{"id":"W4309515239","doi":"10.1017/s0714980822000368","title":"Sleep Problems and Psychological Well-Being: Baseline Findings from the Canadian Longitudinal Study on Aging","year":2022,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Sleep and related disorders","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research; Government of Canada; Lawson Health Research Institute","keywords":"Insomnia; Mental health; Longitudinal study; Psychological distress; Sleep (system call); Association (psychology); Cross-sectional study; Public health; Medicine; Distress; Psychiatry; Gerontology; Psychology; Clinical psychology; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001570972,0.0003916994,0.0005403802,0.00170643,0.002573302,0.001219206,0.0009348192,0.0005639612,0.001425796],"category_scores_gemma":[0.003301032,0.0003122828,0.0007259173,0.004534461,0.0004440687,0.00046123,0.0008902377,0.001212568,0.0002065632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01191796,"about_ca_system_score_gemma":0.0164672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861379,"about_ca_topic_score_gemma":0.9922742,"domain_scores_codex":[0.9992041,0.00005665463,0.00004678746,0.00009878765,0.0003817005,0.000212041],"domain_scores_gemma":[0.9976846,0.00008606796,0.0003010698,0.00007425043,0.001241036,0.0006129565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005174866,0.00002995834,0.9953075,0.00003088027,0.00006717934,0.00002062727,0.0003649241,0.0000448334,0.00003742597,0.00003905847,0.0009171251,0.003088633],"study_design_scores_gemma":[0.000001976938,0.000008654087,0.9994045,0.00001024433,0.00001184958,0.00001066004,0.0001653461,0.00003575431,0.000005736986,0.000006114467,0.000336417,0.000002722859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680758,0.005378039,0.0001938033,0.001164301,0.00004645994,0.0001147278,0.02104814,0.00002566393,0.003953076],"genre_scores_gemma":[0.9880484,0.002274528,0.000365115,0.0001742191,0.0000194007,0.00005222004,0.008013295,0.000007524588,0.001045371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01386207,"threshold_uncertainty_score":0.08647126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02922942116464589,"score_gpt":0.2669829154395706,"score_spread":0.2377534942749247,"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."}}