{"id":"W2973447089","doi":"10.3390/clockssleep1040035","title":"Association between Co-Morbidities and the Prevalence of Excessive Daytime Sleepiness over a Four-Year Period","year":2019,"lang":"en","type":"article","venue":"Clocks & Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Demography; Epworth Sleepiness Scale; Logistic regression; Excessive daytime sleepiness; Medicine; Depression (economics); Population; Generalized estimating equation; Gerontology; Internal medicine; Psychiatry; Insomnia; Sleep disorder","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004126597,0.0001669624,0.0003270281,0.00007019169,0.00009834351,0.00002845832,0.0002484944,0.0002717063,0.003234101],"category_scores_gemma":[0.00009992914,0.000119257,0.0001084112,0.000155377,0.0002239174,0.0001003696,0.00006165017,0.0002827439,0.0003378285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003873864,"about_ca_system_score_gemma":0.0000186749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000109112,"about_ca_topic_score_gemma":0.000003331744,"domain_scores_codex":[0.9985947,0.0002329811,0.0003057664,0.0003018708,0.0002760864,0.0002885901],"domain_scores_gemma":[0.9986654,0.000482227,0.0003323744,0.0003775339,0.00009236656,0.00005007742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000216635,0.00008202952,0.9779325,0.0001323343,0.001580038,0.000004132365,0.009618567,0.00002034567,0.00005977363,0.002221242,0.004882243,0.003250209],"study_design_scores_gemma":[0.01064499,0.0001977808,0.9749562,0.000098998,0.001187665,0.000008814855,0.003342495,0.0002086779,0.0001343547,0.001361869,0.007457945,0.0004002526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645849,0.00167526,0.00003950936,0.0006121371,0.000671168,0.00048221,0.00006665327,0.00004223865,0.03182592],"genre_scores_gemma":[0.9876103,0.0001526046,0.00001066486,0.0001231244,0.0001550264,0.00003504125,0.0000145473,0.0000239875,0.01187466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02302545,"threshold_uncertainty_score":0.9976771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009740171732451265,"score_gpt":0.2668889475667635,"score_spread":0.2571487758343122,"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."}}