{"id":"W6961524823","doi":"10.14288/1.0449078","title":"Clinical Outcomes and Quantitative HBV Surface Antigen Levels in Diverse Chronic Hepatitis B Patients in Canada : A Retrospective Real-World Study of CHB in Canada (REVEAL-CANADA)","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HBsAg; HBeAg; Cirrhosis; Hepatitis B virus; Hepatitis B; Chronic hepatitis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006752682,0.0004400348,0.0005679969,0.001384311,0.002475121,0.001273506,0.001040476,0.0005065128,0.001265664],"category_scores_gemma":[0.001624231,0.0004700623,0.0004734171,0.004477291,0.0009887434,0.000440926,0.001179792,0.0006671866,0.0002107317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01618034,"about_ca_system_score_gemma":0.01755264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.970171,"about_ca_topic_score_gemma":0.9737495,"domain_scores_codex":[0.9989595,0.00008148783,0.00008900669,0.0002103489,0.0003268752,0.0003327357],"domain_scores_gemma":[0.9978461,0.0001167201,0.0005912174,0.00009416257,0.0007631923,0.0005886542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003989332,0.00001228939,0.9986824,0.00001634579,0.00002867069,0.0000552437,0.0001808445,0.0000306272,0.00007403288,0.00001851949,0.0002127286,0.000648324],"study_design_scores_gemma":[0.000006012067,0.00002186029,0.9987992,0.00001511223,0.00001874874,0.00009884966,0.000624445,0.0001150017,0.00002425131,0.000009342859,0.0002609174,0.000006177797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955015,0.0004484721,0.00007713898,0.0001002424,0.000004711408,0.00005170161,0.00310974,0.000005994172,0.0007005359],"genre_scores_gemma":[0.9980413,0.0002702424,0.0001036469,0.00006994212,0.000004215046,0.00001893937,0.001330619,0.000002763317,0.0001583775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02982897,"threshold_uncertainty_score":0.1173972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04441673337418094,"score_gpt":0.3491044671607855,"score_spread":0.3046877337866046,"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."}}