{"id":"W4390084000","doi":"10.1093/geroni/igad104.2432","title":"CROSS-SECTIONAL AND LONGITUDINAL ASSOCIATIONS BETWEEN SLEEP DISTURBANCES, DEPRESSIVE AND ANXIETY SYMPTOMS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Insomnia; Depressive symptoms; Actigraphy; Longitudinal study; Psychology; Population; Clinical psychology; Psychiatry; Medicine","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":[0.001823564,0.0002469563,0.0002567015,0.0007099583,0.0004762636,0.0005684464,0.0002782463,0.0003367715,0.001328499],"category_scores_gemma":[0.004033551,0.0003099062,0.0005562445,0.0006371548,0.0001931098,0.0003351593,0.0005565038,0.0003923547,0.0001713216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226483,"about_ca_system_score_gemma":0.0003801906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009707509,"about_ca_topic_score_gemma":0.01519612,"domain_scores_codex":[0.9993927,0.0001914636,0.00009318597,0.0001339152,0.0001029859,0.00008579635],"domain_scores_gemma":[0.9976342,0.0005260574,0.0008750345,0.0002146994,0.0004485048,0.0003015253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001910278,0.00001535578,0.9992712,0.000003656806,0.00008319654,0.000009343556,0.00005260588,0.00001417681,0.0000597365,0.000006681253,0.00002803852,0.0004369611],"study_design_scores_gemma":[0.000001526695,0.00002807142,0.9997419,0.00000277857,0.00002512893,0.00003093401,0.00005707324,0.00004367989,0.00002008925,0.00000940039,0.00003866622,8.725974e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990018,0.0002821964,0.0001351059,0.00002696557,0.000005273078,0.000008764514,0.0003546947,0.00000370517,0.0001815245],"genre_scores_gemma":[0.9990023,0.0000993862,0.0001684195,0.00002015521,0.000006670492,0.00001705677,0.0005691475,9.142065e-7,0.0001159871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009707509,"threshold_uncertainty_score":0.01930201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282555193327731,"score_gpt":0.3374336132268485,"score_spread":0.3091780938940754,"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."}}