{"id":"W2886554233","doi":"10.3171/2018.2.jns172186","title":"Imaging alone versus microelectrode recording–guided targeting of the STN in patients with Parkinson’s disease","year":2018,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; Krembil Foundation; University of Toronto","funders":"","keywords":"Subthalamic nucleus; Medicine; Deep brain stimulation; Parkinson's disease; Electrophysiology; Magnetic resonance imaging; Nuclear medicine; Neuroscience; Radiology; Pathology; Disease; 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":[0.0001564447,0.0001201893,0.0003064176,0.0001404309,0.00005159979,0.00001048329,0.00008926096,0.00001870486,0.00002381758],"category_scores_gemma":[0.00050665,0.00006670573,0.0001451572,0.0002937075,0.00009619365,0.00008747523,0.00003294975,0.0002146901,0.00000136544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003490965,"about_ca_system_score_gemma":0.00008519558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000902457,"about_ca_topic_score_gemma":0.000001779903,"domain_scores_codex":[0.9987852,0.00009230776,0.0004455429,0.0001443952,0.0003113424,0.0002212286],"domain_scores_gemma":[0.9989588,0.0001309715,0.0004399253,0.0001563401,0.0001979641,0.0001160359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005561026,0.0005144775,0.9874899,0.00001308646,0.00003116841,0.0001978998,0.00001732358,0.000004390434,0.002012596,9.134166e-7,0.0030256,0.001131653],"study_design_scores_gemma":[0.004379623,0.000846982,0.9926524,0.000107045,0.00009059303,0.000009703299,0.00000554882,0.00002052955,0.0009788322,0.00006144645,0.0007882246,0.00005907798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997554,0.0001286861,0.000004549252,0.001541901,0.000546175,0.0001381456,0.000003442472,0.00000490096,0.00007816903],"genre_scores_gemma":[0.9988229,0.00003790707,0.00006555986,0.0009406909,0.00009482913,0.000001269894,0.000001278491,0.00001713531,0.00001847164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005162529,"threshold_uncertainty_score":0.2720181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489361136791414,"score_gpt":0.2458590421797831,"score_spread":0.230965430811869,"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."}}