{"id":"W4402828374","doi":"10.3201/eid3010.240191","title":"Age- and Sex-Specific Differences in Lyme Disease Health-Related Behaviors, Ontario, Canada, 2015–2022","year":2024,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lyme disease; Men who have sex with men; Medicine; Disease; Demography; Environmental health; Gerontology; Virology; Internal medicine; Syphilis; Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001476657,0.0004690734,0.0005746256,0.0004361601,0.0004471412,0.000131391,0.0001882915,0.0001367073,0.003191539],"category_scores_gemma":[0.00006625915,0.0004645867,0.0001589851,0.0004803811,0.0002725129,0.0002197772,0.0001389553,0.000560133,0.00007606258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088026,"about_ca_system_score_gemma":0.001969414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.826396,"about_ca_topic_score_gemma":0.9042497,"domain_scores_codex":[0.997219,0.0003586568,0.000631697,0.0008741679,0.0001376975,0.0007787281],"domain_scores_gemma":[0.998916,0.0002425079,0.0001187908,0.000397466,0.00003565196,0.0002896345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000506506,0.0004505447,0.9491635,0.0001371124,0.0002726906,0.0009030059,0.0008087534,0.00004003206,0.0002570758,0.0006237907,0.04143337,0.005859456],"study_design_scores_gemma":[0.0008744088,0.0001464837,0.9504234,0.000236008,0.0001536829,0.0000935729,0.0001554478,0.0000156409,0.00002243129,0.0005462236,0.0467688,0.0005638766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874961,0.1075886,0.000009094268,0.0005682278,0.002707303,0.0004506592,0.0003725157,0.0005619294,0.0002456385],"genre_scores_gemma":[0.9947048,0.0008859407,0.000001104523,0.0002259046,0.00006513211,0.0001714227,0.0004576693,0.00006066004,0.00342735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1072088,"threshold_uncertainty_score":0.9997806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00936691208658465,"score_gpt":0.2360777425181939,"score_spread":0.2267108304316093,"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."}}