{"id":"W1500585454","doi":"10.1371/journal.pone.0128139","title":"Depressive Symptoms are the Main Predictor for Subjective Sleep Quality in Patients with Mild Cognitive Impairment—A Controlled Study","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sleep and related disorders","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Epworth Sleepiness Scale; Medicine; Internal medicine; Montreal Cognitive Assessment; Beck Depression Inventory; Neuropsychology; Depression (economics); Effects of sleep deprivation on cognitive performance; Physical therapy; Cognition; Sleep quality; Cognitive impairment; Psychiatry; Polysomnography; Disease; Anxiety","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":[0.001681482,0.0008073709,0.001348204,0.0007551155,0.001116117,0.0008965062,0.000629942,0.0009610577,0.001922335],"category_scores_gemma":[0.002411621,0.0005878231,0.001387241,0.0009568439,0.0009225651,0.0005173975,0.0004147128,0.0008608326,0.0002455534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004183803,"about_ca_system_score_gemma":0.0005496847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00293412,"about_ca_topic_score_gemma":0.00454163,"domain_scores_codex":[0.9988574,0.0004331828,0.0001879268,0.0002648343,0.0001585318,0.0000982717],"domain_scores_gemma":[0.9979721,0.0005445445,0.0006780474,0.0002656904,0.0001813537,0.0003583297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.09947582,0.01140386,0.8680258,0.0009368157,0.004688023,0.0007046289,0.0004728616,0.0001009451,0.002086624,0.0000583471,0.000684799,0.01136147],"study_design_scores_gemma":[0.01084235,0.02313409,0.9627956,0.00006549016,0.001459306,0.0004429864,0.000192123,0.0002322102,0.0001718404,0.00005042174,0.0005752309,0.00003831292],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970189,0.002077967,0.0001097234,0.00002811464,0.00003708112,0.0002647596,0.0002111426,0.000006297279,0.0002459084],"genre_scores_gemma":[0.9978193,0.0006163843,0.000192585,0.0001448556,0.0001247925,0.0003460941,0.0005383159,0.000002926804,0.0002147292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00293412,"threshold_uncertainty_score":0.008892596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032313150948951,"score_gpt":0.2853606026591685,"score_spread":0.2530474517102175,"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."}}