{"id":"W7116783849","doi":"10.1002/mds.70163","title":"Transforming Pediatric Movement Disorders Assessment: From Expert Consensus to Collaborative Approaches","year":2025,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Dystonia Medical Research Foundation Canada; Canadian Institutes of Health Research; Parkinson Canada; Department of Health and Social Care; Fondation pour la Recherche Médicale; University of Oxford; University of Calgary; Tourette Association of America; Agence Nationale de la Recherche; Medical Research Council; International Parkinson and Movement Disorder Society; Amadys; Alberta Health Services; Merz Pharmaceuticals; National Institute for Health and Care Research; Teva Pharmaceutical Industries","keywords":"MEDLINE; Movement disorders; Movement (music); Patient privacy; Data sharing","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":[0.436101,0.001079775,0.002523775,0.01471146,0.005490948,0.0122523,0.009721735,0.003592387,0.006331501],"category_scores_gemma":[0.4993459,0.001591355,0.001834845,0.007072289,0.00579681,0.01170576,0.03445169,0.01094158,0.00374212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009659235,"about_ca_system_score_gemma":0.05865894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027212,"about_ca_topic_score_gemma":0.01684238,"domain_scores_codex":[0.4868097,0.3902725,0.04567588,0.0157632,0.05497448,0.00650432],"domain_scores_gemma":[0.4861474,0.2023206,0.02246866,0.04984523,0.2184701,0.02074798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000324091,0.0006592718,0.012759,0.003114398,0.0004195277,0.001014183,0.06246506,0.001832209,0.001248106,0.02786436,0.1372338,0.7510659],"study_design_scores_gemma":[0.0008432002,0.0007143877,0.0256559,0.03201976,0.0006287919,0.002221844,0.1621074,0.01912918,0.004206706,0.2945325,0.4570292,0.0009110197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05131827,0.01050414,0.6225486,0.2293417,0.01031651,0.01388685,0.00156666,0.001879782,0.05863747],"genre_scores_gemma":[0.3832575,0.007473783,0.5623291,0.01889296,0.002497912,0.01596753,0.002414587,0.0009994867,0.006167141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.436101,"threshold_uncertainty_score":0.6953878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857739489175142,"score_gpt":0.2845983798556403,"score_spread":0.2660209849638889,"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."}}