{"id":"W4318778368","doi":"10.3390/v15020409","title":"Hepatitis B Blood Donor Screening Data: An Under-Recognized Resource for Canadian Public Health Surveillance","year":2023,"lang":"en","type":"article","venue":"Viruses","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Sherbrooke; BC Centre for Disease Control; University of British Columbia; Public Health Ontario; Héma-Québec; University of Manitoba; Public Health Agency of Canada; University of Toronto; Canadian Blood Services; University of Ottawa","funders":"","keywords":"Medicine; Hepatitis B; Internal medicine; Vaccination; Immunology; Hepatitis; Hepatitis C; Hepatitis B vaccine; Hepatitis B virus; Hepatitis A; Cohort; 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":[],"consensus_categories":[],"category_scores_codex":[0.001437578,0.0002336978,0.0005597796,0.0004318751,0.0006896497,0.0001029272,0.0003542753,0.00009429108,0.00008250024],"category_scores_gemma":[0.001477479,0.0002312873,0.00006070177,0.0007421302,0.0001028835,0.0003475779,0.0001706137,0.0001693934,0.0001240938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000142505,"about_ca_system_score_gemma":0.001094908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6128952,"about_ca_topic_score_gemma":0.9641428,"domain_scores_codex":[0.9974017,0.0001775522,0.0004308631,0.0006744465,0.0003059994,0.00100949],"domain_scores_gemma":[0.9974803,0.000413433,0.0001287242,0.001008497,0.0001622869,0.0008068033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006193656,0.0001116066,0.8339358,0.0001616763,0.0003776029,0.00006069518,0.0005074769,0.000005271602,0.0001898049,0.0003062701,0.1183633,0.04591858],"study_design_scores_gemma":[0.001806587,0.0004102046,0.3568342,0.0001001618,0.00004254802,0.00001734627,0.0002408974,0.0007029922,0.00009033982,0.0000482745,0.6394221,0.0002844112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445562,0.001823938,0.001158647,0.04038054,0.0004872982,0.002015782,0.007545721,0.001105835,0.0009260873],"genre_scores_gemma":[0.966583,0.002334313,0.004923969,0.02041949,0.0008230048,0.0001994281,0.003835488,0.0001495693,0.0007317492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5210588,"threshold_uncertainty_score":0.9431624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2536622429733869,"score_gpt":0.374900129978961,"score_spread":0.1212378870055741,"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."}}