{"id":"W4200285397","doi":"10.3390/medicina57121366","title":"Sleep Quality Improvement Enhances Neuropsychological Recovery and Reduces Blood Aβ42/40 Ratio in Patients with Mild–Moderate Cognitive Impairment","year":2021,"lang":"en","type":"article","venue":"Medicina","topic":"Sleep and related disorders","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Montreal Cognitive Assessment; Clinical Dementia Rating; Internal medicine; Depression (economics); Dementia; Geriatric Depression Scale; Medicine; Gastroenterology; Neuropsychology; Anxiety; Cardiology; Psychology; Pathology; Disease; Psychiatry; Cognition; Sleep quality","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003091079,0.0002167692,0.0003224887,0.00008020759,0.00008790183,0.0000249983,0.00007904162,0.0001513658,0.0004989494],"category_scores_gemma":[0.00009131194,0.0001536905,0.00003941846,0.0002473866,0.0001929918,0.00007672476,0.00004086693,0.0003280381,0.00002368605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002050879,"about_ca_system_score_gemma":0.00003057392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001124468,"about_ca_topic_score_gemma":0.0000545905,"domain_scores_codex":[0.9979511,0.0003566196,0.000408955,0.0006335348,0.0002891494,0.0003605855],"domain_scores_gemma":[0.9992548,0.0001754996,0.0001410423,0.0002032305,0.0001090826,0.0001163389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02412568,0.02393462,0.4992139,0.0001565524,0.004060104,0.001200311,0.0315417,0.00004308028,0.004982685,0.0004149477,0.002009913,0.4083165],"study_design_scores_gemma":[0.01678645,0.004158616,0.9690331,0.0001369155,0.0002478018,0.00001005975,0.006293513,0.00001232899,0.002645615,0.0002734307,0.00006193232,0.0003402329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910471,0.001228951,0.0001124184,0.0007367421,0.0007666462,0.0005062851,0.00001345523,0.00003492087,0.005553524],"genre_scores_gemma":[0.9976268,0.0001943167,0.00003869277,0.001615078,0.00005711178,0.00005813481,0.00005884383,0.0000167975,0.0003342459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4698192,"threshold_uncertainty_score":0.6267317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321546895816293,"score_gpt":0.2912653723028569,"score_spread":0.278049903344694,"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."}}