{"id":"W2260819637","doi":"10.3899/jrheum.150926","title":"The Polysymptomatic Distress Scale Is Simple, Useful, and Effective in Clinical Care and Clinical and Epidemiology Studies","year":2016,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Fibromyalgia; Epidemiology; MEDLINE; Family medicine; Distress; Quality of Life Research; Alternative medicine; Psychiatry; Internal medicine; Public health; Clinical psychology; Pathology; Law","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":[0.01669412,0.001012689,0.001840528,0.001486748,0.001826273,0.003184863,0.001528296,0.01098546,0.004666194],"category_scores_gemma":[0.1133526,0.0007312127,0.0007977338,0.001638709,0.002310395,0.003609654,0.001260142,0.01691214,0.004737561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001524792,"about_ca_system_score_gemma":0.002400927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402052,"about_ca_topic_score_gemma":0.003489967,"domain_scores_codex":[0.9858955,0.00761262,0.002772322,0.0008533156,0.002436536,0.0004296631],"domain_scores_gemma":[0.9335219,0.04198477,0.004830054,0.001577257,0.0148821,0.003203963],"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":[0.00006605675,0.00004047418,0.002076985,0.0001476964,0.00003565466,0.0004805826,0.0001636961,0.0000157848,0.00005157583,0.0004837741,0.9722745,0.02416321],"study_design_scores_gemma":[0.000512001,0.0003717105,0.01727138,0.003231745,0.0002141049,0.005658248,0.001145227,0.0007423047,0.0003767695,0.007057795,0.9632012,0.0002175313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007178972,0.006380962,0.0002497524,0.9033909,0.08707736,0.00002520616,0.0001017464,0.00003900408,0.00201716],"genre_scores_gemma":[0.0109609,0.01009954,0.001467864,0.6379164,0.3337412,0.0001349488,0.0001367214,0.0000709622,0.005471543],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01669412,"threshold_uncertainty_score":0.08828807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05250899888636034,"score_gpt":0.418607854411775,"score_spread":0.3660988555254147,"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."}}