{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006671955,0.0005377415,0.001244261,0.000119575,0.0001302685,0.00002879568,0.0001266792,0.0001460566,0.0001139987],"category_scores_gemma":[0.0001754535,0.0004125359,0.0008392439,0.000231061,0.00004586285,0.00005215833,0.00007143486,0.0002067918,0.00004529658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462021,"about_ca_system_score_gemma":0.0001516033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001011143,"about_ca_topic_score_gemma":0.00001702642,"domain_scores_codex":[0.9980261,0.00007875387,0.0004512725,0.0007483496,0.0002915041,0.0004039724],"domain_scores_gemma":[0.998841,0.0002617348,0.0002348144,0.0002977937,0.00002714076,0.000337534],"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":[0.0002511945,0.0004513622,0.0002924714,0.004128358,0.0005069129,0.00004451131,0.00002363392,0.0000146703,6.115183e-8,0.0003196836,0.005984422,0.9879827],"study_design_scores_gemma":[0.002025203,0.0008191335,0.0002890334,0.001342407,0.002544805,6.324451e-8,0.00002229219,0.001621662,5.469898e-8,0.02704656,0.963916,0.000372777],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006941985,0.9853605,0.004568544,0.0040458,0.000127902,0.005114223,0.0001535526,0.0001497435,0.0004727614],"genre_scores_gemma":[0.000244926,0.9832315,0.0004139214,0.01330228,0.00009025705,0.001380324,0.0009600543,0.0001025919,0.0002741563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9876099,"threshold_uncertainty_score":0.9998326,"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."}}