{"id":"W4378673932","doi":"10.1093/sleep/zsad077.0886","title":"0886 Daytime Sleepiness in the Development of Alzheimer's Disease","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Psychology; Excessive daytime sleepiness; Audiology; Medicine; Cognition; Polysomnography; Psychiatry; Sleep disorder; Apnea","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004658847,0.00031953,0.0002831603,0.001296962,0.0004124952,0.0006728753,0.0003048108,0.0004430845,0.004581961],"category_scores_gemma":[0.001691898,0.0001325903,0.0003853574,0.001255897,0.0002082299,0.0003672612,0.0003864158,0.0006208787,0.0005588756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120458,"about_ca_system_score_gemma":0.0002769832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003630986,"about_ca_topic_score_gemma":0.003713431,"domain_scores_codex":[0.9997488,0.00006212566,0.00004380121,0.00004577562,0.00006189739,0.00003762173],"domain_scores_gemma":[0.9982197,0.0002370171,0.0008008418,0.00005545886,0.0002351116,0.0004518702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001108538,0.00003344228,0.9956012,0.00002834485,0.00004456992,0.0002886741,0.00002764863,0.00001549189,0.000105084,0.00001729803,0.0001952114,0.003532219],"study_design_scores_gemma":[0.000002811069,0.0000579831,0.9991647,0.00001229555,0.00001366616,0.0004815723,0.00003068817,0.00002847363,0.000011458,0.00001799993,0.0001768522,0.000001420744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982908,0.009251294,0.0001198871,0.0003503264,0.0001725205,0.00001843283,0.0009256779,0.00001713608,0.006236842],"genre_scores_gemma":[0.9976923,0.001167705,0.00009117871,0.00004005068,0.0001362118,0.000005708753,0.0003056029,0.000001997691,0.0005592777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004581961,"threshold_uncertainty_score":0.01532817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109175967733884,"score_gpt":0.3117824452825828,"score_spread":0.2806906856052439,"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."}}