{"id":"W4393386410","doi":"10.3138/jammi-2023-0017","title":"SARS-CoV-2 seroprevalence in Nova Scotia blood donors","year":2024,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Ottawa; Government of Nova Scotia; Canadian Blood Services; Nova Scotia Health Authority; Dalhousie University","funders":"Government of Canada","keywords":"Seroprevalence; Medicine; Nova scotia; Vaccination; Serology; Antibody; Demography; Pandemic; Population; Virology; Internal medicine; Immunology; Coronavirus disease 2019 (COVID-19); Environmental health; Disease; Infectious disease (medical specialty); Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004063767,0.0001463983,0.000117882,0.0005169469,0.0004162051,0.0004218034,0.0001740746,0.0001493501,0.001890968],"category_scores_gemma":[0.0009575913,0.0001245407,0.00009103267,0.0006169833,0.0003045442,0.0001092264,0.0002842511,0.0001749629,0.000254075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529641,"about_ca_system_score_gemma":0.001072979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3604895,"about_ca_topic_score_gemma":0.417284,"domain_scores_codex":[0.9998042,0.00003544523,0.00002031368,0.00004444921,0.00003511748,0.00006052008],"domain_scores_gemma":[0.9992799,0.00007200747,0.0003042411,0.00002319037,0.0001716019,0.0001490511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003024156,0.000006186507,0.9988462,0.000008801777,0.000004305628,0.00006884433,0.00009071035,0.00002670058,0.0001577984,0.000008599089,0.0001881709,0.0005634709],"study_design_scores_gemma":[0.000002480981,0.00002170027,0.999369,0.000009357394,0.000002409653,0.0001387785,0.0001815334,0.00005410304,0.00003937026,0.000003442005,0.0001765473,0.000001267156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985146,0.0001520035,0.00002754034,0.00004333435,0.000005620279,0.000009689325,0.0006804136,0.000001826253,0.000564958],"genre_scores_gemma":[0.9989564,0.0001267384,0.00006355569,0.00004435459,0.000004635569,0.000007386117,0.0004226835,6.895306e-7,0.0003734483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6395105,"threshold_uncertainty_score":0.7167823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128030341259393,"score_gpt":0.292463304294144,"score_spread":0.28118300088155,"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."}}