{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003541773,0.0004403747,0.0004737653,0.002753352,0.0019141,0.00178156,0.001334472,0.000926053,0.005142162],"category_scores_gemma":[0.002157116,0.0002980852,0.001347661,0.00677833,0.000490424,0.0007861955,0.0009759589,0.001535273,0.0006579377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02802944,"about_ca_system_score_gemma":0.0483837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945814,"about_ca_topic_score_gemma":0.996409,"domain_scores_codex":[0.9988719,0.00003137022,0.00009480822,0.0001113506,0.0003305644,0.0005600541],"domain_scores_gemma":[0.9959242,0.00009246471,0.0007836254,0.00003194557,0.002361928,0.0008059399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002927476,0.00006409956,0.9696475,0.0002273008,0.0001958215,0.0001961349,0.0004035445,0.0003926396,0.0002000367,0.0002637907,0.0188639,0.009252519],"study_design_scores_gemma":[0.0000114185,0.0000246705,0.9939312,0.00009110747,0.00004517555,0.0001191609,0.001127202,0.0003486426,0.00005659954,0.00002533496,0.004202676,0.00001693373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8302556,0.008605741,0.0003329254,0.004756641,0.0002716649,0.0001083801,0.137016,0.0002446627,0.01840833],"genre_scores_gemma":[0.9516492,0.004270099,0.0004018134,0.001096289,0.00006535419,0.00006332847,0.03438269,0.00003740255,0.008033698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02802944,"threshold_uncertainty_score":0.2033688,"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."}}