{"id":"W3102870823","doi":"10.1111/jsr.13206","title":"Sleep and circadian problems during the coronavirus disease 2019 (COVID‐19) pandemic: the International COVID‐19 Sleep Study (ICOSS)","year":2020,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Toronto; Institut Universitaire en Santé Mentale de Québec; University Health Network","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Sleep (system call); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Psychology; Family medicine; Environmental health; Infectious disease (medical specialty); Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004373132,0.000282952,0.0003532729,0.0003912095,0.001066587,0.0003339493,0.001843211,0.0001904704,0.002124174],"category_scores_gemma":[0.001782759,0.0001648136,0.0002263926,0.0007233448,0.0006873094,0.0002669714,0.0004963555,0.002712339,0.0002548983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00036167,"about_ca_system_score_gemma":0.0003315056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005339734,"about_ca_topic_score_gemma":0.0001768161,"domain_scores_codex":[0.9946575,0.001393698,0.0008494968,0.0005401312,0.00177313,0.0007860686],"domain_scores_gemma":[0.995607,0.001288245,0.0003899929,0.0005420976,0.0003993285,0.001773392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004464126,0.001580178,0.896736,0.000083887,0.003861767,0.001678891,0.04702407,0.004200222,0.0004678767,0.0007893106,0.008454648,0.03065906],"study_design_scores_gemma":[0.02782782,0.002654549,0.5730748,0.00008082531,0.0008310322,0.001611035,0.08255181,0.004377618,0.00001173123,0.00390106,0.3021012,0.0009765223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289252,0.009901498,0.0002106341,0.05648955,0.0009979791,0.001401985,0.00003961952,0.00004865621,0.001984859],"genre_scores_gemma":[0.9944178,0.001077831,0.000009609696,0.002824979,0.0008097306,0.00006645634,0.000006001444,0.00005372453,0.0007338209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3236612,"threshold_uncertainty_score":0.9995884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1802336815661652,"score_gpt":0.4318851657567597,"score_spread":0.2516514841905945,"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."}}