{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001537105,0.0003166948,0.0005482977,0.0003167161,0.0001274269,0.00001719455,0.0002550221,0.0001711554,0.000267894],"category_scores_gemma":[0.0004988507,0.0003000062,0.0001089282,0.0004403611,0.0003283817,0.0002256958,0.00009984251,0.0001963917,0.00002791189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000992516,"about_ca_system_score_gemma":0.001608959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.282358,"about_ca_topic_score_gemma":0.2925478,"domain_scores_codex":[0.9977072,0.0004189343,0.0006668359,0.0006013536,0.0001245384,0.0004810943],"domain_scores_gemma":[0.9981278,0.0002650896,0.0004493243,0.0007109937,0.0001322433,0.0003145228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006570944,0.001238671,0.9910849,0.0002682362,0.0004885349,0.00031366,0.0005249211,0.00004014928,0.001629903,0.0006552619,0.001195014,0.001903634],"study_design_scores_gemma":[0.001720906,0.0003191281,0.9938954,0.00007915624,0.0008640106,0.00002279779,0.0006784299,0.00006925308,0.0009275486,0.0005230726,0.0005649428,0.0003353427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940323,0.004417331,0.000002644795,0.00008200654,0.0002092783,0.0004227404,0.000585155,0.0001898331,0.00005872314],"genre_scores_gemma":[0.9983771,0.000476545,0.000003786466,0.00008155598,0.00003753956,0.00005531871,0.0007282578,0.00004185785,0.0001980824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01018981,"threshold_uncertainty_score":0.9999452,"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."}}