{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002901921,0.0003728397,0.0005173304,0.000266971,0.000277455,0.0002011,0.0001841925,0.0002443528,0.0009572569],"category_scores_gemma":[0.0007216801,0.00008621283,0.0004989935,0.000232161,0.0001404973,0.0001416795,0.0001750764,0.0002523217,0.000107726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002099149,"about_ca_system_score_gemma":0.000178922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136401,"about_ca_topic_score_gemma":0.003812315,"domain_scores_codex":[0.999898,0.00003036318,0.00001810839,0.00001958649,0.00001591652,0.00001798355],"domain_scores_gemma":[0.9997349,0.00003387991,0.0001035967,0.00001517777,0.00003858882,0.0000737787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02605188,0.003744819,0.8730663,0.0005049323,0.001278482,0.0006386024,0.0004368961,0.0003417074,0.009706015,0.00003299563,0.001027507,0.08316986],"study_design_scores_gemma":[0.0002841576,0.00441715,0.9943083,0.0000135489,0.0001417089,0.0001946898,0.00006084382,0.0001537312,0.0001855889,0.00002088684,0.0002151248,0.000004326163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980749,0.001368765,0.00005417741,0.00004458561,0.00001274534,0.00002698578,0.00008228829,0.000008044263,0.0003275768],"genre_scores_gemma":[0.9991915,0.0003268177,0.00007868079,0.00005132464,0.0000175505,0.00001498656,0.0001490281,8.157066e-7,0.0001694027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002136401,"threshold_uncertainty_score":0.004247963,"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."}}