{"id":"W2064190004","doi":"10.3171/jns.2007.106.1.101","title":"Statistical determination of the optimal subthalamic nucleus stimulation site in patients with Parkinson disease","year":2007,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Subthalamic nucleus; Medicine; Parkinson's disease; Deep brain stimulation; Neuroscience; Stimulation; Nucleus; Central nervous system disease; Disease; Pathology; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003287858,0.0002383696,0.0004527261,0.00114246,0.0002444362,0.000451512,0.0004322431,0.0004740628,0.00176392],"category_scores_gemma":[0.01130857,0.0001231944,0.0006275785,0.0008732574,0.0005934086,0.0002741997,0.0004984601,0.0003896012,0.0001918016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000182116,"about_ca_system_score_gemma":0.0003188003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006333032,"about_ca_topic_score_gemma":0.0004865412,"domain_scores_codex":[0.9982033,0.0008074776,0.0001910541,0.0003952328,0.0003028209,0.0001001033],"domain_scores_gemma":[0.9904494,0.006625962,0.001613586,0.0005450448,0.0003949017,0.0003711584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001213929,0.00002261283,0.9916663,0.00002244084,0.0001405329,0.00009614931,0.00007700458,0.0006732707,0.0006900919,0.00005980919,0.00008000164,0.005257966],"study_design_scores_gemma":[0.00005690638,0.0009748174,0.9876186,0.000008624924,0.0001151902,0.0005271338,0.0002418361,0.009352876,0.0006075139,0.0001885772,0.0002986767,0.00000923026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972638,0.0001465467,0.002095263,0.00004111995,0.000005435113,0.00001178436,0.0001367324,0.0000113816,0.0002879388],"genre_scores_gemma":[0.9993907,0.00001121009,0.0004675115,0.000004355133,0.000003571198,0.000008270108,0.00007936711,0.000002042756,0.00003305413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003287858,"threshold_uncertainty_score":0.01738805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138445331102994,"score_gpt":0.2509725610633939,"score_spread":0.2395881077523639,"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."}}