{"id":"W4283523736","doi":"10.1007/s00701-022-05279-7","title":"Subthalamic nucleus deep brain stimulation programming settings do not correlate with Parkinson’s disease severity","year":2022,"lang":"en","type":"article","venue":"Acta Neurochirurgica","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Subthalamic nucleus; Deep brain stimulation; Medicine; Parkinson's disease; Neurology; Neuroradiology; Neurosurgery; Interventional radiology; Stimulation; Neuroscience; Disease; Physical medicine and rehabilitation; Surgery; Pathology; Psychiatry; Internal medicine; Psychology","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":[0.0001947008,0.00027853,0.0002865231,0.0003294349,0.0002141914,0.0004978129,0.0001556461,0.000317921,0.002396099],"category_scores_gemma":[0.001570102,0.00008340317,0.0003388258,0.0002644148,0.000261199,0.0003838553,0.0002145986,0.0003821134,0.0003540336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001955512,"about_ca_system_score_gemma":0.0002267504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099313,"about_ca_topic_score_gemma":0.002610647,"domain_scores_codex":[0.999788,0.00002399525,0.00004629578,0.00005069113,0.00005713703,0.0000339618],"domain_scores_gemma":[0.9987347,0.0003360629,0.000539922,0.00005445343,0.0001531534,0.000181841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001269099,0.0001377914,0.9705968,0.00007447161,0.0002916599,0.0008536873,0.0001756751,0.000206,0.01032375,0.0000801259,0.0002804323,0.01571045],"study_design_scores_gemma":[0.00001161313,0.0005080129,0.9962346,0.00001515669,0.00009420695,0.001524245,0.00009144908,0.0001957926,0.0008957375,0.0001097875,0.0003113127,0.000008209267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955427,0.0004920593,0.0003788569,0.00005905706,0.00001974918,0.00001161755,0.0002271613,0.00001490008,0.003254001],"genre_scores_gemma":[0.9995186,0.00004953541,0.00007654457,0.00001587134,0.000006591055,0.000004179489,0.0001132679,0.000002581286,0.000212849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002396099,"threshold_uncertainty_score":0.008015752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057056933049775,"score_gpt":0.2379881923912369,"score_spread":0.2274176230607391,"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."}}