{"id":"W2587384934","doi":"10.1371/journal.pone.0171731","title":"Antibody responses to Borrelia burgdorferi detected by western blot vary geographically in Canada","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Université de Montréal; Public Health Agency of Canada","funders":"","keywords":"Serology; Concordance; Borrelia burgdorferi; Logistic regression; Veterinary medicine; Kappa; Biology; Medicine; Antibody; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001124687,0.0002091895,0.000369142,0.0001506633,0.0003296314,0.00004523537,0.0004988387,0.0001544656,0.0002994204],"category_scores_gemma":[0.0007098754,0.0002159179,0.00004603036,0.0001179132,0.0001217996,0.00009402743,0.0001823719,0.0002966172,0.0002039871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384453,"about_ca_system_score_gemma":0.0005208557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7298664,"about_ca_topic_score_gemma":0.8085671,"domain_scores_codex":[0.9985631,0.0001885839,0.0002803523,0.000391804,0.00008225651,0.0004939404],"domain_scores_gemma":[0.9987569,0.0001848897,0.0001220404,0.0007509316,0.000100665,0.00008460166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002934952,0.0004439336,0.5439423,0.00001242529,0.0001980999,0.0000381688,0.00002247548,2.883294e-7,0.4543646,0.000001942463,0.0005511487,0.0001311635],"study_design_scores_gemma":[0.0008450612,0.0002333508,0.9375479,0.0001227821,0.00008796604,0.00001002522,0.00001559912,0.000001663124,0.05989025,0.00001206713,0.0009683735,0.0002650209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973127,0.0008580693,0.00001060201,0.000735893,0.0002140235,0.000345775,0.0002815388,0.00009063187,0.0001507415],"genre_scores_gemma":[0.9984377,0.00008745735,0.00002384478,0.0005087629,0.00002503599,0.00005550246,0.0001268128,0.00002883754,0.0007060642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3944743,"threshold_uncertainty_score":0.8804874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638569010720249,"score_gpt":0.2379737251506619,"score_spread":0.2215880350434594,"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."}}