{"id":"W4375850928","doi":"10.1002/mds.29420","title":"A Unified Framework for Evidence‐Based Diagnostic Criteria Programs in Movement Disorders","year":2023,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"Dystonia Coalition; Genentech; National Institutes of Health; Neurocrine Biosciences; Canadian Institutes of Health Research; Parkinson Canada; Sunovion; Rush University; Cleveland Clinic Foundation; Cleveland Clinic; Biogen; International Parkinson and Movement Disorder Society; University of Oxford; Adamas Pharmaceuticals; CHDI Foundation; Parkinson's Foundation; Pfizer; University of Ottawa; Alzheimer's Association; Michael J. Fox Foundation for Parkinson's Research; U.S. Department of Defense","keywords":"Operationalization; Movement disorders; Parkinsonism; Flexibility (engineering); Diagnostic test; Medicine; Disease; Autonomy; Set (abstract data type); Psychology; Medical physics; Computer science; Pathology; Pediatrics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3470336,0.005172028,0.007761193,0.0297928,0.0069365,0.02213412,0.02180753,0.01805056,0.005843594],"category_scores_gemma":[0.2894024,0.002933187,0.009521401,0.01870328,0.02242824,0.0190381,0.01558579,0.02013512,0.003409879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02805949,"about_ca_system_score_gemma":0.07118837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596536,"about_ca_topic_score_gemma":0.01568227,"domain_scores_codex":[0.6629954,0.2330132,0.05302079,0.01117434,0.03599935,0.003796913],"domain_scores_gemma":[0.6946678,0.211019,0.01795962,0.01292066,0.05786186,0.005571092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001233028,0.0001418288,0.0009055792,0.008604961,0.0004142266,0.0002533348,0.002288935,0.0033975,0.0001616153,0.8383236,0.02392362,0.1214615],"study_design_scores_gemma":[0.0003999277,0.0003590735,0.001227941,0.03275995,0.0006236124,0.0004464853,0.001562426,0.008831709,0.0004388645,0.7696854,0.1834374,0.0002272339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001048393,0.05531805,0.8062415,0.09658167,0.00373652,0.01286125,0.001207856,0.0009504348,0.02205436],"genre_scores_gemma":[0.01151958,0.008697523,0.9579689,0.007067601,0.001031885,0.01225797,0.0006796881,0.0001162951,0.000660505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3470336,"threshold_uncertainty_score":0.8052238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06468069188605664,"score_gpt":0.3379246665336759,"score_spread":0.2732439746476193,"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."}}