{"id":"W4412391643","doi":"10.1016/j.vaccine.2025.127446","title":"Measles seroprevalence among individuals serologically tested in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Vaccine","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Public Health Ontario; University of Toronto","funders":"Institut canadien d'information sur la santé; Canadian Institutes of Health Research; Industrial Research and Consultancy Centre; Canadian Immunization Research Network; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Seroprevalence; Measles; Herd immunity; Medicine; Serology; Demography; Epidemiology; Outbreak; Veterinary medicine; Immunology; Population; Environmental health; Virology; Vaccination; Internal medicine; 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":[0.0004847395,0.0002972596,0.0002541821,0.001270305,0.002167829,0.0008199004,0.0007295705,0.0002310566,0.001608319],"category_scores_gemma":[0.001268299,0.0003017137,0.0004056577,0.002668256,0.0006531327,0.000249447,0.0004916061,0.0003289017,0.0002076347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02422312,"about_ca_system_score_gemma":0.02387634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960328,"about_ca_topic_score_gemma":0.9969845,"domain_scores_codex":[0.9993242,0.00003385549,0.0000489889,0.0001030216,0.0003063845,0.0001835925],"domain_scores_gemma":[0.998245,0.00006960343,0.0003744813,0.00003869853,0.0008667663,0.0004053696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002852258,0.0000106072,0.9960346,0.0000437998,0.0000297096,0.00005889737,0.0005194016,0.00005140845,0.000180374,0.0000380183,0.001081381,0.001923395],"study_design_scores_gemma":[0.000004159648,0.00001311696,0.9986909,0.00003097017,0.00001434844,0.00004481521,0.0004294662,0.00006276536,0.0000434327,0.000009110538,0.0006525916,0.000004396351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982322,0.001590986,0.0001732808,0.0005339648,0.00002272892,0.00007883112,0.00949517,0.00003580362,0.005747235],"genre_scores_gemma":[0.9963855,0.0007620933,0.0001838027,0.0001263438,0.000006254667,0.00002097615,0.001569158,0.000004953194,0.0009409161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02422312,"threshold_uncertainty_score":0.1757519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196574518017957,"score_gpt":0.2445047305658531,"score_spread":0.2325389853856735,"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."}}