{"id":"W4413211094","doi":"10.2139/ssrn.5379326","title":"A Coupled Disease-Misinformation Model of Measles Transmission in the Canadian Context","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Misinformation; Context (archaeology); Measles; Transmission (telecommunications); Disease; Virology; Computer science; Medicine; Geography; Telecommunications; Vaccination; Computer security","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001275857,0.0009319675,0.001582909,0.001337522,0.002935359,0.00407304,0.002721122,0.002955461,0.01237642],"category_scores_gemma":[0.005768659,0.000659406,0.0009787771,0.00204481,0.002415646,0.002677533,0.001965343,0.0020202,0.0007142237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02514718,"about_ca_system_score_gemma":0.01767647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9385086,"about_ca_topic_score_gemma":0.8778917,"domain_scores_codex":[0.998997,0.0002424177,0.00002509743,0.0001498097,0.0001271954,0.0004584529],"domain_scores_gemma":[0.9975871,0.000949362,0.0003595831,0.00008925952,0.0005613966,0.0004531982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003702989,0.0001363554,0.01159001,0.0002445866,0.0001994049,0.001275317,0.001720428,0.3897491,0.001613856,0.5712197,0.01361519,0.008265723],"study_design_scores_gemma":[0.0002604295,0.0001187256,0.01272111,0.0001049642,0.0003038891,0.0004440669,0.00240405,0.8248153,0.0002626765,0.1464023,0.01191769,0.0002448384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.740726,0.005219148,0.03698722,0.0493389,0.0004910163,0.000229804,0.007694079,0.0003321735,0.1589815],"genre_scores_gemma":[0.9742982,0.001371984,0.001485921,0.0003192018,0.0001144515,0.00002392196,0.0002573409,0.00002683019,0.02210221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06149137,"threshold_uncertainty_score":0.1824564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832492008833706,"score_gpt":0.2774419376556765,"score_spread":0.2591170175673394,"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."}}