{"id":"W4362640077","doi":"10.1016/j.neurom.2023.02.044","title":"Connectivity Indicates Behavioral Effects After Subthalamic Nucleus Deep Brain Stimulation in Parkinson’s Disease","year":2023,"lang":"en","type":"article","venue":"Neuromodulation Technology at the Neural Interface","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Subthalamic nucleus; Deep brain stimulation; Parkinson's disease; Neuroscience; Psychology; Medicine; Disease; Stimulation; Internal medicine","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":[0.00007859144,0.0002425952,0.0002699405,0.000362251,0.0001271458,0.0000182042,0.0001510265,0.0001930537,0.00008728854],"category_scores_gemma":[0.0003025208,0.00017715,0.00009345292,0.0008328533,0.0002175595,0.000106882,0.0002290392,0.0004241988,0.0002236272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009308331,"about_ca_system_score_gemma":0.0000100238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001467054,"about_ca_topic_score_gemma":0.00008726188,"domain_scores_codex":[0.9984516,0.0001678295,0.0002605086,0.0005603604,0.0001922651,0.0003674186],"domain_scores_gemma":[0.9990742,0.000288836,0.00009968042,0.0004287674,0.00002659864,0.00008191988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00106766,0.000468171,0.956265,0.00003686697,0.00001989521,0.0008640006,0.000116631,0.002008283,0.0279846,0.00003316678,0.0002583713,0.01087735],"study_design_scores_gemma":[0.001491541,0.0006278692,0.9628794,0.00002465144,0.00005948792,0.00002249541,0.00001271486,0.02585468,0.005972809,0.002773544,0.0001485698,0.0001322533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817871,0.000164714,0.00003728052,0.01613406,0.0002613885,0.001031722,0.00001135953,0.0005541444,0.00001824738],"genre_scores_gemma":[0.9984146,0.0000176554,0.000008801937,0.0009285745,0.00001400024,0.0002260712,0.00003813321,0.00003657712,0.0003155627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0238464,"threshold_uncertainty_score":0.7223966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769194624905286,"score_gpt":0.2967092261069846,"score_spread":0.2790172798579318,"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."}}