{"id":"W3188906144","doi":"10.1111/jsr.13465","title":"Sleep in adults from the UK during the first few months of the coronavirus outbreak","year":2021,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Demography; Outbreak; Sleep (system call); Psychology; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Gerontology; 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":[0.0005309808,0.0002888465,0.0006916902,0.0006969901,0.0008770244,0.001093514,0.0004227456,0.0007753168,0.001873067],"category_scores_gemma":[0.003330999,0.0003612422,0.0005167826,0.001317777,0.000330137,0.0007835384,0.000868928,0.000803079,0.0003751738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009567086,"about_ca_system_score_gemma":0.0007270728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1105959,"about_ca_topic_score_gemma":0.1988754,"domain_scores_codex":[0.9993994,0.0001233957,0.0001280169,0.0001120593,0.0001064946,0.0001304891],"domain_scores_gemma":[0.9984549,0.0001361904,0.0007241492,0.00005219431,0.0002683167,0.0003642553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003159457,0.00006511879,0.9840282,0.0001937584,0.00007490618,0.0007710032,0.007419334,0.00002301202,0.000437132,0.00001992187,0.001230812,0.005420954],"study_design_scores_gemma":[0.000005323292,0.0001370892,0.9956292,0.00006540731,0.00001091388,0.0002977648,0.003379205,0.00001483764,0.00001274509,0.000006607939,0.0004338222,0.000007161756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963058,0.001505726,0.00003039099,0.0003427188,0.0000499506,0.00004411102,0.0008348757,0.000003467384,0.0008829094],"genre_scores_gemma":[0.9971373,0.001342502,0.0000550264,0.0003773763,0.00004137133,0.00005168109,0.0005404908,0.000002533932,0.0004517232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105959,"threshold_uncertainty_score":0.2199044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892371736902618,"score_gpt":0.3497008464961797,"score_spread":0.3107771291271535,"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."}}