{"id":"W2888905713","doi":"10.14745/ccdr.v40i05a02","title":"Assessment of a screening test to identify Lyme disease risk","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Lyme disease; Ixodes scapularis; LYME; Public health; Medicine; Sampling (signal processing); Disease; Environmental health; Tick; Immunology; Virology; Borrelia burgdorferi; Internal medicine; Pathology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00209507,0.0005178045,0.0002928991,0.001827877,0.0004154886,0.0005087759,0.000486358,0.0003134159,0.001884583],"category_scores_gemma":[0.006295711,0.0001236259,0.0002164023,0.000754853,0.0003677249,0.0003045552,0.0002202318,0.0002410096,0.0004353788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420527,"about_ca_system_score_gemma":0.001856494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09413945,"about_ca_topic_score_gemma":0.12145,"domain_scores_codex":[0.9988953,0.0002435019,0.00007750529,0.0000842073,0.0005267787,0.0001726319],"domain_scores_gemma":[0.9948879,0.0009221526,0.001051844,0.0001265178,0.002390363,0.0006212462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007882141,0.00007669366,0.9887431,0.00005134165,0.00001688806,0.00009000108,0.0001083547,0.000144037,0.0009393487,0.00001908037,0.0009249151,0.008807427],"study_design_scores_gemma":[0.000009211557,0.0005358152,0.9947601,0.00006175214,0.00003273151,0.0003942397,0.0002576149,0.00136743,0.000941443,0.0000197672,0.001612727,0.000007146735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818702,0.001321511,0.002272567,0.0004185616,0.00004972602,0.0004847208,0.00192546,0.0001388291,0.01151831],"genre_scores_gemma":[0.9964437,0.0002666199,0.002155288,0.00007190705,0.0000115637,0.00005937667,0.0004319664,0.000003396696,0.0005562297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9058605,"threshold_uncertainty_score":0.187183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235952079671592,"score_gpt":0.2836798386493043,"score_spread":0.2713203178525884,"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."}}