{"id":"W4310787595","doi":"10.17269/s41997-022-00723-8","title":"The added value of One Health surveillance: data from questing ticks can provide an early signal for anaplasmosis outbreaks in animals and humans","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Public Health Agency of Canada; Cegep de Saint Hyacinthe","funders":"Fonds de recherche du Québec","keywords":"Anaplasmosis; Outbreak; Anaplasma phagocytophilum; Ixodes scapularis; Veterinary medicine; Tick; Biology; Ixodes; Tick-borne disease; Anaplasma; Lyme disease; Virology; Medicine; Ixodidae; Immunology; Borrelia burgdorferi","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004098199,0.0007229301,0.000569443,0.002435953,0.0003112072,0.001505367,0.0006802785,0.000997312,0.001935414],"category_scores_gemma":[0.01010505,0.0002290953,0.0004765895,0.001208142,0.0005891672,0.0008696069,0.0006023354,0.000750181,0.0004632377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008170565,"about_ca_system_score_gemma":0.0008219437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0192505,"about_ca_topic_score_gemma":0.03646483,"domain_scores_codex":[0.997759,0.0009314802,0.0001207007,0.0004591757,0.0006023939,0.0001271458],"domain_scores_gemma":[0.9829715,0.006843098,0.004045163,0.001546034,0.003493299,0.001100814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005544604,0.00006643224,0.9340571,0.0003209265,0.0003932189,0.0001745516,0.0001450466,0.0005773597,0.004288395,0.00006849848,0.0008931907,0.05846081],"study_design_scores_gemma":[0.00002089359,0.0004645566,0.9909683,0.000235448,0.0002993955,0.0008771302,0.000264613,0.001725158,0.00162677,0.0002529662,0.003233463,0.00003136664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94497,0.02311001,0.008788117,0.003984108,0.0002765772,0.0001065026,0.008603006,0.0002452597,0.00991651],"genre_scores_gemma":[0.9913875,0.002230502,0.003345996,0.0005374016,0.0001527404,0.00001645506,0.001687681,0.000009438162,0.0006323003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9807495,"threshold_uncertainty_score":0.03827691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07487758024908754,"score_gpt":0.3061241334667351,"score_spread":0.2312465532176475,"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."}}