{"id":"W4280505925","doi":"10.14745/ccdr.v48i05a04","title":"Surveillance for Ixodes scapularis and Ixodes pacificus ticks and their associated pathogens in Canada, 2019","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Ottawa; University of British Columbia; Government of New Brunswick; BC Centre for Disease Control; Université de Montréal; Public Health Agency of Canada","funders":"British Columbia Centre for Disease Control; University of Ottawa; Public Health Agency; Canadian Institutes of Health Research; Ministère de la Santé; Ministère de la Santé et des Services sociaux; Public Health Agency of Canada; Institut National de Santé Publique du Québec","keywords":"Ixodes scapularis; Borrelia burgdorferi; Tick; Lyme disease; Biology; Ixodes; Borrelia; Anaplasma phagocytophilum; Veterinary medicine; Ixodidae; Virology; Medicine; 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"],"consensus_categories":[],"category_scores_codex":[0.0004867872,0.0002483429,0.0004788222,0.00006571324,0.0007100918,0.00002295224,0.0002671884,0.00005765255,0.0001202304],"category_scores_gemma":[0.0005734066,0.0002512968,0.00005950839,0.0001709418,0.0001283184,0.00004936049,0.0003784962,0.0003253951,2.627738e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202789,"about_ca_system_score_gemma":0.006698018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928235,"about_ca_topic_score_gemma":0.9989641,"domain_scores_codex":[0.9980477,0.0005330768,0.0004359324,0.0003970418,0.00007892789,0.0005073339],"domain_scores_gemma":[0.9981109,0.0005949737,0.0002404875,0.0007926832,0.0001103082,0.0001506115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001578806,0.0001441003,0.9693954,0.00004398506,0.0003046093,0.0004725578,0.00007566793,0.000212412,0.001436476,0.00005545705,0.02690239,0.0007990559],"study_design_scores_gemma":[0.001328608,0.00005860444,0.923701,0.0000308525,0.00007932377,0.0003337526,0.001854301,0.0002262816,0.0001515431,0.000185767,0.07151816,0.0005317777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671188,0.02737973,0.000004471141,0.0004981378,0.0003212764,0.0004856836,0.003935292,0.00003651215,0.0002200648],"genre_scores_gemma":[0.9970371,0.000258566,0.000004509563,0.0003044574,0.000006355606,0.0002150385,0.001561549,0.00003262949,0.0005798585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04569438,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007940540002393165,"score_gpt":0.1972411198882665,"score_spread":0.1893005798858733,"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."}}