{"id":"W4406335453","doi":"10.1177/25424823241300981","title":"Sleepiness, sleep time, and depression of caregivers are linked with sleep and behaviors of their paired partners with dementia","year":2025,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease Reports","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Sleep (system call); Depression (economics); Psychology; Psychiatry; Medicine; Clinical psychology; Internal medicine; Disease; Computer science","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":[0.000305392,0.0002502843,0.0002871929,0.0005294484,0.0006977102,0.0005698756,0.0002645287,0.0002196706,0.002339798],"category_scores_gemma":[0.002321958,0.0001965058,0.0002403439,0.0004380552,0.0002489865,0.0002869353,0.0007622238,0.0004114792,0.0002498888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003444218,"about_ca_system_score_gemma":0.0002944404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01236766,"about_ca_topic_score_gemma":0.02360919,"domain_scores_codex":[0.999757,0.00007372391,0.00002768351,0.00004151097,0.0000503379,0.00004988252],"domain_scores_gemma":[0.9991081,0.00009666487,0.0004317844,0.0000401395,0.0001280295,0.0001952993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004570228,0.00003253842,0.9966744,0.00001121955,0.00003063134,0.0001180915,0.0002568982,0.0000105707,0.000133714,0.000006511242,0.0001384162,0.002541294],"study_design_scores_gemma":[0.000001601201,0.00004428398,0.9987206,0.000009751715,0.00001165645,0.0004160037,0.0005989629,0.00004126461,0.00002414438,0.00001574352,0.0001141843,0.000001766015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988568,0.0004429292,0.00003198276,0.00003957355,0.000004674861,0.000006099413,0.000140874,0.000001957825,0.0004751458],"genre_scores_gemma":[0.9994056,0.0002380292,0.00005028538,0.00001626383,0.00000353333,0.000005574475,0.0001357672,5.761229e-7,0.0001442781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01236766,"threshold_uncertainty_score":0.02459133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053786195362461,"score_gpt":0.2671696505582625,"score_spread":0.2566317886046379,"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."}}