{"id":"W4384831665","doi":"10.1177/20552173231188469","title":"Pain and participation in social activities in people with relapsing remitting and progressive multiple sclerosis","year":2023,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal - Experimental Translational and Clinical","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; St. Michael's Hospital; University of Calgary; University of Manitoba","funders":"Canadian Institutes of Health Research; Institute of Musculoskeletal Health and Arthritis; Takeda Canada; Pfizer Canada; Sandoz Canada; Crohn's and Colitis Canada; Arthritis Society; Royal College of Physicians and Surgeons of Canada; Research Nova Scotia; Multiple Sclerosis Society; Research Manitoba; Mylan; Biogen; Janssen Canada; Amgen Canada; U.S. Department of Defense; Government of Alberta; AbbVie Canada; Multiple Sclerosis Society of Canada; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Multiple sclerosis; Relapsing remitting; Physical therapy; Medicine; McGill Pain Questionnaire; Expanded Disability Status Scale; Mood; Psychology; Clinical psychology; Visual analogue scale; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.002164317,0.0002670914,0.0006054723,0.0003158163,0.0005672796,0.0001364626,0.00005936407,0.0001682254,0.00002250018],"category_scores_gemma":[0.0007555248,0.000221938,0.0001013742,0.0004619396,0.000513534,0.0004361827,0.00008376955,0.0007017214,0.000001365246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008869818,"about_ca_system_score_gemma":0.00007648023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008466768,"about_ca_topic_score_gemma":0.0004351206,"domain_scores_codex":[0.9969831,0.0005298466,0.0008671919,0.0005041783,0.0006000701,0.0005155975],"domain_scores_gemma":[0.9971921,0.002192977,0.0001864655,0.00008266795,0.0000741724,0.0002715826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001556769,0.0005267301,0.9388393,0.00005859444,0.00009030251,0.0000193943,0.005939255,0.00002961932,0.01678192,0.00001591377,0.00003373653,0.03610849],"study_design_scores_gemma":[0.01021679,0.0006219382,0.9635158,0.00102417,0.00002939728,0.00002533308,0.006542589,0.01695017,0.0007803329,0.00004607889,0.00001800208,0.0002294634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953299,0.001383168,0.00005817441,0.00247522,0.00005789889,0.0005994138,0.00001832017,0.00004282521,0.00003506116],"genre_scores_gemma":[0.9962645,0.001492313,0.001679985,0.0001238188,0.0002452302,0.0001202844,0.00002553895,0.00003501636,0.00001329495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03587903,"threshold_uncertainty_score":0.9050369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178945826980842,"score_gpt":0.4016830283170976,"score_spread":0.2227372013362557,"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."}}