{"id":"W4403689997","doi":"10.1002/mdc3.14235","title":"External Factors Modulating Pain and Pain‐Related Functional Impairment in Cervical Dystonia","year":2024,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; University of British Columbia; University Health Network; Hotchkiss Brain Institute; University of Calgary","funders":"Dystonia Coalition; Economic and Social Research Council; National Institutes of Health; Dystonia Medical Research Foundation; European Commission; University College London; University of Cyprus; Innovative Medicines Initiative; Parkinson Canada; H. Lundbeck A/S; American Academy of Neurology; Sunovion; Pfizer; Biogen; Britannia Pharmaceuticals; Benign Essential Blepharospasm Research Foundation; Allergan; International Parkinson and Movement Disorder Society; Alexion Pharmaceuticals; University of Oxford; Parkinson's UK; Ipsen; Jazz Pharmaceuticals; Merz Pharmaceuticals; National Institute for Health and Care Research; National Center for Advancing Translational Sciences; Medical Research Council; Teva Pharmaceutical Industries; Parkinson's Foundation; National Institute of Neurological Disorders and Stroke; University of Cambridge; Boston Scientific Corporation; Revance","keywords":"Medicine; Quality of life (healthcare); Dystonia; Cervical dystonia; Physical therapy; Pain catastrophizing; Chronic pain; Functional impairment; Severity of illness; Physical medicine and rehabilitation; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005069823,0.0003212216,0.0004555817,0.0001558282,0.000115355,0.00008326647,0.00009202697,0.0004481231,0.0006545194],"category_scores_gemma":[0.004318678,0.0002428652,0.0002666849,0.000432516,0.000214876,0.0002829473,0.0001173356,0.001710825,0.00005273972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008087251,"about_ca_system_score_gemma":0.00008939969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051196,"about_ca_topic_score_gemma":0.00002470566,"domain_scores_codex":[0.99564,0.001295481,0.001200784,0.0008292985,0.0005560172,0.0004783934],"domain_scores_gemma":[0.993373,0.005871697,0.0001504207,0.0002479286,0.00004546984,0.0003115121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002036053,0.006426718,0.6811867,0.0004862618,0.0008722466,0.0008466368,0.0007548805,0.001262025,0.0004258999,0.003967371,0.004932139,0.2968031],"study_design_scores_gemma":[0.004099504,0.003870821,0.8102659,0.0003931814,0.0002887504,0.00001788079,0.001293305,0.1418017,0.000004484764,0.02058078,0.01692424,0.0004594628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311972,0.003294626,0.007265541,0.05261851,0.0009725252,0.001113752,0.000005425371,0.0003309333,0.003201551],"genre_scores_gemma":[0.9782455,0.001389216,0.0007695059,0.01890189,0.0000866277,0.0000330709,0.00003005345,0.00004520857,0.0004989234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2963436,"threshold_uncertainty_score":0.9903756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007235472156094,"score_gpt":0.3373918538389729,"score_spread":0.307319499117412,"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."}}