{"id":"W2012443162","doi":"10.1002/mds.10149","title":"Deep brain stimulation for Parkinson's disease: Patient selection and evaluation","year":2002,"lang":"en","type":"review","venue":"Movement Disorders","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Deep brain stimulation; Parkinson's disease; Medicine; Selection (genetic algorithm); Disease; Degenerative disease; Brain stimulation; Physical medicine and rehabilitation; Intensive care medicine; Psychological intervention; Physical therapy; Stimulation; Psychiatry; Computer science; Pathology; Internal medicine; Machine learning","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001228779,0.0003568316,0.0006492749,0.000146568,0.0001344725,0.00002923794,0.00003756546,0.0001424886,0.0001929083],"category_scores_gemma":[0.0001323219,0.0002778166,0.0002914573,0.0001790429,0.00002475759,0.00005360193,0.00002577607,0.0001139888,0.00000948608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737916,"about_ca_system_score_gemma":0.00005309895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000871126,"about_ca_topic_score_gemma":0.00002726978,"domain_scores_codex":[0.9982973,0.0001164334,0.0003791072,0.0005616725,0.0003870444,0.0002583826],"domain_scores_gemma":[0.9992675,0.0001307643,0.0002169307,0.0001793276,0.00005658456,0.0001489117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006062232,0.0005040163,0.0006785935,0.002703597,0.0001730988,0.000001359591,0.00002054274,0.00005954933,9.161447e-8,0.00004449299,0.002846887,0.9929072],"study_design_scores_gemma":[0.002900841,0.001427538,0.001749823,0.001134594,0.003608033,1.784354e-7,0.00001692854,0.02463808,1.087197e-7,0.01797479,0.9461696,0.000379453],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003901437,0.9908798,0.000631465,0.0008655792,0.0001108117,0.00682581,0.00003504845,0.00005418987,0.0002071785],"genre_scores_gemma":[0.001099887,0.9932769,0.0001380851,0.002265901,0.00004061019,0.002093119,0.000879238,0.00005161104,0.0001546625],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9925277,"threshold_uncertainty_score":0.9999674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04573894650684664,"score_gpt":0.336843269641281,"score_spread":0.2911043231344344,"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."}}