{"id":"W2889083399","doi":"10.14745/ccdr.v40i11a02","title":"Laboratory diagnostics for Lyme disease","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Lyme disease; Medicine; LYME; Serology; Disease; Diagnostic test; Standardization; Intensive care medicine; Borrelia burgdorferi; Immunology; Pathology; Pediatrics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006454126,0.001169631,0.001106683,0.005636743,0.001322205,0.003026374,0.002193617,0.001404132,0.008058458],"category_scores_gemma":[0.01248511,0.0003213103,0.0007674617,0.004855051,0.001812652,0.001017062,0.00146738,0.001830741,0.003742925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01116758,"about_ca_system_score_gemma":0.02848525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3044276,"about_ca_topic_score_gemma":0.3460522,"domain_scores_codex":[0.9883918,0.00150825,0.001008318,0.0005933591,0.007651354,0.000846823],"domain_scores_gemma":[0.9781263,0.002601541,0.002303752,0.0005763627,0.0154806,0.0009113926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002568389,0.0001886624,0.08259637,0.01190317,0.0002397169,0.002826532,0.000714582,0.0007980304,0.008381808,0.007720502,0.2343797,0.6499942],"study_design_scores_gemma":[0.00005325149,0.0001996197,0.05439498,0.01344216,0.0003506035,0.00938947,0.0007483123,0.0007685914,0.005950366,0.002358816,0.9122399,0.0001039242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0120652,0.8408039,0.02329492,0.03177888,0.004807275,0.0009980398,0.006544104,0.001479257,0.07822838],"genre_scores_gemma":[0.186779,0.6514881,0.09274625,0.0243133,0.003454308,0.0005098426,0.01323341,0.0002673886,0.02720838],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3044276,"threshold_uncertainty_score":0.6053113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009019852920326275,"score_gpt":0.227850953694741,"score_spread":0.2188311007744148,"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."}}