{"id":"W4291115279","doi":"10.1016/j.sleep.2022.08.006","title":"Years of life gained when meeting sleep duration recommendations in Canada","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Institut Universitaire en Santé Mentale de Québec; Université Laval; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Agricultural Research Institute of Ontario; University of Ottawa","funders":"Canadian Institutes of Health Research; CHEO Research Institute","keywords":"Duration (music); Life expectancy; Sleep (system call); Demography; Gerontology; Longevity; Medicine; Expectancy theory; Psychology; Environmental health; Population","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":[0.0006084563,0.0001268687,0.0003653675,0.0005220399,0.002640359,0.00184736,0.001073899,0.0009877068,0.005259887],"category_scores_gemma":[0.005042291,0.0002174824,0.0008239764,0.001680962,0.0003664545,0.0004679102,0.0007263366,0.002245025,0.0002666133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05209846,"about_ca_system_score_gemma":0.1090104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969943,"about_ca_topic_score_gemma":0.998857,"domain_scores_codex":[0.9983973,0.0001066566,0.00008211196,0.0001136007,0.0004499088,0.0008504442],"domain_scores_gemma":[0.9965895,0.0001680155,0.0003096515,0.00003087124,0.001155141,0.001746917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000881768,0.000382415,0.8396636,0.00027685,0.0003593464,0.0007334362,0.002152454,0.001783825,0.0003073808,0.003119548,0.07017695,0.08016243],"study_design_scores_gemma":[0.0002204031,0.0001667853,0.9554524,0.0006070274,0.0001890998,0.0002755798,0.006734703,0.001925256,0.000136699,0.0004354014,0.03378291,0.00007355003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8821491,0.007253257,0.0003549951,0.03930797,0.001040354,0.0002330578,0.01516233,0.00006349567,0.05443539],"genre_scores_gemma":[0.979233,0.003237629,0.0004860346,0.003682781,0.00007567891,0.00005464522,0.002476136,0.00001988442,0.01073439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05209846,"threshold_uncertainty_score":0.3780026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478489472856838,"score_gpt":0.2616759469675637,"score_spread":0.2468910522389953,"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."}}