{"id":"W4406051126","doi":"10.1002/alz.091648","title":"Cognitive, behavioral, and quality of life outcomes in cognitively unimpaired older persons with or without sleep complaints","year":2024,"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":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Dementia; Cognition; Psychology; Quality of life (healthcare); Clinical psychology; Marital status; Sleep (system call); Actigraphy; Insomnia; Disease; Medicine; Psychiatry; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008623769,0.0003131492,0.0003579071,0.0009142025,0.000706095,0.0005593949,0.0004995886,0.0003676015,0.001441264],"category_scores_gemma":[0.003084319,0.0001253495,0.0005815518,0.001181092,0.0003735416,0.0003234165,0.0006905234,0.0004631098,0.0001122417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082691,"about_ca_system_score_gemma":0.001105451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1272677,"about_ca_topic_score_gemma":0.1812945,"domain_scores_codex":[0.9995251,0.00007909555,0.00005274425,0.00009580325,0.0001180731,0.0001291553],"domain_scores_gemma":[0.9988254,0.0001493398,0.0005031985,0.0000574385,0.000202744,0.0002618758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001258964,0.00008996989,0.9973597,0.00002870489,0.00007179916,0.00004497304,0.0001775598,0.00002867945,0.00004669264,0.00001043017,0.0001006158,0.001915048],"study_design_scores_gemma":[0.000003444511,0.00005449837,0.9996617,0.000005743012,0.00001479117,0.00003127317,0.0001398497,0.00002632611,0.000008679093,0.00001032423,0.00004186353,0.000001446038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989557,0.0002082093,0.00001903366,0.00002768589,0.000003579004,0.00001100747,0.0004827516,0.000001143454,0.000290791],"genre_scores_gemma":[0.9993002,0.00008034772,0.00003674179,0.00002870534,0.000005849757,0.00001172111,0.0004419259,4.57983e-7,0.00009397927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1272677,"threshold_uncertainty_score":0.2530539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08309125102721064,"score_gpt":0.3736442376984219,"score_spread":0.2905529866712112,"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."}}