{"id":"W4391265209","doi":"10.2139/ssrn.4697085","title":"Increasing Prevalence of <i>Borrelia Burgdorferi</i> Sensu Lato in <i>Ixodes Scapularis</i> in Canada: A Meta-Analysis of Active and Passive Surveillance Studies (2000-2023)","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Borrelia burgdorferi; Ixodes scapularis; Sensu; Ixodes; Biology; Veterinary medicine; Virology; Tick; Zoology; Medicine; Immunology; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00497766,0.00116554,0.001929842,0.002117982,0.0008377299,0.002060923,0.001652109,0.001146868,0.00164831],"category_scores_gemma":[0.007994349,0.0009795914,0.005378593,0.005731692,0.0007450141,0.0005743196,0.0009975159,0.001063754,0.0001364172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004530283,"about_ca_system_score_gemma":0.007239254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8242769,"about_ca_topic_score_gemma":0.8239754,"domain_scores_codex":[0.9970897,0.0007322335,0.0003912805,0.0009012932,0.0005096923,0.0003757841],"domain_scores_gemma":[0.994293,0.001438884,0.001652382,0.0005231404,0.001612999,0.0004797219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002082565,0.00002358551,0.9042752,0.003191306,0.07508941,0.0001558735,0.0004500854,0.000274543,0.0005458278,0.0001305857,0.00299713,0.01078395],"study_design_scores_gemma":[0.0002786985,0.0001501802,0.9379468,0.0008396842,0.05756141,0.0001545902,0.0003489525,0.000180623,0.000260577,0.00005691072,0.002195835,0.00002574728],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7483808,0.2194901,0.001067686,0.001485979,0.0004453794,0.0001183725,0.0269322,0.00007330033,0.00200614],"genre_scores_gemma":[0.9743182,0.01932548,0.0006489682,0.0005904273,0.00008089976,0.00005330214,0.004097983,0.00002551129,0.0008591872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9980702,"threshold_uncertainty_score":0.353516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879063465293112,"score_gpt":0.2636047659121507,"score_spread":0.2448141312592195,"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."}}