{"id":"W2954132352","doi":"10.1186/s12889-019-7219-x","title":"What is the real number of Lyme disease cases in Canada?","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Public Health Agency of Canada; Nova Scotia Health Authority; Dalhousie University; Université de Montréal; University of Guelph; Government of New Brunswick","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux; Atlantic Veterinary College; Institut National de Santé Publique du Québec","keywords":"Lyme disease; Ixodes scapularis; Borrelia burgdorferi; Medicine; Tick; LYME; Disease; Serology; Epidemiology; Incidence (geometry); Environmental health; Immunology; Virology; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003638246,0.0001276382,0.0002662484,0.00005853518,0.00008127277,0.00002370044,0.0002231622,0.00005754869,0.002291485],"category_scores_gemma":[0.000161653,0.00009425305,0.00006422763,0.0002221379,0.00008315196,0.0002164962,0.00006852599,0.0001559249,0.0002752162],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005701804,"about_ca_system_score_gemma":0.01231651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9053486,"about_ca_topic_score_gemma":0.8899956,"domain_scores_codex":[0.9983248,0.0004943714,0.000353206,0.0002494908,0.00006530082,0.0005128021],"domain_scores_gemma":[0.9987448,0.0004208564,0.0001627505,0.0004928423,0.00006370011,0.0001150098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000423316,0.0001187464,0.9859594,0.00008396139,0.00003258082,0.000004778781,0.0002490027,0.000002808557,0.00002783958,0.001403156,0.01037912,0.001696321],"study_design_scores_gemma":[0.0006801345,0.0000457131,0.9593304,0.00004550133,0.000007137481,0.00003541171,0.0012389,0.000006327714,0.0000378707,0.00005637111,0.03840071,0.0001154873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889182,0.002976607,0.000001819779,0.005879748,0.001017154,0.0003941618,0.0001445151,0.00002630807,0.0006414297],"genre_scores_gemma":[0.9954,0.0005257563,0.000002679646,0.003119341,0.00002204761,0.00002726013,0.00007007144,0.0000137825,0.0008191079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02802159,"threshold_uncertainty_score":0.9986206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201652116976799,"score_gpt":0.2849618757203857,"score_spread":0.2629453545506177,"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."}}