{"id":"W2789519428","doi":"10.14745/ccdr.v41i06a03","title":"Surveillance for Lyme disease in Canada, 2009 to 2012","year":2015,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Manitoba Health; Ministère de la Santé et des Services Sociaux (Québec); BC Centre for Disease Control; Public Health Ontario; Nova Scotia Department of Health and Wellness; Government of New Brunswick; Health PEI; Nova Scotia Health Authority; Public Health Agency of Canada","funders":"Public Health Agency of Canada","keywords":"Lyme disease; Erythema migrans; Incidence (geometry); Medicine; Disease; Erythema chronicum migrans; Rash; Borrelia burgdorferi; Demography; Epidemiology; Tick; Logistic regression; Disease surveillance; Pediatrics; Dermatology; Immunology; Veterinary medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004074024,0.0003078977,0.0004974407,0.00009452926,0.0001959376,0.00002140449,0.0006393525,0.00006195332,0.00020649],"category_scores_gemma":[0.001702657,0.0003296482,0.00009579239,0.0002921511,0.00007607995,0.0001203912,0.0002526731,0.0002184704,0.00002089204],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002591813,"about_ca_system_score_gemma":0.04147755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982591,"about_ca_topic_score_gemma":0.9998481,"domain_scores_codex":[0.997649,0.0002890394,0.0006143871,0.0004737687,0.0001680997,0.0008056917],"domain_scores_gemma":[0.9963435,0.0002989161,0.0001905743,0.001837899,0.0003408822,0.0009882166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005479138,0.0001468349,0.5656267,0.00004041918,0.0001041637,0.001308831,0.0000140724,0.001603595,0.00006300411,0.00008594828,0.4301417,0.0003167669],"study_design_scores_gemma":[0.001059192,0.00002584822,0.472616,0.00004563926,0.00005469778,0.00004644337,0.0001090072,0.000047599,0.00004934684,0.00009318182,0.5254125,0.0004405028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511029,0.03560162,0.00006186864,0.004265376,0.002187226,0.001616549,0.003124309,0.0001163025,0.001923847],"genre_scores_gemma":[0.9936354,0.00003527213,0.0000200179,0.001648115,0.00003777458,0.0003524322,0.001158327,0.00004578992,0.003066885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09527079,"threshold_uncertainty_score":0.9999155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893204245211911,"score_gpt":0.243606165023569,"score_spread":0.2246741225714499,"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."}}