{"id":"W4406050560","doi":"10.1002/alz.091005","title":"Sleep in People with Dementia and Their Caregivers","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Actigraphy; Epworth Sleepiness Scale; Dementia; Psychology; Geriatric Depression Scale; Polysomnography; Beck Depression Inventory; Cohort; Depression (economics); Center for Epidemiologic Studies Depression Scale; Montreal Cognitive Assessment; Psychiatry; Medicine; Clinical psychology; Insomnia; Disease; Cognition; Internal medicine; Anxiety; Electroencephalography","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":[0.0004163079,0.000224161,0.0003097922,0.0005737356,0.001190097,0.0006199261,0.0002474772,0.0003777395,0.001821954],"category_scores_gemma":[0.001963678,0.0001296611,0.0002041278,0.0007726836,0.000273526,0.000476818,0.001098014,0.0004889992,0.0001901548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006220491,"about_ca_system_score_gemma":0.000826723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02485307,"about_ca_topic_score_gemma":0.03328986,"domain_scores_codex":[0.9997014,0.00008166594,0.00004084627,0.0000436414,0.00006481889,0.00006752289],"domain_scores_gemma":[0.9994588,0.00005421575,0.0002130376,0.00001509337,0.0001084057,0.0001503969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001461571,0.00009312202,0.9640848,0.0002227089,0.00005486419,0.0009525624,0.008059928,0.00003669778,0.0001749655,0.0001048351,0.003575545,0.02249379],"study_design_scores_gemma":[0.00001427318,0.0001524149,0.9783735,0.0002071785,0.00003662345,0.001690981,0.01456433,0.00005044834,0.00003536357,0.0001838501,0.004680494,0.00001046203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853466,0.00838899,0.00006391203,0.001207824,0.0001227313,0.00003637117,0.0006782712,0.000005582164,0.004149884],"genre_scores_gemma":[0.9959901,0.002746356,0.00008096298,0.0003282727,0.00004389309,0.00003702039,0.0002944611,0.000001053852,0.0004778499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02485307,"threshold_uncertainty_score":0.04941684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105474656808113,"score_gpt":0.2485256469969191,"score_spread":0.2379781813161078,"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."}}