{"id":"W3144982130","doi":"10.1089/vbz.2020.2743","title":"Passive Tick Surveillance and Detection of <i>Borrelia</i> Species in Ticks from British Columbia, Canada: 2002–2018","year":2021,"lang":"en","type":"article","venue":"Vector-Borne and Zoonotic Diseases","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Borrelia burgdorferi; Tick; Lyme disease; Rhipicephalus sanguineus; Biology; Ixodes; Veterinary medicine; Acari; Ixodidae; Zoology; Ecology; Virology; Medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004949369,0.0002028248,0.0005339243,0.0000497887,0.0001554618,0.0001059886,0.0001000837,0.0001473657,0.001173204],"category_scores_gemma":[0.0004937875,0.0002860331,0.00007207689,0.0002617527,0.0004067108,0.0001168606,0.0001116157,0.0001719438,0.00001293111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145959,"about_ca_system_score_gemma":0.0005807096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7560096,"about_ca_topic_score_gemma":0.9698375,"domain_scores_codex":[0.998361,0.0002194087,0.000405242,0.0005489872,0.00008379223,0.0003815926],"domain_scores_gemma":[0.9988517,0.0004380434,0.0001554388,0.0002934397,0.0001570644,0.0001043512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001304522,0.0005766778,0.9395177,0.0001651847,0.0004476178,0.0003499181,0.00009109562,0.00001168748,0.02566506,0.00007233006,0.02291446,0.01005781],"study_design_scores_gemma":[0.001340213,0.0001031962,0.9880275,0.0001028684,0.0001429276,0.00005743125,0.0002809334,0.000006925228,0.004033683,0.0001596436,0.00543639,0.0003083328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696352,0.02723105,0.00001725522,0.0002071229,0.0007102471,0.0001949668,0.001699288,0.00004818235,0.0002566208],"genre_scores_gemma":[0.9975938,0.0008417057,0.000007163523,0.000203483,0.00007607657,0.00002627021,0.0001860607,0.000025582,0.001039812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2138278,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005085744551753258,"score_gpt":0.1788412569055177,"score_spread":0.1737555123537644,"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."}}