{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000651643,0.0003098765,0.0005388115,0.0001371271,0.0004727488,0.00003413395,0.0007304968,0.00007660616,0.0005262372],"category_scores_gemma":[0.003806401,0.0003202352,0.0002180407,0.0003068651,0.0001960305,0.0001082818,0.0005380138,0.0003565646,0.00002247724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002818177,"about_ca_system_score_gemma":0.002910735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3087682,"about_ca_topic_score_gemma":0.1767645,"domain_scores_codex":[0.9974183,0.0005645672,0.0007566877,0.0005024749,0.0002125821,0.0005453797],"domain_scores_gemma":[0.9950702,0.0007847359,0.000512949,0.002744098,0.0003124724,0.0005755718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000842029,0.0004368392,0.9792791,0.00008057992,0.0003206637,0.0003517618,0.00001179717,0.0009011237,0.002741869,0.000279929,0.0143395,0.001172641],"study_design_scores_gemma":[0.0006146787,0.00005904627,0.9360326,0.0001355483,0.0004265895,0.00004434196,0.0000539123,0.0001715915,0.0002603896,0.0001004139,0.06175163,0.0003492951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881151,0.003233259,0.001635483,0.000554457,0.0006016411,0.000664278,0.0009119115,0.0001768725,0.004107023],"genre_scores_gemma":[0.9975834,0.00005489046,0.0001892589,0.0005192239,0.00003346735,0.0001251913,0.0005689861,0.00004741407,0.0008781909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1320038,"threshold_uncertainty_score":0.999925,"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."}}