{"id":"W3201818890","doi":"10.3233/jpd-212730","title":"Axial Impairment Following Deep Brain Stimulation in Parkinson’s Disease: A Surgicogenomic Approach","year":2021,"lang":"en","type":"article","venue":"Journal of Parkinson s Disease","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; McGill University; Occupational Cancer Research Centre; University Health Network; University of Toronto; Montreal Neurological Institute and Hospital; Toronto Western Hospital","funders":"University of Toronto; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Deep brain stimulation; Parkinson's disease; Brain stimulation; Selection (genetic algorithm); Subthalamic nucleus; Clinical neurology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005050966,0.0003228856,0.0002599249,0.001339369,0.0002683667,0.000370024,0.0003132871,0.0002428598,0.0009492189],"category_scores_gemma":[0.00064308,0.00007538834,0.0002217669,0.001005942,0.0004014885,0.0002095783,0.0004490831,0.0002282937,0.00007339013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871655,"about_ca_system_score_gemma":0.0003136915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198224,"about_ca_topic_score_gemma":0.002247766,"domain_scores_codex":[0.9998077,0.00006258885,0.00002215919,0.00006410892,0.00002501333,0.00001846377],"domain_scores_gemma":[0.9996433,0.0001202731,0.0001484842,0.00001944161,0.00003036167,0.00003807568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004874654,0.00003656615,0.9826028,0.00005978606,0.000119108,0.0009287373,0.0001009674,0.0003234033,0.00436211,0.000151387,0.00007747922,0.01075022],"study_design_scores_gemma":[0.00001079248,0.0002206711,0.9953583,0.00001571679,0.00009834897,0.00210077,0.0002350192,0.0007912237,0.0005183875,0.0004197037,0.0002256835,0.000005300883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976782,0.0008317968,0.0008991943,0.000103734,0.000003563508,0.00001197421,0.0001794598,0.000003562744,0.0002885171],"genre_scores_gemma":[0.9990172,0.0002299167,0.0005347648,0.00002395186,0.000009544589,0.00000544951,0.0001244165,0.000001040442,0.00005371616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001339369,"threshold_uncertainty_score":0.003175497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014824789391061,"score_gpt":0.2810390542879528,"score_spread":0.2608908063940422,"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."}}