{"id":"W4280642548","doi":"10.14745/ccdr.v48i05a05","title":"Surveillance for Lyme disease in Canada, 2009–2019","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Social Services; BC Centre for Disease Control; Nova Scotia Department of Health and Wellness; Public Health Ontario; Government of New Brunswick; Alberta Health; Manitoba Health; Nova Scotia Health Authority; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Erythema migrans; Medicine; Incidence (geometry); Epidemiology; Public health; Demography; Population; Lyme disease; Disease; Pediatrics; Borrelia burgdorferi; Environmental health; Internal medicine; Pathology; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000401438,0.0002881691,0.0004698905,0.00009226078,0.0007430637,0.00001642903,0.0008041736,0.00003518958,0.001198601],"category_scores_gemma":[0.0006279912,0.0003361948,0.000140427,0.0003239842,0.00009599431,0.00006913405,0.0005029293,0.0003976671,0.000004405431],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00344263,"about_ca_system_score_gemma":0.03967199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9987065,"about_ca_topic_score_gemma":0.9995711,"domain_scores_codex":[0.997386,0.0005016719,0.0006349679,0.0005107307,0.0001992087,0.0007674693],"domain_scores_gemma":[0.99695,0.0004530841,0.0002843709,0.001849845,0.0001346783,0.0003280508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005197672,0.000243677,0.7155958,0.00005630223,0.000162383,0.002496791,0.00001053723,0.004649205,0.000131984,0.0001611426,0.275706,0.0002663722],"study_design_scores_gemma":[0.001013028,0.00002247379,0.5071135,0.00001567476,0.00005962807,0.00009451161,0.0001467093,0.0001287885,0.00002610648,0.00008282356,0.4908815,0.0004153019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452154,0.03938897,0.0000113321,0.002270889,0.002075201,0.001248456,0.008703317,0.00009881511,0.0009876307],"genre_scores_gemma":[0.9909946,0.00007222022,0.000004873999,0.00128994,0.00002087369,0.000708615,0.003435712,0.00004905675,0.003424126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2151755,"threshold_uncertainty_score":0.999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009274589384467562,"score_gpt":0.2178745345392019,"score_spread":0.2085999451547343,"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."}}