{"id":"W2980645745","doi":"","title":"Medically unexplained physical symptoms (MUPS) among adults in Canada: Comorbidity, health care use and employment.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Fibromyalgia; Comorbidity; Medicine; Mental health; National Comorbidity Survey; Population; Health care; Gerontology; Psychiatry; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003190676,0.0002395982,0.0003345572,0.001653166,0.001520723,0.0007294713,0.0006030397,0.0003290012,0.002193709],"category_scores_gemma":[0.001464796,0.000206529,0.0005196285,0.004981587,0.0002639254,0.0003851099,0.0008479709,0.0006173786,0.0002084543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00960653,"about_ca_system_score_gemma":0.01466376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9819155,"about_ca_topic_score_gemma":0.9894901,"domain_scores_codex":[0.9994034,0.00002665302,0.00005864798,0.0000589192,0.0002853923,0.000167109],"domain_scores_gemma":[0.9990399,0.00003749687,0.0003128295,0.00001615356,0.0003087648,0.000284743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002907094,0.00002825324,0.9901883,0.00009812351,0.00005114186,0.00004940595,0.0002270394,0.00003990479,0.00004049773,0.00004468596,0.002607098,0.006596377],"study_design_scores_gemma":[0.000002086239,0.000006591105,0.9991565,0.00004378854,0.00001283463,0.00003701094,0.0002326393,0.00005970042,0.000008301164,0.00000937601,0.0004277826,0.000003350722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949432,0.006555605,0.0001388169,0.001192362,0.00004467117,0.0001330297,0.03620706,0.00002616329,0.00627022],"genre_scores_gemma":[0.9888232,0.00271191,0.0002039465,0.0001902113,0.00001969665,0.00003789984,0.007344845,0.000002722612,0.0006654658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01808453,"threshold_uncertainty_score":0.06970054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772657740081468,"score_gpt":0.2785328222166199,"score_spread":0.2508062448158052,"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."}}