{"id":"W2264359950","doi":"10.3899/jrheum.141519","title":"The Use of Polysymptomatic Distress Categories in the Evaluation of Fibromyalgia (FM) and FM Severity","year":2015,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Fibromyalgia; Medicine; Rheumatology; Distress; Severity of illness; Covariate; Internal medicine; Physical therapy; Clinical psychology; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006708965,0.0004437956,0.0003106931,0.003278975,0.0002786161,0.0005210119,0.0004180084,0.0003891911,0.001344478],"category_scores_gemma":[0.01973798,0.0001401112,0.0005678245,0.002475949,0.0005324107,0.0009071819,0.001191058,0.0004826581,0.0001842249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004392295,"about_ca_system_score_gemma":0.0004346009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212279,"about_ca_topic_score_gemma":0.003886032,"domain_scores_codex":[0.9951853,0.002883122,0.0005802735,0.0004322935,0.0007427324,0.0001762757],"domain_scores_gemma":[0.9881378,0.004670851,0.005097053,0.0005188844,0.001110287,0.000465094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002831464,0.0000354864,0.9836384,0.0000886018,0.0001331904,0.0000383963,0.0002319611,0.000352381,0.0003346769,0.0001571049,0.0002815139,0.01442508],"study_design_scores_gemma":[0.00001465665,0.0001579651,0.9982859,0.00002018,0.00002569555,0.0001283474,0.0001431953,0.0007917606,0.00006313552,0.0001264881,0.0002341275,0.000008510599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920673,0.001025939,0.003238524,0.0001509007,0.00003300868,0.0001878484,0.001552918,0.00001634874,0.001727167],"genre_scores_gemma":[0.9963397,0.0001102984,0.002557277,0.00002819012,0.00002679249,0.000123818,0.0007258253,0.000003110137,0.00008493988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006708965,"threshold_uncertainty_score":0.0354808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0912919726441441,"score_gpt":0.3425969799608146,"score_spread":0.2513050073166705,"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."}}