{"id":"W4407933369","doi":"10.1016/j.brs.2024.12.456","title":"The Effects of Deep Brain Stimulation on the Neurovascular Unit in Human Intracranial Recordings","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Krembil Foundation; Toronto Western Hospital","funders":"National Research University Higher School of Economics","keywords":"Neurovascular bundle; Deep brain stimulation; Neuroscience; Medicine; Human brain; Brain stimulation; Stimulation; Psychology; Internal medicine; Anatomy","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":[0.0003130801,0.0001263485,0.0001830685,0.0001023534,0.0001894092,0.00001949661,0.00008424221,0.0000784317,0.00001943818],"category_scores_gemma":[0.001888343,0.00007303061,0.0000894389,0.0003854711,0.00006279029,0.00004000495,0.00002820214,0.0001837277,0.000004716814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002347247,"about_ca_system_score_gemma":0.00001515408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000482757,"about_ca_topic_score_gemma":0.00004931747,"domain_scores_codex":[0.9989166,0.000247414,0.0002679451,0.0002104576,0.0002018189,0.0001558207],"domain_scores_gemma":[0.9965539,0.003020111,0.00008464386,0.0002715367,0.00004482563,0.00002496572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003341092,0.002118906,0.4999908,0.000426753,0.0003639358,0.0001604827,0.0008252381,0.02364637,0.04613037,0.04119449,0.002723804,0.3790778],"study_design_scores_gemma":[0.00340683,0.0007873221,0.9486533,0.00009800814,0.00005925459,6.925681e-7,0.00001876408,0.03002262,0.0004424626,0.01614488,0.0003027564,0.00006304704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881356,0.00006597469,0.0008686209,0.008754151,0.0001264299,0.001086653,6.368918e-7,0.00002935908,0.0009326199],"genre_scores_gemma":[0.9966879,0.000008606038,0.00002641217,0.002946124,0.0000285314,0.00003272738,0.00001850504,0.00001078282,0.0002404138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4486626,"threshold_uncertainty_score":0.2978102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334241012626747,"score_gpt":0.2869787977096411,"score_spread":0.2736363875833737,"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."}}