{"id":"W3089149376","doi":"10.1007/s41782-020-00111-7","title":"Elderly as a High-risk Group during COVID-19 Pandemic: Effect of Circadian Misalignment, Sleep Dysregulation and Melatonin Administration","year":2020,"lang":"en","type":"review","venue":"Sleep and Vigilance","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"NoNO (Canada); University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Melatonin; Circadian rhythm; Chronotherapy (sleep phase); Evening; Circadian clock; Coronavirus disease 2019 (COVID-19); Medicine; Pandemic; Dark therapy; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003724768,0.000568057,0.00142763,0.0001862555,0.0003156667,0.0001067644,0.0002105025,0.0004177144,0.00002305287],"category_scores_gemma":[0.0005986581,0.0005084415,0.0002188119,0.0003953036,0.0002307896,0.0002230087,0.0000855263,0.0004931432,0.00002699356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462716,"about_ca_system_score_gemma":0.0001255773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004792928,"about_ca_topic_score_gemma":0.00002123522,"domain_scores_codex":[0.9968629,0.0005771909,0.0007043746,0.001090091,0.0003466228,0.0004187876],"domain_scores_gemma":[0.9975117,0.0007426242,0.000777135,0.0003825457,0.00001305981,0.0005729428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002117283,0.00004978265,0.008509293,0.02062955,0.0001280529,0.0002196016,0.0005950176,0.000005546469,0.0009255931,0.007636448,0.00001940116,0.96107],"study_design_scores_gemma":[0.004994075,0.00328293,0.00299725,0.005874963,0.002213832,0.002523788,0.00004051194,0.000311392,0.00783367,0.0004637807,0.9674354,0.002028437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1940609,0.8036208,0.00008161712,0.0000585267,0.0002758769,0.00140398,0.0001898492,0.0001251925,0.0001832846],"genre_scores_gemma":[0.3578889,0.6416445,0.00002127368,0.00006388312,0.0001472125,0.0000893831,0.00004213011,0.00004485096,0.00005788734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.967416,"threshold_uncertainty_score":0.9997367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780058127735974,"score_gpt":0.3103882520978766,"score_spread":0.2825876708205168,"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."}}