{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002235528,0.0001402693,0.0002030019,0.0001008404,0.0001335287,0.0000166779,0.00007727073,0.0001682381,0.0003197916],"category_scores_gemma":[0.0001840991,0.0001109894,0.000069453,0.0002833074,0.0001108542,0.000039632,0.0000653195,0.0002083994,0.000005324454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102147,"about_ca_system_score_gemma":0.00004375076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198254,"about_ca_topic_score_gemma":0.003051003,"domain_scores_codex":[0.9988332,0.0001312731,0.000313473,0.0003483661,0.0001513458,0.0002223446],"domain_scores_gemma":[0.9992969,0.0001371564,0.0001268639,0.0003011089,0.00003649289,0.0001014453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007642776,0.0001220501,0.9945381,0.0001059771,0.0001937921,0.0000486534,0.003829834,0.0002609437,0.00004305374,0.00005322133,0.00005726458,0.000670633],"study_design_scores_gemma":[0.002822082,0.00006078271,0.9937814,0.00004082424,0.0001791548,0.0001043095,0.001463872,0.0008600109,0.000005855164,0.0001268727,0.0004357096,0.0001190669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943774,0.003805633,0.00001071547,0.0007702816,0.000191107,0.0004318085,0.00001764536,0.00003238314,0.0003630523],"genre_scores_gemma":[0.9989693,0.0001682792,0.00001919937,0.0004399322,0.00002277141,0.00004336785,0.00003588065,0.000016935,0.0002843181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004591943,"threshold_uncertainty_score":0.4526015,"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."}}