{"id":"W4406098156","doi":"10.1089/vbz.2024.0088","title":"Perspective: Incidence of Clinician-Diagnosed Lyme Disease in Manitoba, Canada 2009–2018","year":2025,"lang":"en","type":"article","venue":"Vector-Borne and Zoonotic Diseases","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Manitoba Health; Public Health Agency of Canada; University of Manitoba","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Lyme disease; Incidence (geometry); Perspective (graphical); Medicine; Disease; Epidemiology; LYME; Demography; Geography; Borrelia burgdorferi; Virology; Immunology; Pathology; Sociology; Computer science; Artificial intelligence","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":[0.0005550417,0.000606527,0.0003045117,0.002578777,0.001554307,0.00132507,0.001486198,0.0004902175,0.004740923],"category_scores_gemma":[0.00247458,0.0003418732,0.0005194289,0.004532651,0.000532152,0.0004896832,0.000767299,0.0008439127,0.000532825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03019607,"about_ca_system_score_gemma":0.05871099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934349,"about_ca_topic_score_gemma":0.9956089,"domain_scores_codex":[0.9991409,0.00008732888,0.00007042635,0.0001206033,0.0003089689,0.0002718039],"domain_scores_gemma":[0.9961581,0.00009989643,0.0007468762,0.00005961107,0.002193151,0.0007424746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004785561,0.00003239511,0.9709361,0.0003624037,0.0001127731,0.0002199849,0.0005076854,0.0003283228,0.0003851183,0.0002718721,0.01584493,0.01095058],"study_design_scores_gemma":[0.00001389918,0.00003100387,0.9884577,0.0003640906,0.0000576781,0.0002713768,0.001616352,0.0004490296,0.0000973287,0.0000755764,0.00854845,0.00001754676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7901173,0.01936736,0.001322913,0.01626229,0.0005686391,0.0003324322,0.1454549,0.0002674993,0.02630671],"genre_scores_gemma":[0.9547105,0.01190969,0.001921354,0.00338203,0.0001894322,0.0001403893,0.02195305,0.00003307976,0.005760395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03019607,"threshold_uncertainty_score":0.2190888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009869716334243191,"score_gpt":0.2475361524435999,"score_spread":0.2376664361093567,"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."}}