{"id":"W2800863215","doi":"10.2147/ndt.s161085","title":"Aberrant brain functional connectome in patients with obstructive sleep apnea","year":2018,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Connectome; Default mode network; Medicine; Obstructive sleep apnea; Functional magnetic resonance imaging; Polysomnography; Montreal Cognitive Assessment; Functional connectivity; Neuroscience; Cognition; Resting state fMRI; Internal medicine; Psychiatry; Apnea; Cognitive impairment; Psychology; Radiology","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":[0.000177675,0.0001949538,0.0001188106,0.0008506556,0.0002041601,0.0002103677,0.0001183158,0.0002110359,0.0009070734],"category_scores_gemma":[0.0009585178,0.00007948837,0.0001236572,0.0003857033,0.000206668,0.0002882938,0.0001969894,0.0001287958,0.00004826452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155818,"about_ca_system_score_gemma":0.00009709318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185003,"about_ca_topic_score_gemma":0.002713306,"domain_scores_codex":[0.9999233,0.00001834077,0.000008172174,0.00002211075,0.00001714888,0.00001076819],"domain_scores_gemma":[0.9997315,0.00007601363,0.0001183794,0.00001551547,0.00002588881,0.00003275579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002824355,0.00004723574,0.9747189,0.00004649287,0.0001331217,0.0007606716,0.0003818834,0.001035966,0.01324421,0.0003074083,0.0001755128,0.008866299],"study_design_scores_gemma":[0.000005862273,0.00007635677,0.9957188,0.000004596719,0.00002375414,0.0009500824,0.0001549025,0.002265271,0.0003840725,0.0003219342,0.00009032972,0.000004047393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993619,0.00005695663,0.0003432153,0.00002053061,0.000001398325,0.000003823306,0.0000676469,0.000004969032,0.0001394729],"genre_scores_gemma":[0.9996742,0.00002345444,0.0001945969,0.000004436523,0.000001956414,0.000003256887,0.00007245237,6.434756e-7,0.00002498472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001185003,"threshold_uncertainty_score":0.003034413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417923820704601,"score_gpt":0.2192629518858368,"score_spread":0.2050837136787908,"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."}}