{"id":"W4406218566","doi":"10.1002/alz.087540","title":"Sleep health, cognitive function, and self‐management skills in middle‐aged adults","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":"","funders":"","keywords":"Sleep (system call); Cognition; Gerontology; Psychology; Function (biology); Developmental psychology; Medicine; Computer science; Psychiatry","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":[0.0005069635,0.0002020296,0.0002414281,0.0005908554,0.0003833106,0.0004844437,0.0002432203,0.0004108206,0.001796522],"category_scores_gemma":[0.00142157,0.0001411504,0.0004792844,0.0006494203,0.0001705288,0.0003136143,0.0003487979,0.0002858156,0.0001772476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311148,"about_ca_system_score_gemma":0.0002919203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013357,"about_ca_topic_score_gemma":0.01376286,"domain_scores_codex":[0.9998218,0.00003491656,0.00003096375,0.00003409094,0.00003698486,0.00004124646],"domain_scores_gemma":[0.9994552,0.00008399801,0.0002220325,0.00002851007,0.00007270406,0.0001376125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006316964,0.0000462859,0.9987149,0.00001188425,0.00004916842,0.00001579075,0.00003734812,0.00001077369,0.00006015578,0.000006206482,0.00006724566,0.0009169473],"study_design_scores_gemma":[0.000002555709,0.00004647905,0.9997876,0.000003065161,0.00001290197,0.00001442539,0.00003636216,0.00004430534,0.000008834615,0.000006668247,0.00003618573,5.87428e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998458,0.000622698,0.00002968921,0.00005986392,0.000006878631,0.000006359789,0.0004192753,0.000002576927,0.0003946185],"genre_scores_gemma":[0.9995105,0.000113576,0.00003370866,0.00002972737,0.000008605572,0.000006954802,0.0001895038,3.500413e-7,0.0001070797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013357,"threshold_uncertainty_score":0.02014917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198542872617556,"score_gpt":0.2705193294406037,"score_spread":0.2585339007144281,"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."}}