{"id":"W3005992334","doi":"10.1002/mds.27996","title":"Debugging Adaptive Deep Brain Stimulation for Parkinson's Disease","year":2020,"lang":"en","type":"review","venue":"Movement Disorders","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Rosetrees Trust; Medical Research Council Canada; Wellcome Trust","keywords":"Deep brain stimulation; Stimulation; Parkinson's disease; Physical medicine and rehabilitation; Medicine; Neuroscience; Clinical trial; Brain stimulation; Disease; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004013758,0.0006045682,0.0008168708,0.001752182,0.0001807154,0.0008115669,0.0005168784,0.0007649992,0.006316525],"category_scores_gemma":[0.0006586315,0.0001337844,0.0006261957,0.001359225,0.0002824705,0.0008021566,0.0006724474,0.001186422,0.002625068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004101215,"about_ca_system_score_gemma":0.0007024535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001004991,"about_ca_topic_score_gemma":0.002048223,"domain_scores_codex":[0.9998127,0.00004221422,0.00003451953,0.00003129203,0.00006307795,0.0000161841],"domain_scores_gemma":[0.9998145,0.00009703729,0.00003622717,0.000005091105,0.0000356824,0.00001161471],"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":[0.00005308178,0.00003201224,0.00007513646,0.02656629,0.0001134261,0.0001056274,0.00004212463,0.0001479664,0.0009734718,0.001950215,0.01732255,0.9526181],"study_design_scores_gemma":[0.0000374061,0.0001303223,0.0012028,0.01440074,0.0003348516,0.002228771,0.00006152843,0.0001054143,0.0005121732,0.002578635,0.9783877,0.00001957137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009976463,0.9985261,0.00009262311,0.0001502778,0.0000989793,0.000005222748,0.00001980296,0.000005557212,0.001001662],"genre_scores_gemma":[0.001147019,0.9975365,0.0002012319,0.0002467719,0.00009247945,0.000007856863,0.00004642888,0.000002003067,0.0007196736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006316525,"threshold_uncertainty_score":0.02113086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04634372468856911,"score_gpt":0.3269297612167096,"score_spread":0.2805860365281405,"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."}}