{"id":"W4221135034","doi":"10.3389/fneur.2022.801121","title":"The Effects of CPAP Treatment on Resting-State Network Centrality in Obstructive Sleep Apnea Patients","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Internal medicine; Superior frontal gyrus; Cardiology; Montreal Cognitive Assessment; Sleep apnea; Superior temporal gyrus; Magnetic resonance imaging; Anesthesia; Functional magnetic resonance imaging; Cognitive impairment; 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":[0.0001885564,0.0001629055,0.000185886,0.000231378,0.0002564831,0.0002537603,0.0001244019,0.0001700237,0.0007082246],"category_scores_gemma":[0.001678462,0.00004975119,0.0001874157,0.0002479945,0.0001040284,0.0002529518,0.0001875651,0.0001844207,0.00003432533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002500508,"about_ca_system_score_gemma":0.0001532631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003567929,"about_ca_topic_score_gemma":0.007475894,"domain_scores_codex":[0.9999052,0.00002840425,0.000009145796,0.00002290315,0.00001477866,0.00001945453],"domain_scores_gemma":[0.9994412,0.0001976293,0.0001320447,0.00002394314,0.00005819689,0.0001470158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005213127,0.0006515753,0.9033013,0.0001494556,0.0006969883,0.0004327992,0.0005316215,0.001080149,0.008791579,0.0001184519,0.0004960428,0.07853687],"study_design_scores_gemma":[0.00001525883,0.0003039782,0.9986079,0.000004378531,0.00004608327,0.00006723973,0.00008518417,0.0005465512,0.0001715833,0.00005194388,0.00009611277,0.000003677151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991395,0.0002605584,0.00006885733,0.00004161963,0.000006059737,0.000006968637,0.0001074666,0.000002752675,0.0003661206],"genre_scores_gemma":[0.9997688,0.00006185691,0.00005034003,0.000007506843,0.000004012689,0.000005057521,0.00007368338,4.254433e-7,0.00002824542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003567929,"threshold_uncertainty_score":0.007094324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007948743971020016,"score_gpt":0.2494451216904262,"score_spread":0.2414963777194062,"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."}}