{"id":"W4416934864","doi":"10.1111/zph.70033","title":"Increased <scp> <i>Borrelia burgdorferi</i> </scp> Seroprevalence in Nova Scotia—Prevalence and Distribution 10 Years Later","year":2025,"lang":"en","type":"article","venue":"Zoonoses and Public Health","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority; Provincial Laboratory of Public Health; Public Health Agency of Canada","funders":"Research Nova Scotia","keywords":"Seroprevalence; Borrelia burgdorferi; Lyme disease; Distribution (mathematics); Spirochaetaceae; Infection rate; Epidemiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004847329,0.0001984271,0.0003256153,0.00016269,0.0001529905,0.00007840002,0.0001458796,0.00019481,0.0002091936],"category_scores_gemma":[0.0005321078,0.0001956634,0.00004098495,0.0003733775,0.0002556963,0.0002230072,0.0001420043,0.0002759772,0.00009837499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092904,"about_ca_system_score_gemma":0.0004401582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005250699,"about_ca_topic_score_gemma":0.001038654,"domain_scores_codex":[0.9981778,0.0003490754,0.0003662093,0.0004645351,0.00004387651,0.0005985298],"domain_scores_gemma":[0.9991038,0.000324798,0.0001142716,0.0002633415,0.00007573341,0.0001179955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002916688,0.0002921884,0.9587156,0.0005571461,0.00006888237,0.000006443855,0.0002479535,0.000001829644,0.0008921222,0.001522901,0.02339786,0.01426794],"study_design_scores_gemma":[0.001038118,0.0001754081,0.9251105,0.0001634866,0.00001882612,0.00002904367,0.0001262208,0.00001552931,0.0001827352,0.0001102292,0.07294197,0.00008799345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825163,0.01477212,0.00007169624,0.001169909,0.0003880194,0.0003488382,0.0002936872,0.00009408077,0.0003453373],"genre_scores_gemma":[0.9946612,0.002700716,0.00001376695,0.001704752,0.00002223632,0.00001581395,0.0002303901,0.00001114208,0.000639941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04954411,"threshold_uncertainty_score":0.7978921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128982856007461,"score_gpt":0.2603359889514834,"score_spread":0.2474377033507373,"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."}}