{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007754782,0.0009472308,0.001158395,0.007629874,0.003467415,0.003507316,0.003349048,0.0007475537,0.01184348],"category_scores_gemma":[0.02662074,0.0005346645,0.0008123318,0.01455076,0.0005353824,0.001147451,0.002510392,0.001594652,0.002228479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0437317,"about_ca_system_score_gemma":0.149424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930471,"about_ca_topic_score_gemma":0.9932879,"domain_scores_codex":[0.9917895,0.00106167,0.0006402746,0.0005267235,0.005157568,0.0008243362],"domain_scores_gemma":[0.9519792,0.003816014,0.00248219,0.002198673,0.03428806,0.005235922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001983338,0.00009380586,0.2307765,0.002461737,0.0002752557,0.0002064452,0.0007388591,0.0008003736,0.0005443015,0.003259846,0.537106,0.2235385],"study_design_scores_gemma":[0.0001514257,0.0001004091,0.5942548,0.003532623,0.0002959088,0.0003736934,0.001980609,0.005480395,0.0007758033,0.001537187,0.3913467,0.0001704129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1083884,0.05397664,0.009831716,0.08481946,0.002446071,0.002376699,0.6451617,0.003145267,0.08985397],"genre_scores_gemma":[0.4773133,0.04088226,0.04205702,0.01704067,0.0006875979,0.001199071,0.3955234,0.0004827852,0.0248139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0437317,"threshold_uncertainty_score":0.3172972,"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."}}