{"id":"W2464957390","doi":"10.1212/wnl.0000000000003451","title":"Subthalamic nucleus deep brain stimulation in isolated dystonia","year":2016,"lang":"en","type":"article","venue":"Neurology","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, San Francisco","keywords":"Deep brain stimulation; Dystonia; Subthalamic nucleus; Tolerability; Rating scale; Spasmodic Torticollis; Dyskinesia; Cervical dystonia; Adverse effect; Cohort; Refractory (planetary science); Focal dystonia; Movement disorders; Medicine; Psychology; Physical therapy; Anesthesia; Internal medicine; Parkinson's disease; Psychiatry; Disease","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":[0.00004271713,0.0001099579,0.0001989282,0.00009694729,0.00002198418,0.000002736339,0.00004914163,0.000140983,0.000305791],"category_scores_gemma":[0.0001047258,0.00006850258,0.00004146515,0.0001209584,0.00005569974,0.00003724149,0.00002603027,0.0001248286,0.0002142949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001048382,"about_ca_system_score_gemma":0.00001202037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002961152,"about_ca_topic_score_gemma":0.0001068737,"domain_scores_codex":[0.9991205,0.00009094051,0.0001685464,0.0002937394,0.00007330155,0.000252942],"domain_scores_gemma":[0.9995231,0.0001816513,0.00003866601,0.0001801164,0.00001581123,0.00006065553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002928894,0.0006200238,0.9459705,0.00000869095,0.00002576958,0.001535197,0.00004840524,0.0000325353,0.02917539,0.0004670526,0.0002865315,0.018901],"study_design_scores_gemma":[0.005439159,0.003592504,0.9840829,0.000005215816,0.00001848579,0.00007172383,4.890595e-7,0.001577935,0.00007912146,0.003691832,0.001367279,0.00007332071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795346,0.0000388566,0.000229564,0.01868762,0.0001040634,0.0002404201,0.000002320092,0.00006914243,0.001093436],"genre_scores_gemma":[0.9898671,0.00002157426,0.0000217502,0.009846893,0.0000202254,0.00001178791,0.000005471022,0.00001639212,0.0001887878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03811242,"threshold_uncertainty_score":0.3348197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269965895663768,"score_gpt":0.2601021305355284,"score_spread":0.2474024715788908,"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."}}