{"id":"W4387835451","doi":"10.1016/j.ttbdis.2023.102271","title":"Self-reported tick exposure as an indicator of Lyme disease risk in an endemic region of Quebec, Canada","year":2023,"lang":"en","type":"article","venue":"Ticks and Tick-borne Diseases","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Concordia University; Bishop's University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Cegep de Saint Hyacinthe; Public Health Agency of Canada; Université de Sherbrooke; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Lyme disease; Tick-borne disease; LYME; Tick; Geography; Environmental health; Medicine; Virology; Borrelia burgdorferi; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000722373,0.0003161308,0.0002344032,0.001129445,0.001328739,0.0007993623,0.0009905692,0.0002457837,0.002551721],"category_scores_gemma":[0.001731948,0.0001565308,0.0003519357,0.002233991,0.0004947876,0.0002313721,0.0004837236,0.0003579855,0.0001709373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01791283,"about_ca_system_score_gemma":0.02006441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963445,"about_ca_topic_score_gemma":0.9976928,"domain_scores_codex":[0.9995081,0.00007330823,0.00003536505,0.00009343879,0.0001468047,0.0001429076],"domain_scores_gemma":[0.9979278,0.0001910231,0.0004091078,0.00005187787,0.001036032,0.0003841779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002652432,0.00001528154,0.9967614,0.00002470703,0.00002767169,0.00002632644,0.0001722627,0.0001824955,0.00009406236,0.00003862595,0.000716375,0.001914185],"study_design_scores_gemma":[0.000003723619,0.00001631467,0.9982287,0.00003167782,0.00001593043,0.00002288556,0.0004760688,0.0006054216,0.00003933306,0.00001299855,0.000542154,0.0000046873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871402,0.0008025384,0.0004176055,0.000318995,0.00001272863,0.00006230994,0.008703317,0.00002540849,0.002516871],"genre_scores_gemma":[0.9961947,0.0002608031,0.0004245963,0.00005754731,0.000003713095,0.00002542677,0.002070732,0.000002966767,0.0009595776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01791283,"threshold_uncertainty_score":0.1299673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008459342525394601,"score_gpt":0.2335903910761317,"score_spread":0.2251310485507371,"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."}}