{"id":"W4306722722","doi":"10.1007/s00431-022-04651-0","title":"Sleep-disordered breathing symptoms and their association with structural and functional pulmonary changes in children born extremely preterm","year":2022,"lang":"en","type":"article","venue":"European Journal of Pediatrics","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Robarts Clinical Trials; Western University; SickKids Foundation; University of Toronto; Centre Hospitalier Universitaire Sainte-Justine; Children's Hospital of Eastern Ontario; Hospital for Sick Children; University of Ottawa","funders":"Lung Health Foundation","keywords":"Medicine; Bronchopulmonary dysplasia; Epworth Sleepiness Scale; Pediatrics; Pulmonary function testing; Univariate analysis; Gestational age; Sleep (system call); Sleep study; Cross-sectional study; Sleep apnea; Internal medicine; Physical therapy; Polysomnography; Apnea; Pregnancy; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007742195,0.0001246971,0.000139139,0.000290842,0.0003268616,0.0001235512,0.0001658468,0.00001313583,0.00002341154],"category_scores_gemma":[0.0002503045,0.00009689452,0.00002728397,0.0003714638,0.00004706125,0.0003272805,0.0001320902,0.0004011592,5.434923e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005942622,"about_ca_system_score_gemma":0.00003120096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001338674,"about_ca_topic_score_gemma":0.00000159762,"domain_scores_codex":[0.9983053,0.0005492049,0.0002493445,0.0002327885,0.0004756394,0.0001877804],"domain_scores_gemma":[0.9992131,0.0001441935,0.0004349206,0.00007461106,0.00004209935,0.00009110331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002442817,0.00007368151,0.9236738,0.00001401066,0.000006645311,0.0002843585,0.001453789,0.001131684,0.03543106,0.00007172763,0.0001012907,0.03751364],"study_design_scores_gemma":[0.001610465,0.001075353,0.9903222,0.000007318918,0.00002861952,0.002549177,0.0002747817,0.002204659,0.0009280106,0.00007305405,0.0006596369,0.0002666844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984676,0.0002617715,0.0001228307,0.0005102248,0.000237884,0.0001062513,0.00001976013,0.00001379864,0.0002598407],"genre_scores_gemma":[0.9990346,0.0001211819,0.00005259604,0.0004751035,0.0002254271,0.000001107041,0.000001384612,0.00001745519,0.00007110289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06664841,"threshold_uncertainty_score":0.3951244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392662663604154,"score_gpt":0.2020231918782271,"score_spread":0.1880965652421855,"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."}}