{"id":"W4387907836","doi":"10.1002/mdc3.13909","title":"An Empirical Comparison of Commonly Used Universal Rating Scales for Dystonia","year":2023,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institute on Aging; Parkinsonfonden; Allergan; National Institutes of Health; ACADIA Pharmaceuticals; Acorda Therapeutics; Parkinson Study Group; Cleveland Clinic; Ipsen; Washington University in St. Louis; National Institute of Neurological Disorders and Stroke; Merz Pharmaceuticals; Bundesministerium für Bildung und Forschung; Teva Pharmaceutical Industries; Revance; American Parkinson Disease Association; US WorldMeds; Dystonia Coalition; National Center for Advancing Translational Sciences; Tourette Association of America; Biogen; Restless Legs Syndrome Foundation","keywords":"Dystonia; Rating scale; Psychology; Physical medicine and rehabilitation; Cognitive psychology; Medicine; Neuroscience; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001511427,0.0002280842,0.000712269,0.0001137301,0.0001857907,0.00002299136,0.0002319337,0.0003736041,0.00005823206],"category_scores_gemma":[0.003510902,0.0001887874,0.000347907,0.0005383512,0.0003574611,0.0002383634,0.00008986166,0.0007362277,0.00005169163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002451363,"about_ca_system_score_gemma":0.00009331728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002876214,"about_ca_topic_score_gemma":0.00005662399,"domain_scores_codex":[0.9968611,0.000492131,0.00118722,0.0005503472,0.000485888,0.0004232872],"domain_scores_gemma":[0.9934082,0.005225591,0.0004736666,0.0004579842,0.0001592818,0.0002752504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00966558,0.01931887,0.8073508,0.0003705259,0.001094575,0.0000727176,0.001547266,0.00271674,0.003753667,0.003102479,0.0665549,0.0844519],"study_design_scores_gemma":[0.02911102,0.02749392,0.4967995,0.0001878677,0.001809742,0.000005021361,0.02000247,0.2568038,0.000571941,0.01310702,0.1529704,0.001137327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362618,0.0001802358,0.004852855,0.05353849,0.0004974415,0.001482782,0.00002456142,0.0003578353,0.002803975],"genre_scores_gemma":[0.9866523,0.0003592054,0.003897309,0.00861013,0.00008186523,0.00002928669,0.0001248128,0.00004324112,0.000201902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3105513,"threshold_uncertainty_score":0.7698526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249321124838917,"score_gpt":0.4951334743518822,"score_spread":0.3702013618679905,"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."}}