{"id":"W4409200002","doi":"10.1016/j.wneu.2025.123958","title":"Effects of Pneumocephalus on Electrode Location After Deep Brain Stimulation of the Subthalamic Nucleus in Parkinson Disease","year":2025,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Anhui Medical University","keywords":"Subthalamic nucleus; Medicine; Deep brain stimulation; Parkinson's disease; Pneumocephalus; Neuroscience; Disease; Surgery; Pathology; Complication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000651714,0.0001166676,0.0002280727,0.0002259838,0.00002057931,0.000003810855,0.00005099416,0.00002856678,0.000009089705],"category_scores_gemma":[0.0003773052,0.00008203476,0.0001066706,0.0007409606,0.00004850913,0.00002607869,0.00002445367,0.0001226403,0.000002063445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003003878,"about_ca_system_score_gemma":0.00004237899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009620554,"about_ca_topic_score_gemma":0.00002673455,"domain_scores_codex":[0.9990531,0.0001446687,0.0002590034,0.0002270329,0.0001649525,0.000151305],"domain_scores_gemma":[0.9990353,0.0005651563,0.00009491526,0.0002421892,0.00002460126,0.0000378291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002185667,0.001239829,0.9653967,0.0003465141,0.0000160155,0.0001250377,0.00001921321,0.0004570808,0.02519112,0.0002137292,0.0002483424,0.00456074],"study_design_scores_gemma":[0.0009121607,0.0001155813,0.9810538,0.0002022691,0.00005886024,4.051931e-7,5.444587e-7,0.0007596109,0.01580944,0.0008319748,0.000209623,0.00004569137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996648,0.0003048648,0.00001213686,0.002092733,0.000195946,0.0005290894,0.000001964652,0.00001586148,0.0001993686],"genre_scores_gemma":[0.9959847,0.00002852912,0.000002551053,0.003582439,0.000009362808,0.00004794894,0.000004404385,0.00001139547,0.0003286066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01565713,"threshold_uncertainty_score":0.3345281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005835857596442694,"score_gpt":0.2367055061581764,"score_spread":0.2308696485617337,"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."}}