{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003510898,0.0003117764,0.0004153272,0.00006689948,0.0005854174,0.00003653642,0.0005766754,0.00009948217,0.0003171935],"category_scores_gemma":[0.004923245,0.0003236562,0.0001791468,0.0001712484,0.0002506624,0.0001037287,0.0002229311,0.0002333094,0.0000394764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126078,"about_ca_system_score_gemma":0.004474066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06142848,"about_ca_topic_score_gemma":0.1198214,"domain_scores_codex":[0.9979838,0.000332555,0.0005143096,0.0004473971,0.000113339,0.0006086572],"domain_scores_gemma":[0.9955758,0.001055698,0.0002611303,0.002232628,0.0003936464,0.0004810923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006265733,0.0009061317,0.3554736,0.0003683026,0.0007323319,0.001143042,0.00002620611,0.0003411752,0.001032817,0.006535838,0.6312097,0.001604278],"study_design_scores_gemma":[0.0009673248,0.00004161282,0.120269,0.00006733588,0.0004028771,0.00003125264,0.00003311796,0.00006783015,0.0003393244,0.0004931542,0.8768234,0.0004637718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8969442,0.07563461,0.001281204,0.004733668,0.005644257,0.00284136,0.00577555,0.001000728,0.006144379],"genre_scores_gemma":[0.9937201,0.0002199736,0.0000383953,0.001906562,0.00009223169,0.0003920167,0.001872936,0.00006521688,0.001692609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2456137,"threshold_uncertainty_score":0.9999216,"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."}}