{"id":"W7116871002","doi":"10.1002/alz70861_109025","title":"Interface of Sleep Quality and Cognitive Health in Prevention of Dementia: SMRUTHI‐INDIA","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Rural Health Research Society","funders":"","keywords":"Cognition; Sleep (system call); Dementia; Psychological intervention; Sleep quality; Quality (philosophy); Quality of life (healthcare)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001912602,0.0003232096,0.0007567609,0.0005330416,0.0003262892,0.0007191751,0.0005896059,0.0005278353,0.001976349],"category_scores_gemma":[0.002565416,0.0001909093,0.001591549,0.000790201,0.0004034312,0.0003164903,0.0004956968,0.0009467811,0.0001436208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006759105,"about_ca_system_score_gemma":0.002969968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005826936,"about_ca_topic_score_gemma":0.01390665,"domain_scores_codex":[0.9990289,0.0006221444,0.00009874594,0.00007228225,0.00008362479,0.00009433337],"domain_scores_gemma":[0.9984205,0.0005962059,0.0004363733,0.000117668,0.0001542405,0.0002750269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3122179,0.01691754,0.1984056,0.02725955,0.01144927,0.0009705778,0.001404286,0.001679961,0.003739184,0.001639257,0.005629109,0.4186877],"study_design_scores_gemma":[0.1276729,0.1167416,0.71257,0.005989206,0.0215525,0.0009863105,0.0009168308,0.002397593,0.002084978,0.0008310479,0.008143847,0.000113183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519701,0.04094501,0.0002886362,0.002895295,0.0002721556,0.0005092547,0.0004674279,0.00003483146,0.002617411],"genre_scores_gemma":[0.9897468,0.007839391,0.000570546,0.0007560403,0.000174026,0.0004001918,0.0001619114,0.000003707458,0.0003473769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005826936,"threshold_uncertainty_score":0.01158607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156979944999275,"score_gpt":0.3828914801816252,"score_spread":0.3513216807316324,"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."}}