{"id":"W3017134005","doi":"10.2147/nss.s226834","title":"<p>The Relationship of Sleep Duration with Ethnicity and Chronic Disease in a Canadian General Population Cohort</p>","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University Health Network","funders":"","keywords":"Medicine; Ethnic group; Demography; Cohort; Sleep (system call); Population; Cohort study; Univariate analysis; Gerontology; Multivariate analysis; Internal medicine; Environmental health","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":[0.001037899,0.0004184748,0.0003965512,0.001362683,0.002431484,0.0009751428,0.0009974065,0.0004898601,0.002198545],"category_scores_gemma":[0.001774078,0.0003406834,0.0007859257,0.003170824,0.0005136918,0.0004057679,0.0006884352,0.0006803471,0.0002676129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01141551,"about_ca_system_score_gemma":0.01539253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9894606,"about_ca_topic_score_gemma":0.9895887,"domain_scores_codex":[0.9993568,0.00004260446,0.00003614586,0.0001322061,0.0002110767,0.0002211607],"domain_scores_gemma":[0.9985994,0.00006055164,0.0002117939,0.00007885178,0.0006974555,0.0003520256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000633763,0.00002299735,0.9966948,0.00002417622,0.00006799291,0.0000437954,0.000217457,0.00003315695,0.0001057873,0.00004210116,0.001091073,0.001593255],"study_design_scores_gemma":[0.000005769466,0.00001225156,0.9993119,0.000009522881,0.00002034638,0.00002345851,0.000204008,0.0001245654,0.000012439,0.000008754626,0.0002620534,0.000004831312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892656,0.0005598111,0.0001231947,0.0003343933,0.00001539562,0.00006742042,0.007717044,0.00001388796,0.001903325],"genre_scores_gemma":[0.9943954,0.0004153049,0.0002522728,0.0001427212,0.000010556,0.00004117742,0.003994466,0.000006205783,0.0007420027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01141551,"threshold_uncertainty_score":0.08282572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105612669835399,"score_gpt":0.2689865554245717,"score_spread":0.2579304287262177,"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."}}