{"id":"W4390193427","doi":"10.1002/alz.075036","title":"Contributors to sleep disturbances in caregivers and care recipients with dementia","year":2023,"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":"","funders":"","keywords":"Actigraphy; Dementia; Sleep disorder; Polysomnography; Cognition; Sleep (system call); Psychology; Audiology; Sleep onset latency; Montreal Cognitive Assessment; Medicine; Sleep onset; Clinical psychology; Physical therapy; Psychiatry; Cognitive impairment; Insomnia; Disease; Internal medicine; 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":[0.0006768181,0.0002620117,0.0003553312,0.0007712235,0.001272721,0.0006789455,0.0003275113,0.0003195794,0.002954156],"category_scores_gemma":[0.004907855,0.0001845849,0.0003971014,0.0007592252,0.0002802238,0.0003596929,0.001100793,0.0006409739,0.0002343855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006758667,"about_ca_system_score_gemma":0.0008758156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01203966,"about_ca_topic_score_gemma":0.01259496,"domain_scores_codex":[0.9993443,0.0002329242,0.00007525151,0.00006750457,0.0001257627,0.0001541621],"domain_scores_gemma":[0.9978271,0.0003181544,0.0008733387,0.0000751185,0.0003587796,0.0005475204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008927422,0.00004771915,0.9946524,0.00002105672,0.00003022625,0.0003099587,0.0005105873,0.00001534907,0.00004591378,0.00001996441,0.0002508284,0.00400677],"study_design_scores_gemma":[0.000008835575,0.00009840261,0.994673,0.00005240797,0.00004155197,0.0009206614,0.003595934,0.0001567738,0.0000380118,0.00007358379,0.0003351515,0.000005744831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978901,0.0009384429,0.00004108479,0.0002272072,0.00001920736,0.00001115229,0.000114227,0.000002971893,0.0007556358],"genre_scores_gemma":[0.999431,0.0002743492,0.00003249222,0.00003990541,0.00001695593,0.000006172791,0.00007800481,7.069164e-7,0.0001205857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01203966,"threshold_uncertainty_score":0.02393919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362286101785441,"score_gpt":0.2677017964298902,"score_spread":0.2540789354120358,"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."}}