{"id":"W2041554374","doi":"10.1191/1352458505ms1168oa","title":"Severity of chronic pain and its relationship to quality of life in multiple sclerosis","year":2005,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Society of Canada","keywords":"Medicine; Chronic pain; Depression (economics); Quality of life (healthcare); Multiple sclerosis; McGill Pain Questionnaire; Physical therapy; Anxiety; Osteoarthritis; Rheumatoid arthritis; Internal medicine; Pain catastrophizing; Visual analogue scale; Psychiatry; Alternative medicine; Pathology","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":[0.002236824,0.0001990005,0.0003203838,0.0009701129,0.0002123319,0.0005397764,0.0001845349,0.0002753741,0.002106464],"category_scores_gemma":[0.009858817,0.0001103804,0.0002793185,0.0009648748,0.0002936286,0.0002745287,0.0005490753,0.0003809675,0.0001245501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373554,"about_ca_system_score_gemma":0.0002561747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043246,"about_ca_topic_score_gemma":0.001246434,"domain_scores_codex":[0.9985555,0.0006917322,0.0002371543,0.00008124377,0.000364797,0.00006959747],"domain_scores_gemma":[0.9922408,0.002583477,0.003975829,0.000128727,0.0006123715,0.0004588813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001736329,0.00008230752,0.9912026,0.0001670629,0.0002060609,0.00002789958,0.000153766,0.00005399301,0.0001498638,0.00001906376,0.0001131235,0.007650691],"study_design_scores_gemma":[0.00001412521,0.0002375875,0.9991365,0.00004420746,0.00003850574,0.0001406683,0.00008812252,0.00006649756,0.0000409521,0.00002537742,0.0001644158,0.000003048471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942557,0.004516816,0.0001245924,0.0001954482,0.00001382703,0.00002918295,0.000259848,0.000002849028,0.0006016457],"genre_scores_gemma":[0.9989051,0.0006373015,0.0001802096,0.00003276515,0.00002088119,0.00002107091,0.0001426396,6.47759e-7,0.0000595819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002236824,"threshold_uncertainty_score":0.01182961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2403712403511937,"score_gpt":0.3494604324301012,"score_spread":0.1090891920789075,"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."}}