{"id":"W3206941705","doi":"10.1088/1741-2552/ac3267","title":"Deep brain stimulation: is it time to change gears by closing the loop?","year":2021,"lang":"en","type":"review","venue":"Journal of Neural Engineering","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Università degli Studi di Milano","keywords":"Computer science; Deep brain stimulation; Variable (mathematics); Stimulation; Neuroscience; Parkinson's disease; Psychology; Medicine; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0001070057,0.0002671951,0.001038357,0.0001141823,0.00003826285,0.00004113481,0.0001349923,0.0001169223,0.0003144449],"category_scores_gemma":[0.0001564134,0.0001542033,0.0005036279,0.0002901127,0.000008066507,0.00006968423,0.00005159139,0.0005396756,0.00005011029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006188906,"about_ca_system_score_gemma":0.00002768482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.80914e-7,"about_ca_topic_score_gemma":6.734408e-8,"domain_scores_codex":[0.9987976,0.00004386768,0.0004919904,0.0001610794,0.0002901191,0.0002153373],"domain_scores_gemma":[0.9991676,0.0002309689,0.000206772,0.0001673594,0.00005790343,0.0001694646],"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":[0.00001624026,0.000102972,0.000005333778,0.001419064,0.0004340838,0.0011767,0.00009966262,0.0009197125,0.00003319951,0.000001458655,0.02609003,0.9697015],"study_design_scores_gemma":[0.0003903971,0.0004429225,0.00002771832,0.004068064,0.0007878966,0.0007640828,0.000004297047,0.004794793,0.000001723355,0.000001393951,0.9885545,0.0001621489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002537065,0.9924372,0.0001353921,0.006541444,0.0001976625,0.0003747946,0.000006829487,0.0000120842,0.00004082563],"genre_scores_gemma":[0.0001814078,0.9919947,0.0001738341,0.006205269,0.0005792502,0.00001502261,0.00001751906,0.00006748833,0.0007654428],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9695394,"threshold_uncertainty_score":0.628823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0724811755513875,"score_gpt":0.3370084709077671,"score_spread":0.2645272953563796,"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."}}