{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04824518,0.0004240284,0.0008453489,0.002745978,0.0006043533,0.00131524,0.001071437,0.0006667227,0.001526621],"category_scores_gemma":[0.1246802,0.0002366432,0.0009340704,0.002500691,0.001098101,0.001729037,0.001858586,0.0005804307,0.0003540159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379186,"about_ca_system_score_gemma":0.001032084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239091,"about_ca_topic_score_gemma":0.001909258,"domain_scores_codex":[0.9462318,0.03341993,0.006686548,0.002890706,0.01008731,0.0006836575],"domain_scores_gemma":[0.8611324,0.09292243,0.01221015,0.005707043,0.02684685,0.001181037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002088468,0.0005355038,0.8529923,0.001193636,0.001011822,0.00009264061,0.00412902,0.0006109233,0.001211424,0.001205468,0.001449385,0.1334793],"study_design_scores_gemma":[0.0003081419,0.003526272,0.9824792,0.0007032531,0.0003416158,0.0006052817,0.004105092,0.003217458,0.0008862894,0.0006582052,0.003111121,0.00005812209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834576,0.003718553,0.006476242,0.0001541403,0.0001323929,0.00078122,0.0006823039,0.00003813957,0.004559501],"genre_scores_gemma":[0.9893429,0.0009189447,0.00764736,0.00007000786,0.00003405854,0.0009553153,0.0007363704,0.00001851761,0.0002766241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04824518,"threshold_uncertainty_score":0.2551479,"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."}}