{"id":"W4388487843","doi":"10.1371/journal.pone.0291382","title":"Profiling disease burden and Borrelia seroprevalence in Canadians with complex and chronic illness","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network; Upper River Valley Hospital; Mount Allison University; University of Guelph","funders":"Mount Allison University","keywords":"Lyme disease; Medicine; Seroprevalence; Borrelia; Borrelia burgdorferi; Serology; Immunology; Neuroborreliosis; Fibromyalgia; Asymptomatic; LYME; Cohort; Disease; Internal medicine; Antibody","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0004960272,0.000317245,0.0002585141,0.001401436,0.002294882,0.0006859975,0.0006557314,0.0003356733,0.001998968],"category_scores_gemma":[0.00152038,0.0002383969,0.0003299375,0.002550459,0.0004779965,0.0002256976,0.000701145,0.0003560642,0.0001999856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009308974,"about_ca_system_score_gemma":0.008861956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841713,"about_ca_topic_score_gemma":0.9876859,"domain_scores_codex":[0.9994386,0.00004512122,0.0000286977,0.00008125229,0.0002010229,0.0002053674],"domain_scores_gemma":[0.999049,0.00004449084,0.00017837,0.00002797529,0.0004534916,0.0002466511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004559462,0.00001742429,0.9959667,0.00001974421,0.00001728652,0.00005278618,0.0005956937,0.00003773048,0.0002635757,0.00003865527,0.0004257182,0.002519043],"study_design_scores_gemma":[0.000003405029,0.0000208374,0.9982885,0.0000143061,0.000008776567,0.00005789668,0.0009088074,0.0001153165,0.00003077125,0.0000104435,0.0005355022,0.000005459669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965736,0.0002765162,0.00006938141,0.0001579057,0.000004762132,0.00002875024,0.001416505,0.000004967953,0.001467702],"genre_scores_gemma":[0.9984637,0.0002328155,0.0001798071,0.00007237024,0.000004142287,0.00001177213,0.0006615834,0.000002076502,0.0003717782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01582867,"threshold_uncertainty_score":0.06754166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04756210596706073,"score_gpt":0.2747859561276457,"score_spread":0.227223850160585,"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."}}