{"id":"W1759671140","doi":"10.3201/eid2110.141640","title":"Epidemiology of Lyme Disease, Nova Scotia, Canada, 2002–2013","year":2015,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Nunavut; Nova Scotia Department of Health and Wellness; Public Health Agency of Canada; Nova Scotia Health Authority; Dalhousie University","funders":"Department of Health, Western Cape Government; Dalhousie University; Nova Scotia Department of Health and Wellness","keywords":"Epidemiology; Lyme disease; Seroprevalence; Borrelia burgdorferi; Nova scotia; Ixodes scapularis; Incidence (geometry); Medicine; Tick-borne disease; Tick; Population; Ixodes; Virology; Dermatology; Immunology; Serology; Internal medicine; Antibody; Geography; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003186884,0.0004765701,0.000843198,0.000294379,0.000183129,0.000006625083,0.0003747543,0.0001824989,0.002838761],"category_scores_gemma":[0.002916866,0.0004697533,0.000303948,0.0004683372,0.0004963363,0.0001969137,0.0001877363,0.0002804926,0.0008139357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003772906,"about_ca_system_score_gemma":0.002103505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5869601,"about_ca_topic_score_gemma":0.4166523,"domain_scores_codex":[0.9967561,0.0006992471,0.0008285098,0.0006697712,0.0001402963,0.0009060904],"domain_scores_gemma":[0.9972034,0.0006673323,0.0004706416,0.0007735115,0.0004228563,0.0004623171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001378532,0.0004606426,0.8170013,0.00006863852,0.0004426982,0.00002567345,0.000045054,0.001724563,0.0001478504,0.0008798414,0.1786452,0.0004206828],"study_design_scores_gemma":[0.002671394,0.0003079789,0.9611053,0.0001084189,0.0006460534,0.0000817826,0.0001474717,0.00005369456,0.0004383511,0.001302233,0.03232606,0.0008112164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304734,0.0569791,0.0003298958,0.0008710449,0.005922888,0.0006018012,0.0008722324,0.0005695673,0.00338007],"genre_scores_gemma":[0.9972587,0.00007753538,0.00001212193,0.0008366723,0.0002008559,0.00004138511,0.0002885087,0.000064793,0.001219456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1703078,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105078273541634,"score_gpt":0.2651334893225297,"score_spread":0.2440827065871134,"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."}}