{"id":"W4390457858","doi":"10.1016/j.sleep.2023.12.023","title":"Sleep disorders and mortality: A prospective study in the Canadian longitudinal study on aging","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre","funders":"Eisai Canada; Canadian Institutes of Health Research; Parkinson Canada; Canada Foundation for Innovation; National Institutes of Health; Government of Canada; R. Howard Webster Foundation; International Parkinson and Movement Disorder Society; Fonds de Recherche du Québec - Santé; Michael J. Fox Foundation for Parkinson's Research","keywords":"Insomnia; Medicine; Somnolence; Prospective cohort study; Depression (economics); Body mass index; Sleep apnea; Anxiety; Population; Obstructive sleep apnea; Pediatrics; Internal medicine; Psychiatry; Adverse effect","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":[0.001294879,0.0002357436,0.0002964493,0.0006199161,0.0003122144,0.00002359563,0.0002619731,0.00008989208,0.0002049162],"category_scores_gemma":[0.0001148389,0.0001503473,0.00003095165,0.001391053,0.000212408,0.00004142509,0.00003693946,0.0005601885,0.0001337965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008517128,"about_ca_system_score_gemma":0.0000233195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.250619,"about_ca_topic_score_gemma":0.7915459,"domain_scores_codex":[0.997795,0.0003416447,0.0003034905,0.0005690114,0.0004514454,0.0005394515],"domain_scores_gemma":[0.9990528,0.0002110477,0.00005863129,0.0004976203,0.00002794831,0.0001519124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003952623,0.0008231309,0.898522,0.000003075601,0.000582957,0.0004665298,0.09221675,0.00002131339,3.24263e-7,0.0005611389,0.0006828595,0.006080387],"study_design_scores_gemma":[0.004510914,0.001402713,0.807245,0.00001660054,0.0002303997,0.000004906444,0.1855908,0.00005200489,5.491455e-8,0.0006682522,0.0001458695,0.0001324226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966802,0.000350415,0.000003554816,0.004808819,0.0008057787,0.002282637,0.000002856541,0.00008091784,0.024863],"genre_scores_gemma":[0.998838,0.00001742602,4.793612e-7,0.000504169,0.0001395889,0.0003033158,0.00001008523,0.00002762551,0.0001592767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5409269,"threshold_uncertainty_score":0.7543712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04866992422179445,"score_gpt":0.3677728525832555,"score_spread":0.319102928361461,"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."}}