{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006382309,0.000345164,0.0003626317,0.0009737743,0.0002188482,0.0004965007,0.0002150263,0.0003309945,0.002305737],"category_scores_gemma":[0.00363277,0.0001259774,0.0003920676,0.00084583,0.0004153293,0.0002553358,0.0005293685,0.0003187775,0.0001199812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004214415,"about_ca_system_score_gemma":0.0003358395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739645,"about_ca_topic_score_gemma":0.005865152,"domain_scores_codex":[0.9996334,0.0001130092,0.00005365429,0.00004962636,0.00008937645,0.00006092248],"domain_scores_gemma":[0.9977096,0.000734507,0.001194828,0.00005471623,0.0001557676,0.0001504717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009477857,0.00003377488,0.9933165,0.0001178134,0.0001068523,0.0001118037,0.0001249755,0.0001001076,0.0004280595,0.00002096714,0.000033218,0.005511011],"study_design_scores_gemma":[0.000002126411,0.0000400655,0.9995713,0.00002083872,0.00002299689,0.0001672527,0.00004037993,0.00004485425,0.00002605605,0.00001651204,0.00004573446,0.000001760592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965102,0.002254909,0.0001551447,0.00006790295,0.000004212085,0.00001912991,0.0002377122,0.000002136236,0.0007487887],"genre_scores_gemma":[0.9989731,0.0006325304,0.0001162238,0.00001829823,0.000007538044,0.00001042381,0.0001828608,8.957724e-7,0.00005820382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002739645,"threshold_uncertainty_score":0.007713497,"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."}}