{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007561892,0.0002749875,0.0004531482,0.00009929084,0.0001377422,0.0000327975,0.0001448906,0.0001407171,0.0005687019],"category_scores_gemma":[0.01124808,0.0002237173,0.0001729335,0.0002927083,0.0001126827,0.0002287192,0.0001862274,0.0002803967,0.0003669492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115879,"about_ca_system_score_gemma":0.00007487484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003082074,"about_ca_topic_score_gemma":0.0003152058,"domain_scores_codex":[0.9971703,0.0002889218,0.0007921343,0.0008155999,0.0004654077,0.000467596],"domain_scores_gemma":[0.9969219,0.001650921,0.0002237851,0.0005903392,0.0001074513,0.0005055919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004200798,0.005969709,0.9748285,0.0000246179,0.0001586868,0.00007435047,0.00005790364,0.00005126676,0.0003127478,0.0004952215,0.002550186,0.01127597],"study_design_scores_gemma":[0.00597726,0.004254948,0.93986,0.00002033209,0.0001946424,2.028746e-7,0.00005802605,0.001570253,0.000007582056,0.0207926,0.02701583,0.0002482589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068101,0.0001920468,0.003970022,0.07600439,0.0008045008,0.003040427,0.00003179428,0.0001100307,0.009036673],"genre_scores_gemma":[0.8417668,0.0001286301,0.008665113,0.1463715,0.0001611252,0.0002328199,0.00005106632,0.00004587708,0.002577052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07036708,"threshold_uncertainty_score":0.9970806,"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."}}