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06727229,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849142444006027,"score_gpt":0.2685584484725125,"score_spread":0.2500670240324523,"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."}}