{"id":"W3193952991","doi":"10.1093/sleep/zsab216","title":"Evening-types show highest increase of sleep and mental health problems during the COVID-19 pandemic—multinational study on 19 267 adults","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Toronto Western Hospital; University of Toronto; University Health Network","funders":"Peking University People's Hospital; Novo Nordisk Fonden; Peking University; Academy of Finland; Mississippi State University","keywords":"Coronavirus disease 2019 (COVID-19); Evening; Pandemic; 2019-20 coronavirus outbreak; Mental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sleep (system call); Psychiatry; Multinational corporation; Psychology; Medicine; Virology; Political science; Disease; Outbreak; Internal medicine; Infectious disease (medical specialty)","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":[0.0004740145,0.0003370514,0.0002490413,0.000440958,0.0006322206,0.0004764333,0.0003650246,0.0002678809,0.001739111],"category_scores_gemma":[0.0005610444,0.0002962383,0.0005276444,0.0007063571,0.000170931,0.0003365676,0.0005465374,0.0004813576,0.0004301051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003238842,"about_ca_system_score_gemma":0.0003607389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0198072,"about_ca_topic_score_gemma":0.02914988,"domain_scores_codex":[0.9997582,0.00006004383,0.00002590482,0.00006373614,0.00003053463,0.00006161768],"domain_scores_gemma":[0.9995152,0.00002671805,0.0002013795,0.0000533855,0.00006367418,0.0001397408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006955208,0.00002256234,0.9990393,0.000007989633,0.00002052098,0.00002433906,0.00014273,0.000007306161,0.0001269686,0.000005821575,0.0001865839,0.000346434],"study_design_scores_gemma":[0.000003390565,0.00003302193,0.9992859,0.00000449464,0.000007860612,0.00003877544,0.0004651631,0.00002656387,0.00001927402,0.00000303521,0.0001110945,0.000001474702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981364,0.00008522152,0.0000596591,0.00002964698,0.000008569116,0.00002159061,0.001284863,0.000002303032,0.0003716768],"genre_scores_gemma":[0.997951,0.00007172248,0.00007509609,0.00005227574,0.00001093663,0.00003911376,0.00138458,0.000003648385,0.0004116119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0198072,"threshold_uncertainty_score":0.03938377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192158053743152,"score_gpt":0.3140752192484451,"score_spread":0.2921536387110136,"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."}}