{"id":"W4407743113","doi":"10.1186/s12879-025-10564-8","title":"Measles in Canada: modelling outbreaks with variable vaccine coverage and interventions","year":2025,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Measles; Outbreak; Vaccination; Public health; Psychological intervention; Environmental health; Measles vaccine; Medicine; Incidence (geometry); Herd immunity; Demography; Virology","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":[0.001192115,0.001463936,0.0008521411,0.001305579,0.001553943,0.00154406,0.002808024,0.002194246,0.004758627],"category_scores_gemma":[0.004812353,0.0006643042,0.001549101,0.001394835,0.001349822,0.0006526461,0.001348677,0.00146647,0.0003041959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02636877,"about_ca_system_score_gemma":0.02310825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9707207,"about_ca_topic_score_gemma":0.9334701,"domain_scores_codex":[0.9994158,0.0001500455,0.00002150913,0.0001030205,0.00008056657,0.000229125],"domain_scores_gemma":[0.9973997,0.001250344,0.0003245039,0.00007170371,0.0006152661,0.0003385237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000153049,0.00006870372,0.01418422,0.00007524056,0.00009406244,0.0001861437,0.0001256986,0.9759333,0.0002043383,0.003987651,0.002605465,0.002382218],"study_design_scores_gemma":[0.0001467631,0.00006089519,0.006154937,0.00003785481,0.00009407556,0.00004328059,0.0002707745,0.9892452,0.000135593,0.001576382,0.002202982,0.00003124897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161784,0.00213787,0.02337756,0.006406012,0.0002211225,0.0005538318,0.01993145,0.0005480555,0.03064578],"genre_scores_gemma":[0.9786143,0.0009247337,0.007285187,0.0003483376,0.00003713968,0.0001721555,0.003388297,0.00005342261,0.009176604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02927929,"threshold_uncertainty_score":0.1913198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215200058601024,"score_gpt":0.2475464152315537,"score_spread":0.2353944146455434,"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."}}