{"id":"W4214524248","doi":"10.3390/app12052414","title":"Sleep-Disordered Breathing Risk with Comorbid Insomnia Is Associated with Mild Cognitive Impairment","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; Leonard M. Miller School of Medicine; Genentech; National Institutes of Health; IXICO; McKnight Foundation; H. Lundbeck A/S; Servier; Eisai; Pfizer; Biogen; University of Miami; BioClinica; Northern California Institute for Research and Education; Evelyn F. McKnight Brain Research Foundation; F. Hoffmann-La Roche; Bristol-Myers Squibb; U.S. Department of Defense; Eli Lilly and Company; University of Southern California; Novartis Pharmaceuticals Corporation; Brain Research Foundation; Alzheimer's Association; Foundation for the National Institutes of Health; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics","keywords":"Insomnia; Medicine; Odds ratio; Logistic regression; Comorbidity; Risk factor; Psychiatry; Physical therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001120505,0.0003296791,0.0006194203,0.0009031714,0.0003361212,0.0006908801,0.0005606589,0.0004037247,0.003393087],"category_scores_gemma":[0.005341647,0.0002581129,0.0008046159,0.001024972,0.0003475363,0.0003309914,0.0006124413,0.0005145925,0.0002339129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331581,"about_ca_system_score_gemma":0.0005678282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031976,"about_ca_topic_score_gemma":0.0137567,"domain_scores_codex":[0.9994565,0.0001153113,0.00008659741,0.0001504317,0.0001327747,0.00005848872],"domain_scores_gemma":[0.9953331,0.0006511763,0.002823495,0.0002301534,0.0004312884,0.000530808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008830922,0.00001526621,0.996551,0.00007076517,0.0002175845,0.00004475746,0.00001879928,0.0000183555,0.00007241107,0.00001494519,0.00012724,0.002760619],"study_design_scores_gemma":[0.00000300912,0.00002553326,0.9995868,0.00002457965,0.00005651823,0.0001180438,0.00001848859,0.00004850378,0.000009893954,0.00002830528,0.0000785919,0.000001738139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879429,0.008075694,0.0002552219,0.0004014475,0.00006443224,0.00003238899,0.001017801,0.00002631208,0.002183859],"genre_scores_gemma":[0.9982961,0.0008092669,0.0001960516,0.00005822353,0.00007782889,0.00001178833,0.0003810891,0.000003363781,0.0001662116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01031976,"threshold_uncertainty_score":0.02051938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461636639315446,"score_gpt":0.2613911413872436,"score_spread":0.2467747749940891,"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."}}