{"id":"W3198884317","doi":"","title":"Poor sleep behavior burden and risk of COVID-19 mortality and hospitalization:United Kingdom, March—December 2020","year":2021,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Sleep (system call); Pediatrics; Emergency medicine; Virology; Internal medicine; Outbreak; Disease; 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":[0.0004186141,0.0002363901,0.0003800115,0.0007908631,0.0005263654,0.00107945,0.0003860054,0.0007496311,0.004538789],"category_scores_gemma":[0.002480742,0.0003422668,0.0006231769,0.002043471,0.0002825371,0.0007164034,0.001140145,0.000882141,0.0007613915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00178866,"about_ca_system_score_gemma":0.001428144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3205198,"about_ca_topic_score_gemma":0.5170519,"domain_scores_codex":[0.9996526,0.00004943704,0.00007063938,0.00004694526,0.00005683867,0.000123445],"domain_scores_gemma":[0.9980358,0.00009949954,0.000990156,0.00004707108,0.0002913028,0.0005361947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002878924,0.00001562655,0.9920928,0.00006766806,0.00009282627,0.00007880363,0.0001794787,0.00004998131,0.00007714902,0.00003784488,0.004599439,0.002420546],"study_design_scores_gemma":[0.00000445356,0.00001347065,0.9992098,0.00002889284,0.00000770418,0.00003583065,0.0002240862,0.00001800054,0.000006232446,0.000005043027,0.0004437832,0.000002705069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498795,0.006252861,0.000100467,0.003203409,0.0002255487,0.00002898438,0.0362226,0.00002553978,0.004061086],"genre_scores_gemma":[0.985751,0.001899369,0.0000889338,0.0004161098,0.00007642337,0.00003125143,0.009309159,0.00001100794,0.002416812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3205198,"threshold_uncertainty_score":0.6373083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1993801027845307,"score_gpt":0.4282805820819803,"score_spread":0.2289004792974496,"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."}}