{"id":"W4385584224","doi":"10.1002/mdc3.13856","title":"Utility of Neurophysiological Evaluation in Movement Disorders Clinical Practice","year":2023,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Movement disorders; Myoclonus; Essential tremor; Medical diagnosis; Medicine; Referral; Physical medicine and rehabilitation; Neurophysiology; Psychology; Physical therapy; Psychiatry; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02083135,0.000411873,0.000494323,0.00577216,0.0002993814,0.002208974,0.001174596,0.0009431434,0.001590855],"category_scores_gemma":[0.1178815,0.0001999471,0.0002542548,0.003277929,0.0009449891,0.002300949,0.001376413,0.0006406374,0.0005428173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112252,"about_ca_system_score_gemma":0.001865838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002019679,"about_ca_topic_score_gemma":0.0024169,"domain_scores_codex":[0.9770422,0.0142744,0.003538413,0.0009460681,0.003750695,0.0004482139],"domain_scores_gemma":[0.8421549,0.1012713,0.02647679,0.003836724,0.02319764,0.003062695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002091043,0.00007673219,0.8854298,0.000804288,0.0000756759,0.0006680614,0.0005873145,0.0004801094,0.0004641058,0.0001584805,0.0017101,0.1093363],"study_design_scores_gemma":[0.00005170691,0.0005871105,0.9736744,0.003656009,0.0001264717,0.00599934,0.002841149,0.00341623,0.0006898434,0.001355313,0.007541152,0.00006130605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911701,0.06712335,0.007282148,0.007834002,0.0006935079,0.000552884,0.00105123,0.0001980438,0.02409476],"genre_scores_gemma":[0.9893247,0.005782681,0.003981019,0.0003363379,0.0001745172,0.00007266174,0.0001858132,0.0000105352,0.0001317233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02083135,"threshold_uncertainty_score":0.110168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228057817312278,"score_gpt":0.4715403898231963,"score_spread":0.3487346080919685,"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."}}