{"id":"W4406487585","doi":"10.1186/s12883-025-04030-w","title":"Changes in sensor recorded activity patterns and neuropsychiatric symptoms after deep brain stimulation for Parkinson’s disease: 5 case reports","year":2025,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Parkinson Schweiz; Parkinson Vereniging; Inselspital, Universitätsspital Bern","keywords":"Deep brain stimulation; Neurochemistry; Medicine; Neurology; Parkinson's disease; Neurosurgery; Disease; Neuroscience; Stimulation; Physical medicine and rehabilitation; Psychiatry; Internal medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008178374,0.0001809013,0.0002901905,0.000208548,0.0000528038,0.00001108941,0.00002044168,0.0001062568,0.00002364432],"category_scores_gemma":[0.0002597694,0.0001552755,0.00006534565,0.0001658953,0.00003755049,0.00003212241,0.00004725095,0.0001495525,9.79118e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001064102,"about_ca_system_score_gemma":0.00002913604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000492926,"about_ca_topic_score_gemma":0.00194793,"domain_scores_codex":[0.9986811,0.0001720576,0.0002030628,0.0006021733,0.00006763459,0.0002739782],"domain_scores_gemma":[0.9991032,0.0004010373,0.00008427565,0.0002758154,0.00002412173,0.0001114936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003960189,0.0003540936,0.9686326,0.0001456336,0.00001568907,0.01808207,0.00001477114,0.00002313607,0.0000586504,0.000006323919,0.00006866431,0.008638227],"study_design_scores_gemma":[0.002352893,0.001027564,0.9917023,0.000009628217,0.0001161832,0.0009035939,0.000002033812,0.002390064,0.00001047179,0.0007086501,0.0006817328,0.00009493994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893607,0.0001720566,0.0005313681,0.008320931,0.0003317465,0.00118859,0.0000214496,0.00005079104,0.00002236061],"genre_scores_gemma":[0.990977,0.00004642918,0.00008892088,0.008327033,0.00005146046,0.0003319961,0.00001615271,0.00001911587,0.0001418927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02306969,"threshold_uncertainty_score":0.633195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483709294373425,"score_gpt":0.2821604220104862,"score_spread":0.267323329066752,"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."}}