{"id":"W2334442666","doi":"10.1016/j.brs.2015.01.218","title":"Directional DBS improves therapeutic window: from model prediction to human use","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Therapeutic window; Stimulation; Deep brain stimulation; Physical medicine and rehabilitation; Neuroscience; Brain stimulation; Window (computing); Medicine; Computer science; Psychology; Pharmacology; 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":[0.00005387586,0.00009936255,0.0001194891,0.00005699332,0.0000675346,0.00002394739,0.00002456232,0.00006878578,0.00002695254],"category_scores_gemma":[0.0001049692,0.00008014638,0.00004247872,0.00008955456,0.00001634167,0.000135081,0.00001604925,0.00006585984,0.00003470652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005426965,"about_ca_system_score_gemma":0.00002500832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001247743,"about_ca_topic_score_gemma":0.00001194642,"domain_scores_codex":[0.9992678,0.00002989105,0.0001404649,0.0002323351,0.0002182257,0.0001112706],"domain_scores_gemma":[0.999548,0.00007218348,0.00003321892,0.000137957,0.00007366026,0.0001349766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002568307,0.001716805,0.4847278,0.00001329265,0.0003014054,0.00002441148,0.001081412,0.1813766,0.2740329,0.001036585,0.009351425,0.04376905],"study_design_scores_gemma":[0.002562628,0.0006695966,0.8230426,0.000009835653,0.0000668217,8.710433e-7,0.000009973531,0.1582801,0.0003351611,0.01439462,0.000547647,0.00008014256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882225,0.00003063395,0.008972189,0.001269492,0.00009859335,0.0004424877,0.00003311073,0.0001194243,0.0008115016],"genre_scores_gemma":[0.994594,8.801779e-7,0.001009347,0.002903264,0.000105151,0.00002787673,0.0002504916,0.00001423467,0.001094781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3383147,"threshold_uncertainty_score":0.3268274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09525552759781279,"score_gpt":0.3275301962236397,"score_spread":0.2322746686258269,"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."}}