{"id":"W3174578841","doi":"10.5137/1019-5149.jtn.33808-21.2","title":"The impact of subthalamic deep brain stimulation on sleep quality of parkinson’s disease patients","year":2021,"lang":"en","type":"article","venue":"Turkish Neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deep brain stimulation; Depression (economics); Disease; Subthalamic nucleus; Sleep (system call); Quality of life (healthcare); Neuromodulation","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":[0.0002470265,0.0001560228,0.0002573308,0.0001775361,0.0001539136,0.0002685924,0.0000769848,0.0001646918,0.0009242341],"category_scores_gemma":[0.0007470755,0.00005420117,0.0003266883,0.0001473303,0.0001328796,0.0001279898,0.0001467056,0.0001599764,0.00007817258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738399,"about_ca_system_score_gemma":0.0001072019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063187,"about_ca_topic_score_gemma":0.00223176,"domain_scores_codex":[0.9998572,0.00004787663,0.00002448636,0.00002195121,0.00002898743,0.0000196135],"domain_scores_gemma":[0.9995539,0.00008651225,0.0001855591,0.00001767513,0.00006054106,0.00009589027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007640553,0.0004767843,0.9295774,0.0002552146,0.0006961557,0.0005419126,0.000326053,0.00037454,0.00899443,0.00002527324,0.0002219759,0.0508698],"study_design_scores_gemma":[0.000056928,0.001853299,0.9970617,0.000009245945,0.00009385114,0.0002743354,0.00007300608,0.0001249129,0.0002740407,0.00001380161,0.0001614469,0.000003568582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986669,0.0008633097,0.00004297285,0.00002481037,0.000006602443,0.000006385468,0.00009954935,0.000001672058,0.0002878911],"genre_scores_gemma":[0.9995489,0.0001753473,0.00003867133,0.00001980837,0.000005815003,0.000004355697,0.0001220841,4.544826e-7,0.0000846197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001063187,"threshold_uncertainty_score":0.003091872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02868763052176121,"score_gpt":0.3131032234827457,"score_spread":0.2844155929609845,"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."}}