{"id":"W3210339563","doi":"10.1093/sleep/zsab258","title":"Prevalent, incident, and persistent insomnia in a population-based cohort tested before (2018) and during the first-wave of COVID-19 pandemic (2020)","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Cohort; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Population; Insomnia; Cohort study; Pediatrics; Psychiatry; Virology; Internal medicine; Outbreak; Environmental health; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005875735,0.0003286735,0.0002522219,0.0007889892,0.001095682,0.0006455354,0.000554823,0.0004149331,0.0009751386],"category_scores_gemma":[0.001197339,0.000445044,0.0004870921,0.0009911059,0.0003669856,0.0005604767,0.0006081855,0.0007257077,0.0002755976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486579,"about_ca_system_score_gemma":0.00152552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.355316,"about_ca_topic_score_gemma":0.3812499,"domain_scores_codex":[0.9996872,0.00003716929,0.00002676869,0.00008192047,0.00006709674,0.00009986063],"domain_scores_gemma":[0.9991739,0.00004238728,0.0002721034,0.00005723027,0.0002011093,0.0002533665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004715552,0.00002652422,0.9993599,0.000003669837,0.0000186749,0.00002306976,0.0001266217,0.000006384654,0.00007626911,0.000003250322,0.00009891006,0.0002096074],"study_design_scores_gemma":[0.000002962608,0.00004429333,0.99955,0.00000303625,0.000005153297,0.00002935349,0.0002693568,0.00002331256,0.000009039274,0.000001714662,0.00006009823,0.000001622942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981421,0.00004513353,0.00002887664,0.00002685991,0.00000565012,0.00003157576,0.001512,0.000002281099,0.0002054582],"genre_scores_gemma":[0.9976991,0.00006521383,0.00005258978,0.00004936952,0.000007182849,0.00004183197,0.001782137,0.000001756075,0.0003009266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.355316,"threshold_uncertainty_score":0.7064956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767070153471929,"score_gpt":0.2719469617505614,"score_spread":0.2542762602158421,"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."}}