{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005849973,0.0003623391,0.001221859,0.0007281701,0.0002903146,0.0000441178,0.0003100682,0.000221082,0.0001605005],"category_scores_gemma":[0.02405809,0.0003323674,0.0002926004,0.0009038849,0.0002570082,0.0003961336,0.0002901207,0.000911753,0.00002127928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005640366,"about_ca_system_score_gemma":0.0003650488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005403085,"about_ca_topic_score_gemma":0.002728081,"domain_scores_codex":[0.994622,0.001005325,0.00192884,0.0005056177,0.00117996,0.0007582369],"domain_scores_gemma":[0.9948657,0.002523865,0.0006128725,0.0004794576,0.0007213236,0.0007967947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007376894,0.0006718267,0.8032073,0.0003635448,0.0001152646,0.000001183909,0.00117819,0.0006553927,0.1613162,0.00001502527,0.0005541314,0.03118425],"study_design_scores_gemma":[0.007755561,0.0005277974,0.9683512,0.001381519,0.00003205896,0.000006190824,0.0004729714,0.0126401,0.008317756,0.00001037653,0.0002290555,0.0002753928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923987,0.002939471,0.0005354345,0.002829145,0.00009631852,0.0009824251,0.00009579085,0.00003517892,0.00008754305],"genre_scores_gemma":[0.992012,0.001704171,0.005491813,0.0002691056,0.0003524444,0.00005963324,0.000008382032,0.00004761507,0.00005483148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1651439,"threshold_uncertainty_score":0.9999129,"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."}}