{"id":"W4390881837","doi":"10.3390/v16010117","title":"Prevalence of Hepatitis B in Canadian First-Time Blood Donors: Association with Social Determinants of Health","year":2024,"lang":"en","type":"article","venue":"Viruses","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Queen's University; Canadian Blood Services; University of Ottawa","funders":"","keywords":"Medicine; Hepatitis B; Demography; Logistic regression; Ethnic group; Immigration; Public health; Hepatitis C; Hepatitis; Population; Chronic hepatitis; Immunology; Environmental health; Internal medicine; Pathology","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":[0.0008240788,0.0002748729,0.0002828786,0.001324727,0.001711798,0.0009142134,0.0008308043,0.0004150292,0.00260063],"category_scores_gemma":[0.002411513,0.0003307141,0.0004715815,0.00274677,0.0005152327,0.0002896437,0.0006943998,0.0006595043,0.0001755727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009084166,"about_ca_system_score_gemma":0.00980226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9817671,"about_ca_topic_score_gemma":0.9841368,"domain_scores_codex":[0.9994276,0.00006025672,0.00003518013,0.00007403226,0.0001932477,0.000209628],"domain_scores_gemma":[0.9986989,0.0001155807,0.0003130836,0.00005179758,0.0004512304,0.0003693401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004486787,0.00001338982,0.9976614,0.00001808547,0.00002841605,0.00003179958,0.000192866,0.00003052681,0.00004218892,0.00003612083,0.0003594155,0.001540931],"study_design_scores_gemma":[0.000003142645,0.00001467046,0.9989007,0.0000211455,0.00001430726,0.00004962243,0.0005261976,0.0001118971,0.00002800157,0.00001224052,0.0003126436,0.000005342032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942505,0.001209638,0.00005603827,0.0002969455,0.00001192936,0.00002011106,0.002267617,0.000005202752,0.00188193],"genre_scores_gemma":[0.9983931,0.0005726985,0.00007403255,0.00004248908,0.000005764888,0.000005685376,0.0005283458,0.000001653465,0.0003762228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01823288,"threshold_uncertainty_score":0.06591052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285117338964676,"score_gpt":0.2979857090171002,"score_spread":0.2751345356274534,"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."}}