{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001189917,0.00008472617,0.0001467063,0.0001295096,0.0003029459,0.00001724095,0.0002629692,0.0002026972,0.0001094434],"category_scores_gemma":[0.0008115006,0.00005757865,0.00003231344,0.0008267098,0.0006214897,0.00005974017,0.00009015551,0.0003486799,0.000002619531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000305204,"about_ca_system_score_gemma":0.000228788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002034484,"about_ca_topic_score_gemma":0.0009400472,"domain_scores_codex":[0.9986778,0.0001681564,0.0001556965,0.000294535,0.0005220186,0.0001817551],"domain_scores_gemma":[0.9991947,0.0002027142,0.0001105558,0.0001310342,0.0002908842,0.00007012523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001916064,0.000966694,0.957571,0.00002511478,0.0002684504,0.00001694272,0.03158022,0.00002013902,0.006078747,0.001332063,0.0004930792,0.001455903],"study_design_scores_gemma":[0.002516018,0.0001025831,0.9897448,0.000004845237,0.00003792399,0.00002589277,0.006739239,0.00004964435,0.0001670665,0.0002351175,0.0002891182,0.00008772927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959738,0.001684557,0.000005462295,0.0007296064,0.0003150502,0.0001947307,0.00003122897,0.00001463548,0.001050932],"genre_scores_gemma":[0.9992092,0.00004451238,0.00001453718,0.0003967227,0.00004539161,0.00001063933,0.000004296724,0.000004735313,0.0002700095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03217378,"threshold_uncertainty_score":0.2347989,"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."}}