{"id":"W4390141701","doi":"10.1111/vox.13568","title":"Hepatitis B virus genotype surveillance in Canadian blood donors and a referred patient population, 2016–2021","year":2023,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Alberta; Canadian Blood Services; Ottawa Public Health; Ste. Anne's Hospital; St. Paul's Hospital; University of British Columbia; University of Manitoba; University of Alberta Hospital; Public Health Agency of Canada","funders":"","keywords":"Genotype; Hepatitis B virus; Population; Medicine; Hepatitis B; Virology; Demography; Immunology; Biology; Virus; Genetics; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.000220956,0.0001730619,0.000352688,0.0004113989,0.0001270161,0.00002109214,0.00005557304,0.000103083,0.0002150472],"category_scores_gemma":[0.0005766145,0.0001707787,0.00004088174,0.0007119421,0.00004984291,0.00005189702,0.00005738853,0.0001351725,0.0002289387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693498,"about_ca_system_score_gemma":0.0002005699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9689227,"about_ca_topic_score_gemma":0.994092,"domain_scores_codex":[0.9984965,0.00007244211,0.0003498523,0.0003441889,0.0002176906,0.0005193385],"domain_scores_gemma":[0.9991725,0.00007432306,0.00006214446,0.0002921485,0.00009995951,0.0002989346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001792698,0.00002511468,0.981905,0.00002948906,0.00004897946,0.000350578,0.00138938,0.000003198968,0.0001671895,0.00003841604,0.008602194,0.007422508],"study_design_scores_gemma":[0.0005642005,0.0001510827,0.9755157,0.00007805583,0.0000220405,0.00001476969,0.00004498787,0.0001013811,0.00009638554,0.00006688815,0.02316923,0.0001752908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943511,0.001190404,4.69135e-7,0.001262392,0.000281403,0.0003738528,0.0002035844,0.0000741386,0.002262581],"genre_scores_gemma":[0.9914048,0.007093047,0.0001415147,0.0005073826,0.0001142737,0.00005789359,0.0001843409,0.00003468307,0.0004620139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02516935,"threshold_uncertainty_score":0.6964151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471981680116627,"score_gpt":0.2575308828430918,"score_spread":0.2428110660419256,"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."}}