{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001466257,0.0005822323,0.00198114,0.0004941263,0.0001621916,0.0004567592,0.0004852099,0.0007254992,0.00141838],"category_scores_gemma":[0.002318673,0.00009427337,0.0003763683,0.0005352499,0.0001984684,0.0004222969,0.0001986413,0.0004655913,0.0006312197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250736,"about_ca_system_score_gemma":0.0009097656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004201687,"about_ca_topic_score_gemma":0.001180022,"domain_scores_codex":[0.9994948,0.0002470668,0.00009227528,0.00002913231,0.0001200363,0.00001679631],"domain_scores_gemma":[0.999244,0.0005233501,0.00009329666,0.00001289253,0.0001049712,0.00002163821],"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":[0.0002050948,0.00007689763,0.001019102,0.007826234,0.00006639511,0.0004742401,0.00004763676,0.0001672202,0.0008849479,0.0005031336,0.004797308,0.9839318],"study_design_scores_gemma":[0.001807616,0.005317701,0.05820043,0.09062223,0.003568736,0.06632334,0.00139011,0.001930678,0.008144427,0.009928365,0.7525723,0.0001940792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002748108,0.9932862,0.0008955497,0.0007053822,0.00009498977,0.00008531621,0.00002954546,0.00001155334,0.00214321],"genre_scores_gemma":[0.01538364,0.9796491,0.003122225,0.0006549177,0.0002286856,0.0001940371,0.00006397645,0.000003709146,0.0006995969],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00198114,"threshold_uncertainty_score":0.007754385,"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."}}