{"id":"W2984778857","doi":"10.1186/s13075-019-2013-9","title":"Fatigue severity in anti-nuclear antibody-positive individuals does not correlate with pro-inflammatory cytokine levels or predict imminent progression to symptomatic disease","year":2019,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Lakeridge Health; SickKids Foundation; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; University of Toronto; Arthritis Society; University Health Network","keywords":"Fibromyalgia; Medicine; Internal medicine; Rheumatology; Disease; Chronic fatigue syndrome; Anti-nuclear antibody; Physical therapy; Immunology; Autoantibody; Antibody","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001957676,0.0004318286,0.0007947461,0.0007805998,0.0002800607,0.0001838671,0.0004798012,0.0002014445,0.001424175],"category_scores_gemma":[0.0002711828,0.0002681081,0.0001234284,0.001186022,0.00048041,0.0004528916,0.0003004756,0.001156977,0.000424392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000381319,"about_ca_system_score_gemma":0.001283011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001521656,"about_ca_topic_score_gemma":0.00002611369,"domain_scores_codex":[0.9932128,0.0007718243,0.0006489026,0.0009944675,0.002869755,0.001502219],"domain_scores_gemma":[0.9970496,0.0003874492,0.0001103403,0.0009903184,0.000509196,0.0009530913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01732126,0.003228514,0.6593685,0.004683989,0.0007526872,0.006451368,0.007631443,0.00007024217,0.2128362,0.000400333,0.001150173,0.08610523],"study_design_scores_gemma":[0.01126739,0.007293417,0.9507044,0.01635133,0.00001324486,0.0001825133,0.000659695,0.001047235,0.01078576,0.00006807576,0.001099594,0.0005273725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884868,0.0007518612,0.00002091855,0.003155415,0.0000862862,0.006934111,0.0001949273,0.0001344247,0.0002353094],"genre_scores_gemma":[0.9951624,0.00246981,0.0005933724,0.00007705555,0.00005829892,0.0004174655,0.0001308223,0.0001256533,0.0009650846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2913359,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03517700341851646,"score_gpt":0.3580877792235539,"score_spread":0.3229107758050375,"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."}}