{"id":"W2507956535","doi":"10.1186/s40248-016-0071-2","title":"The effect of positive airway pressure therapy on neurocognitive functions, depression and anxiety in obesity hypoventilation syndrome","year":2016,"lang":"en","type":"article","venue":"Multidisciplinary Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kocaeli Üniversitesi","keywords":"Obesity hypoventilation syndrome; Neurocognitive; Anxiety; Depression (economics); Medicine; Obesity; Hypoventilation; Continuous positive airway pressure; Airway; Positive airway pressure; Anesthesia; Psychology; Psychiatry; Internal medicine; Cognition; Respiratory system; Obstructive sleep 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":[0.0001926093,0.0002151764,0.0002878754,0.0001711288,0.0001765543,0.0001766953,0.00008027311,0.0001882234,0.0004817949],"category_scores_gemma":[0.0005171164,0.00005438206,0.0003547179,0.00008932616,0.0001161273,0.00009858507,0.0001271034,0.0002755719,0.00004359462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109283,"about_ca_system_score_gemma":0.0001198432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006514777,"about_ca_topic_score_gemma":0.001373724,"domain_scores_codex":[0.9998735,0.00005540868,0.00001442651,0.0000113784,0.00002300132,0.00002224543],"domain_scores_gemma":[0.9998266,0.00005689411,0.00004070893,0.000006259,0.00001409503,0.00005548582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01886859,0.006852828,0.7144156,0.0005906363,0.001094119,0.002110988,0.0003939487,0.0004136311,0.01877587,0.00008028866,0.0005168239,0.2358866],"study_design_scores_gemma":[0.0002543306,0.01184089,0.9856924,0.0000240426,0.0002237279,0.0006327702,0.0001266663,0.0002063137,0.0006083467,0.00003681317,0.0003478542,0.000005824701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974158,0.002068069,0.00003189601,0.00003880776,0.00001236999,0.00001055822,0.0000220087,0.000002051259,0.0003984717],"genre_scores_gemma":[0.9990485,0.000646227,0.00008143636,0.00004784526,0.00002304922,0.00001114356,0.00003723894,3.257909e-7,0.0001041975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006514777,"threshold_uncertainty_score":0.00161171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703042166563501,"score_gpt":0.3057429688446934,"score_spread":0.2887125471790584,"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."}}