{"id":"W4408575766","doi":"10.1002/mdc3.70042","title":"Clinical and Imaging Correlates of Medication Reduction in Globus Pallidus Stimulation for Parkinson's Disease","year":2025,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Deep brain stimulation; Globus pallidus; Levodopa; Stimulation; Parkinson's disease; Medicine; Reduction (mathematics); Anesthesia; Disease; Internal medicine; Psychology; Basal ganglia","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":[],"consensus_categories":[],"category_scores_codex":[0.001249167,0.0001402971,0.0003738632,0.00009262424,0.00005996575,0.00001329766,0.00005914475,0.0001112864,0.00001815974],"category_scores_gemma":[0.00676113,0.0001214399,0.0001475548,0.0001935133,0.0002364953,0.0001873252,0.00005126228,0.0002592478,0.000002362918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002309878,"about_ca_system_score_gemma":0.00009224363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005834151,"about_ca_topic_score_gemma":0.0000115288,"domain_scores_codex":[0.9978209,0.0002493057,0.001051374,0.0004927242,0.0002083466,0.0001773636],"domain_scores_gemma":[0.9969845,0.002189327,0.0003354131,0.0002459761,0.0001115166,0.0001332192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003228972,0.00282234,0.8373423,0.00007622002,0.00009527287,0.000005745192,0.00001444128,0.00003756032,0.000006512103,0.001217737,0.001037532,0.1541154],"study_design_scores_gemma":[0.007281036,0.0005234274,0.9254308,0.00009995313,0.0004934355,1.856114e-7,0.0001599031,0.008502649,0.000002330466,0.05113533,0.006283523,0.00008743557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299297,0.002912979,0.007403636,0.05455013,0.000846837,0.002387179,0.00001396043,0.00005240959,0.001903139],"genre_scores_gemma":[0.9880762,0.004251364,0.001932066,0.005424338,0.00004127255,0.00008847347,0.00005939269,0.00001085379,0.000116051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.154028,"threshold_uncertainty_score":0.8094192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347556131605664,"score_gpt":0.4130341937649957,"score_spread":0.3782785806044293,"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."}}