{"id":"W4315435963","doi":"10.1128/spectrum.03356-22","title":"Cross-Canada Variability in Blood Donor SARS-CoV-2 Seroprevalence by Social Determinants of Health","year":2023,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Saskatchewan Health Authority; University of Manitoba; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Alberta Health; Canadian Blood Services; BC Centre for Disease Control; University of British Columbia; Public Health Ontario; Saskatchewan Health; University of Toronto; Public Health Agency of Canada; University of Ottawa","funders":"Government of Canada; Canadian Blood Services","keywords":"Seroprevalence; Socioeconomic status; Racialization; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; Coronavirus disease 2019 (COVID-19); Population; 2019-20 coronavirus outbreak; Health equity; Geography; Environmental health; Medicine; Public health; Virology; Biology; Serology; Immunology; Sociology; Race (biology); Disease; Antibody","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001155726,0.0002601559,0.0002821852,0.001222136,0.001969483,0.001071262,0.0006243367,0.0002140065,0.003400278],"category_scores_gemma":[0.0028699,0.0001880608,0.0003739837,0.002085418,0.0006973729,0.0002657839,0.0007710999,0.0004841021,0.000188033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01176816,"about_ca_system_score_gemma":0.01467053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9848852,"about_ca_topic_score_gemma":0.9910177,"domain_scores_codex":[0.9987069,0.0001474459,0.00006851813,0.000268533,0.0003505772,0.0004579428],"domain_scores_gemma":[0.9980234,0.0002382903,0.0002924482,0.0001207458,0.0009098269,0.000415323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009191328,0.00001977802,0.9859823,0.0000446193,0.0001312003,0.00005949032,0.001347428,0.0001304475,0.0003377309,0.0004852146,0.003246706,0.008123065],"study_design_scores_gemma":[0.00000337873,0.00001154719,0.9969021,0.00003157405,0.00002594535,0.00004123291,0.001165767,0.0001461618,0.0001091966,0.00005861758,0.001496072,0.000008379362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977482,0.001588257,0.0006976457,0.001116628,0.0000504483,0.00006428683,0.008975697,0.00003703732,0.009988002],"genre_scores_gemma":[0.9972584,0.0003449173,0.0001875673,0.000172073,0.000004720241,0.00001066643,0.001107714,0.00000929628,0.000904627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01511478,"threshold_uncertainty_score":0.08538437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04570185341041672,"score_gpt":0.3975267741897634,"score_spread":0.3518249207793467,"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."}}