{"id":"W2923045270","doi":"10.1002/mds.27664","title":"Noninvasive vagus nerve stimulation to target gait impairment in Parkinson's disease","year":2019,"lang":"en","type":"letter","venue":"Movement Disorders","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada","keywords":"Vagus nerve stimulation; Medicine; Physical medicine and rehabilitation; Parkinson's disease; Gait; Neuroscience; Vagus nerve; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003344294,0.0006642897,0.00053741,0.0009978224,0.0001645948,0.0002168623,0.000886347,0.0003442141,0.001240965],"category_scores_gemma":[0.0006290044,0.0006925605,0.0002794365,0.0009255668,0.00008767813,0.0002681258,0.0004519279,0.001248862,0.001116027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008396519,"about_ca_system_score_gemma":0.0003168544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003797789,"about_ca_topic_score_gemma":0.00009239953,"domain_scores_codex":[0.9938623,0.0005248928,0.0006973555,0.001669531,0.00196754,0.001278349],"domain_scores_gemma":[0.9977203,0.0006102245,0.0002593068,0.001070193,0.00008210558,0.0002578799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000174765,0.0003359675,0.03473562,0.0002808117,0.00002050136,0.0009546102,0.0002423613,0.1474024,0.0005718831,0.00006671034,0.8147193,0.000495135],"study_design_scores_gemma":[0.004205774,0.000847278,0.0677039,0.0003714757,0.000050677,7.533349e-7,0.000082688,0.04409331,0.00139612,0.01483284,0.864231,0.002184187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06984288,0.0001562589,0.001523076,0.9138989,0.001314094,0.008746636,0.000675937,0.0002341567,0.003607994],"genre_scores_gemma":[0.2097556,0.00004124566,0.0001978289,0.7792616,0.0004695123,0.0007875111,0.0004892566,0.000171177,0.008826196],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1399127,"threshold_uncertainty_score":0.9996721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595085536216287,"score_gpt":0.2892857842469586,"score_spread":0.2633349288847957,"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."}}