{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003555555,0.0003279377,0.000400482,0.0001609496,0.0005343458,0.00006895518,0.0002437705,0.0003955391,0.002034561],"category_scores_gemma":[0.0004798049,0.0003069982,0.0001570586,0.0006189837,0.0003579673,0.000133337,0.0001805705,0.0005071051,0.0003146189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558342,"about_ca_system_score_gemma":0.00006754635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007527454,"about_ca_topic_score_gemma":0.0004577052,"domain_scores_codex":[0.9969985,0.0005166508,0.0004908284,0.000965154,0.0003385347,0.0006902817],"domain_scores_gemma":[0.9982855,0.0002884843,0.0001679792,0.0006993338,0.0001125938,0.0004461533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002827083,0.004339156,0.7626804,0.0005624739,0.004874961,0.002895608,0.0841658,0.002780652,0.01176734,0.06279945,0.01013814,0.05016899],"study_design_scores_gemma":[0.01346688,0.0002196452,0.9129247,0.00004413164,0.0004638538,0.0004015104,0.04379411,0.0002415015,0.001800086,0.003967711,0.02109959,0.001576301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582757,0.006825469,0.0006188376,0.001519592,0.001472472,0.0003252597,0.00003970793,0.0002573994,0.03066553],"genre_scores_gemma":[0.9939843,0.0002241154,0.000127091,0.001084937,0.0001502094,0.00006275969,0.00004995758,0.00004346225,0.004273189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1502443,"threshold_uncertainty_score":0.9999382,"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."}}