{"id":"W4385980069","doi":"10.1038/s41380-023-02214-9","title":"Resting-state functional connectivity changes in older adults with sleep disturbance and the role of amyloid burden","year":2023,"lang":"en","type":"article","venue":"Molecular Psychiatry","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; University of Southern California; Biogen; BioClinica; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; National Institute of Mental Health; Novartis Pharmaceuticals Corporation; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb; National Institute on Aging; Alzheimer's Association; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Default mode network; Sleep disorder; Neuroimaging; Resting state fMRI; Psychology; Sleep (system call); Neuroscience; Biomarker; Disease; Psychiatry; Functional connectivity; Cognition; Medicine; 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":[0.0001887445,0.0002700895,0.000230499,0.0003878113,0.000280877,0.0004509831,0.0001692122,0.000384817,0.001000383],"category_scores_gemma":[0.0009572747,0.0001263628,0.000182944,0.0004338357,0.0002399864,0.0004707217,0.000217048,0.0002969608,0.00009422205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698313,"about_ca_system_score_gemma":0.0001142778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004511711,"about_ca_topic_score_gemma":0.01211168,"domain_scores_codex":[0.9999522,0.000009903603,0.000006568151,0.00001484378,0.000006279225,0.0000102252],"domain_scores_gemma":[0.9997554,0.00004515383,0.000121442,0.00001717408,0.00002423763,0.00003655033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001912566,0.0001713909,0.9738758,0.00007523518,0.0004973838,0.00107189,0.000883218,0.0002898886,0.009292034,0.0001811264,0.0002559916,0.01149342],"study_design_scores_gemma":[0.000006217012,0.00008945375,0.9992365,0.000002894882,0.0000278951,0.0002061082,0.0001284031,0.0000998219,0.00007231285,0.00009020041,0.00003853942,0.000001721035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992119,0.0002475121,0.00006214147,0.00003150282,0.000002671559,0.000003307365,0.0001234036,0.000001827117,0.000315774],"genre_scores_gemma":[0.9995085,0.0001343113,0.00005946633,0.00001866069,0.000009004707,0.000004778379,0.0001481817,8.604581e-7,0.0001161866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004511711,"threshold_uncertainty_score":0.008970916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007625061459304677,"score_gpt":0.2110806784407236,"score_spread":0.2034556169814189,"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."}}