{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002501612,0.0002752028,0.0002991594,0.0009114454,0.0002951093,0.0005241018,0.0003380995,0.000475429,0.001308305],"category_scores_gemma":[0.002038545,0.0002009825,0.0004357863,0.000841068,0.0003989219,0.0003713345,0.0004760898,0.0007805947,0.0001244014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002681301,"about_ca_system_score_gemma":0.0003776359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006975799,"about_ca_topic_score_gemma":0.005427944,"domain_scores_codex":[0.9997548,0.00004581779,0.00003878875,0.00004368479,0.00004624668,0.00007063111],"domain_scores_gemma":[0.9988683,0.0002654311,0.0004861458,0.00003086863,0.00008574144,0.0002634743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007597774,0.00004335543,0.9982364,0.000009983765,0.00001891019,0.0004630451,0.000164271,0.00001804905,0.0002360999,0.00001598627,0.00002769404,0.0006902438],"study_design_scores_gemma":[0.000001240481,0.00005276069,0.9988351,0.000004249498,0.000009277181,0.0005855327,0.0004043571,0.00003500721,0.00002663818,0.00001202441,0.00003163063,0.000002078412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995168,0.0001642969,0.00001436615,0.00002348286,0.000003257977,0.000001740223,0.00008122038,9.156095e-7,0.0001939233],"genre_scores_gemma":[0.9996362,0.0001233651,0.00002990149,0.000007882567,0.000005035407,0.000003357847,0.0001046089,7.341885e-7,0.00008886436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006975799,"threshold_uncertainty_score":0.01387042,"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."}}