{"id":"W4400912147","doi":"10.1089/vbz.2024.0042","title":"Lyme Disease Confirmatory Western Blot Is Redundant for Screen Negative Samples in Low Endemic Areas, British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Vector-Borne and Zoonotic Diseases","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Lyme disease; Western blot; Geography; Biology; Virology; Medicine; Veterinary medicine; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008347033,0.0004971699,0.0003161736,0.001359929,0.003136957,0.001479908,0.001071483,0.0003613616,0.00488183],"category_scores_gemma":[0.003246334,0.0003730425,0.0001638144,0.001545538,0.0008875271,0.000276071,0.0005135013,0.0006546074,0.0006612526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01634285,"about_ca_system_score_gemma":0.02491521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9625582,"about_ca_topic_score_gemma":0.9874021,"domain_scores_codex":[0.9984875,0.0001422855,0.000106871,0.0001929026,0.0006434793,0.0004269292],"domain_scores_gemma":[0.9960614,0.0003411812,0.0003080889,0.00009648257,0.002663148,0.0005296853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004220222,0.000333569,0.9382997,0.0003301158,0.00004353912,0.001932223,0.00149205,0.0002774784,0.008382268,0.0002027458,0.01526716,0.03301716],"study_design_scores_gemma":[0.00003287354,0.0001553387,0.9808606,0.0002246355,0.00004590917,0.0008709688,0.004162723,0.0007174971,0.002411919,0.00006282788,0.01042885,0.00002580857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649143,0.002350735,0.0008727018,0.001617996,0.0001090315,0.0005162093,0.004030263,0.0001731294,0.02541549],"genre_scores_gemma":[0.9887663,0.00101983,0.002202865,0.0008655692,0.00001297034,0.00006983733,0.001815509,0.00002630233,0.005220869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03744179,"threshold_uncertainty_score":0.1185762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018383902200832,"score_gpt":0.2234023058713934,"score_spread":0.2132184668493851,"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."}}