{"id":"W7128597346","doi":"10.36584/cjic.2025.003.02124.125","title":"The 2025 measles resurgence in Ontario, Canada validates emerging seroprevalence concerns","year":2025,"lang":"","type":"article","venue":"Canadian Journal of Infection Control","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measles; Seroprevalence; Epidemiology; Public health; Immigration; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001316236,0.0002310158,0.0002152566,0.001054335,0.002961922,0.001436344,0.0008241247,0.0004049076,0.002728102],"category_scores_gemma":[0.002804869,0.0001794806,0.0004167713,0.002039847,0.0007312055,0.0006088446,0.0007305284,0.0008384858,0.0003286648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02968626,"about_ca_system_score_gemma":0.04495426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949115,"about_ca_topic_score_gemma":0.9974341,"domain_scores_codex":[0.9986975,0.00007504333,0.00006555441,0.0001232991,0.0006563814,0.0003821558],"domain_scores_gemma":[0.9956574,0.0001847728,0.0007516206,0.0001190162,0.002592674,0.0006943967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002415602,0.00003965646,0.9019123,0.0006111449,0.00009882562,0.0006121277,0.003981519,0.0003616993,0.001152496,0.001494384,0.04969767,0.03979655],"study_design_scores_gemma":[0.000007014728,0.00002726244,0.9688449,0.0001688944,0.00003157225,0.0001435301,0.002596177,0.0002363164,0.0002390261,0.0001213633,0.02756997,0.00001389492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8452644,0.01433764,0.001308782,0.03482528,0.0006265463,0.0001960177,0.03991337,0.0001790275,0.06334883],"genre_scores_gemma":[0.9832942,0.003797951,0.0007759052,0.003271294,0.0001025896,0.00003433518,0.004990173,0.00001692087,0.003716674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02968626,"threshold_uncertainty_score":0.2153899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949413282357677,"score_gpt":0.2761282572789645,"score_spread":0.2566341244553877,"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."}}