{"id":"W4403200115","doi":"10.1111/cns.70058","title":"Lack variation of low slow‐wave activity over time in the frontal region in <scp>NREM</scp> sleep may be associated with dyskinesia in Parkinson's disease","year":2024,"lang":"en","type":"article","venue":"CNS Neuroscience & Therapeutics","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; National Natural Science Foundation of China; Jiangsu Commission of Health","keywords":"Non-rapid eye movement sleep; Polysomnography; Rapid eye movement sleep; Parkinson's disease; Dyskinesia; Psychology; Anesthesia; Audiology; Electroencephalography; Medicine; Sleep (system call); Slow-wave sleep; Internal medicine; Cardiology; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002353855,0.0002447666,0.000207867,0.0005515663,0.000170259,0.0002393249,0.0001262404,0.0001917548,0.001129915],"category_scores_gemma":[0.0007986816,0.00009591528,0.0001859924,0.0005013152,0.0001517377,0.0001445137,0.0001607126,0.0001485648,0.0001414571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026867,"about_ca_system_score_gemma":0.00007150761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009506742,"about_ca_topic_score_gemma":0.001946779,"domain_scores_codex":[0.9998702,0.00002375622,0.00003140721,0.00003645051,0.00002453645,0.0000136531],"domain_scores_gemma":[0.9992816,0.0001132915,0.0004556405,0.00002803082,0.00006197523,0.00005953737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000507627,0.00004411505,0.9873801,0.00003938974,0.0001081396,0.0003251173,0.00006040904,0.00005358266,0.006235353,0.00001084972,0.0000790396,0.005156129],"study_design_scores_gemma":[0.000002312668,0.00006424233,0.9993681,0.000001527269,0.000009337017,0.0003512191,0.00001555624,0.00005459705,0.00009605146,0.000005277614,0.00003109035,6.42962e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992685,0.0002381293,0.0001420988,0.00001084021,0.000003949703,0.000005434412,0.0001098263,0.000004060579,0.0002171503],"genre_scores_gemma":[0.9995201,0.00007869735,0.00009951532,0.000007584402,0.000006802739,0.000004672116,0.0001818797,0.000001420914,0.00009932038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001129915,"threshold_uncertainty_score":0.003779948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07430356254630259,"score_gpt":0.305294431088851,"score_spread":0.2309908685425484,"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."}}