{"id":"W4404412929","doi":"10.1016/j.sleep.2024.11.025","title":"Trends in nighttime insomnia symptoms in Canada from 2007 to 2021","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Concordia University; Royal Ottawa Mental Health Centre; Institut Universitaire de Gériatrie de Montréal; Université Laval; Toronto Metropolitan University; Children's Hospital of Eastern Ontario","funders":"","keywords":"Insomnia; Coronavirus disease 2019 (COVID-19); Medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001659798,0.000184076,0.0003024992,0.0007184769,0.00001599221,0.000006356503,0.0001921034,0.0001444862,0.03531302],"category_scores_gemma":[0.00003165035,0.0001443325,0.00003043446,0.001425834,0.00004313684,0.00003467274,0.00002961944,0.0004366175,0.0007284499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003534187,"about_ca_system_score_gemma":0.0001238996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9221391,"about_ca_topic_score_gemma":0.9125329,"domain_scores_codex":[0.9983903,0.00007816619,0.0003924393,0.0004520236,0.0002575422,0.0004295897],"domain_scores_gemma":[0.9993148,0.0001575781,0.00002257619,0.0003085507,0.00001284109,0.0001836286],"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":[0.0001152093,0.0001301116,0.04325671,0.000007580361,0.0003915385,0.002267266,0.007763719,0.0001369684,0.00009305291,0.0005576288,0.3702694,0.5750108],"study_design_scores_gemma":[0.009610758,0.0004144705,0.3686934,0.00104564,0.0002543767,0.00002301779,0.008155455,0.00171856,0.00002695738,0.0006894128,0.6085827,0.0007851968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8397629,0.0214051,0.00003050949,0.01376744,0.008450377,0.0001807128,0.00002948543,0.00004521924,0.1163283],"genre_scores_gemma":[0.9922364,0.0000685758,0.00001406757,0.002113464,0.0004636866,0.00003378547,0.0001112582,0.00003106097,0.004927744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5742256,"threshold_uncertainty_score":0.9655688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007059556086948277,"score_gpt":0.2712077726707802,"score_spread":0.2641482165838319,"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."}}