{"id":"W3204669260","doi":"10.2147/nss.s327365","title":"Social Jetlag Changes During the COVID-19 Pandemic as a Predictor of Insomnia – A Multi-National Survey Study","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital; Université Laval; University Health Network; Institut Universitaire en Santé Mentale de Québec","funders":"Peking University; Diabetesfonden; Peking University People's Hospital; Svenska Sällskapet för Medicinsk Forskning; Vetenskapsrådet; Insamlingsstiftelsen Diabetes Wellness Network Sverige; Novo Nordisk Fonden; Swedish Cancer Foundation","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Insomnia; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social media; Family medicine; Psychiatry; Internal medicine; Virology; Outbreak; Disease; Infectious disease (medical specialty); World Wide Web","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":[0.0008727034,0.0002170302,0.0002750409,0.0006276593,0.0004294808,0.0004703157,0.000387695,0.0004931131,0.001026045],"category_scores_gemma":[0.001600992,0.0003667757,0.0005593786,0.000963032,0.0001858612,0.0004754752,0.0007543004,0.0006322339,0.0002207678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002520348,"about_ca_system_score_gemma":0.0002709582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009710856,"about_ca_topic_score_gemma":0.01608247,"domain_scores_codex":[0.9994909,0.0001899683,0.00007968314,0.0000896748,0.00007520723,0.00007453157],"domain_scores_gemma":[0.9985589,0.0001395589,0.0007523251,0.0001188771,0.000145064,0.0002852564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002743919,0.0000232224,0.9994507,0.000007603227,0.00003725702,0.00001488965,0.00008162157,0.000009529765,0.00008786948,0.000003306295,0.00003514446,0.0002212804],"study_design_scores_gemma":[0.000001045291,0.00003119918,0.999701,0.000002847782,0.000006002691,0.00002128786,0.0001542695,0.00004361534,0.000006085148,0.000001739283,0.00002977393,0.000001189567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990834,0.0000978284,0.00006280123,0.00002941625,0.000004638976,0.00001393954,0.000513853,0.000001791547,0.0001923432],"genre_scores_gemma":[0.9991715,0.00007720217,0.0000768874,0.00002311718,0.000006026274,0.00002115886,0.0005196454,0.000001393389,0.0001029992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009710856,"threshold_uncertainty_score":0.01930863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05399247933112306,"score_gpt":0.3812156464693247,"score_spread":0.3272231671382017,"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."}}