{"id":"W2885004790","doi":"10.1002/mdc3.12658","title":"Deep Brain Stimulation at Variable Frequency to Improve Motor Outcomes in Parkinson's Disease","year":2018,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"National Key Research and Development Program of China; Parkinsonfonden; National Natural Science Foundation of China; American Brain Foundation; Dystonia Coalition; Tsinghua University; Bachmann-Strauss Dystonia and Parkinson Foundation; Vanderbilt University; National Organization for Rare Disorders; National Parkinson Foundation; University of Florida Foundation; Parkinson Alliance; National Institutes of Health; University of Florida; Michael J. Fox Foundation for Parkinson's Research","keywords":"Deep brain stimulation; Parkinson's disease; Physical medicine and rehabilitation; Motor symptoms; Medicine; Gait; Movement disorders; Dystonia; Psychology; Disease; Physical therapy; Internal medicine; Psychiatry","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":[0.0001894491,0.0001814364,0.0002786971,0.00009904519,0.00006927486,0.0001179616,0.0001492399,0.0001389352,0.000985234],"category_scores_gemma":[0.0001850416,0.00003281442,0.0001536701,0.00007097823,0.0001313762,0.00008750483,0.0001276495,0.0002091103,0.00005018463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001548333,"about_ca_system_score_gemma":0.0001286847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003438269,"about_ca_topic_score_gemma":0.001200284,"domain_scores_codex":[0.9999578,0.00001226971,0.00000609342,0.000007914688,0.000008309953,0.000007588484],"domain_scores_gemma":[0.9999552,0.00001453217,0.00001345582,0.000002942326,0.000005013684,0.000008913036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03902924,0.006381261,0.02698895,0.002131124,0.0007758695,0.0003980646,0.0002290493,0.002854905,0.1889586,0.0003403299,0.00206252,0.7298501],"study_design_scores_gemma":[0.0193506,0.2559317,0.639513,0.0007392732,0.001427847,0.00329079,0.0003079473,0.009524299,0.05875663,0.002204017,0.008892302,0.00006168067],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951411,0.003218902,0.0006439366,0.00008071627,0.00002306322,0.00004780516,0.00005767349,0.00002399085,0.0007627959],"genre_scores_gemma":[0.9981995,0.0007238024,0.0007492509,0.0000574519,0.00001052516,0.00002949428,0.00005841667,0.00000155041,0.0001701041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000985234,"threshold_uncertainty_score":0.003295958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012630625249169,"score_gpt":0.3716099655910568,"score_spread":0.3414836593385651,"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."}}