{"id":"W3158423167","doi":"10.1093/sleep/zsab072.215","title":"216 Resilience, sleep difficulties, and subjective sleep quality during COVID-19","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Pittsburgh Sleep Quality Index; Sleep (system call); Psychology; Psychological resilience; Young adult; Coronavirus disease 2019 (COVID-19); Sleep onset; Clinical psychology; Medicine; Gerontology; Demography; Sleep quality; Developmental psychology; Insomnia; Psychiatry; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000607587,0.0002307266,0.0003174364,0.0005744047,0.0003996597,0.0005139295,0.0002447018,0.0002087087,0.002263032],"category_scores_gemma":[0.002595442,0.0001347494,0.0004135879,0.0004793507,0.0003227576,0.000250531,0.0008653125,0.0004628073,0.000156968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004584215,"about_ca_system_score_gemma":0.0003635344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01101357,"about_ca_topic_score_gemma":0.0161213,"domain_scores_codex":[0.9996744,0.00006303592,0.00004846762,0.00006188718,0.00007155845,0.00008069201],"domain_scores_gemma":[0.9985924,0.000172113,0.0006871571,0.00005765976,0.0001602213,0.0003304281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002600079,0.00001916821,0.9982076,0.00001311166,0.00004345427,0.00002346098,0.0001493089,0.0000231925,0.0001093405,0.00001165049,0.00005896308,0.001314587],"study_design_scores_gemma":[7.265535e-7,0.00002349408,0.9996214,0.000006899228,0.000004415741,0.00002532307,0.0001774188,0.00002826283,0.00002139425,0.000005509773,0.0000839391,0.000001205972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985648,0.0003054768,0.00006899021,0.00005357853,0.000009591107,0.00001637863,0.0005302482,0.000002950477,0.0004479814],"genre_scores_gemma":[0.9991307,0.0001256825,0.00007891707,0.00002007132,0.000005538866,0.00001639076,0.0004748933,8.833547e-7,0.0001468253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101357,"threshold_uncertainty_score":0.02189893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797363218350376,"score_gpt":0.3152571836670167,"score_spread":0.2972835514835129,"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."}}