{"id":"W4212961349","doi":"10.1155/2007/495108","title":"The Laboratory Diagnosis of Lyme Borreliosis: Guidelines from the Canadian Public Health Laboratory Network","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lyme borreliosis; Lyme disease; Public health; Medicine; LYME; Medical laboratory; Family medicine; Borrelia burgdorferi; Immunology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001124039,0.0002850689,0.0005851397,0.0002195999,0.001496017,0.00008651038,0.0005461981,0.0004060078,0.0005898178],"category_scores_gemma":[0.002806312,0.0001794478,0.0002098422,0.0004731126,0.001789692,0.00009171243,0.00004629043,0.0005873876,0.00002340055],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004360313,"about_ca_system_score_gemma":0.01793292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.465217,"about_ca_topic_score_gemma":0.9411747,"domain_scores_codex":[0.9966008,0.001023504,0.00104338,0.0002667934,0.0000733317,0.0009921612],"domain_scores_gemma":[0.9958873,0.001134005,0.0006577696,0.0003403713,0.0009918642,0.0009886823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001801145,0.0000631708,0.6256505,0.00001121209,0.00046295,0.00004931972,0.00006330219,0.00001297751,0.0001348541,0.001679005,0.3675908,0.004263886],"study_design_scores_gemma":[0.001095001,0.0003063768,0.1971622,0.0001584694,0.0001588427,0.0002667966,0.0001697321,0.000001066078,0.00005417069,0.0006227761,0.7997872,0.0002173046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6179786,0.3388558,0.00002170782,0.03499631,0.004097376,0.0003173178,0.003592396,0.00003119136,0.0001093554],"genre_scores_gemma":[0.986108,0.00366819,0.000005933232,0.009141968,0.000839126,0.00002614416,0.0001550553,0.0000285726,0.00002703165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4759577,"threshold_uncertainty_score":0.9998039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009392492915864064,"score_gpt":0.2321151419430116,"score_spread":0.2227226490271476,"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."}}