{"id":"W4311001945","doi":"10.3390/v14122668","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":2022,"lang":"en","type":"article","venue":"Viruses","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Public Health Agency of Canada; University of Toronto; Western University; McMaster University; University of Manitoba; Alberta Health; Dalhousie University; University of British Columbia; Toronto Liver Centre; University of Saskatchewan; Providence Health Care; University of Alberta; University of Calgary","funders":"","keywords":"HBsAg; Medicine; HBeAg; Internal medicine; Hepatitis B virus; Hepatitis B; Gastroenterology; Retrospective cohort study; Immunology; 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":[0.0004453726,0.0002679238,0.001206731,0.0002163527,0.0001140813,0.000004152967,0.0001657995,0.00002762861,0.0001011974],"category_scores_gemma":[0.0005993553,0.0002720216,0.0000324809,0.0008677233,0.00007668195,0.00009394439,0.0003624274,0.0005251678,4.359709e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01394129,"about_ca_system_score_gemma":0.0159923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999994,"about_ca_topic_score_gemma":1,"domain_scores_codex":[0.996356,0.0005170933,0.00108605,0.0005299513,0.001031699,0.0004792114],"domain_scores_gemma":[0.9984728,0.0006650698,0.0003102638,0.0002969963,0.0001236037,0.0001312523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001271416,0.000390647,0.9955536,0.00003810482,0.0001461458,0.0006440322,0.001190531,0.0002236615,0.000008656069,0.00002644982,0.00141767,0.0002334316],"study_design_scores_gemma":[0.003761665,0.0006809771,0.9905848,0.00009250257,0.00002925227,5.464433e-7,0.004311298,0.00008976727,0.00002126895,0.000008915186,0.0001838564,0.0002351858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967447,0.0002841322,1.493887e-7,0.0001478907,0.0003683751,0.001178097,0.00110866,0.000006554198,0.0001614283],"genre_scores_gemma":[0.9988399,0.0005370493,0.00003163339,0.0004386077,0.00001088089,0.0000559296,0.00001205363,0.00002773962,0.00004626166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004968764,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0665562580193923,"score_gpt":0.3379441729039407,"score_spread":0.2713879148845484,"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."}}