{"id":"W4322617612","doi":"10.1002/ppul.26375","title":"Obstructive sleep apnea screening in children with asthma","year":2023,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; Asthma; Body mass index; Polysomnography; Sleep apnea; Apnea; Overweight; Apnea–hypopnea index; Logistic regression; Physical therapy; Hypopnea; Obesity; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002819784,0.0002346977,0.0004317495,0.001323699,0.00008200328,0.00001533482,0.0002274665,0.0002166376,0.0001199981],"category_scores_gemma":[0.0002641727,0.000204401,0.00006965538,0.002621466,0.0001710739,0.0001283872,0.0002057575,0.0007051102,0.0004484913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009525027,"about_ca_system_score_gemma":0.00005848865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001501426,"about_ca_topic_score_gemma":0.00002561034,"domain_scores_codex":[0.9976872,0.0001119151,0.0003066197,0.0006214724,0.0003935487,0.0008792412],"domain_scores_gemma":[0.9990238,0.0001550905,0.00009489495,0.0004092145,0.0001199355,0.0001970397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002568448,0.00006463316,0.9549491,0.00001775556,0.0001033637,0.0002926957,0.0001160063,0.0000694666,0.000105931,0.000149477,0.00005099775,0.04382371],"study_design_scores_gemma":[0.002292004,0.0003539372,0.9939571,0.000003238271,0.00006126014,0.0004936206,0.0002162379,0.002002061,0.0001228165,0.0002081983,0.00009329796,0.0001962536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960061,0.0002369173,0.0006953779,0.000798592,0.0001125997,0.0006792191,0.00001490659,0.0002422942,0.001213962],"genre_scores_gemma":[0.9969378,0.00005998162,0.001985884,0.00006218748,0.0005582418,0.0001039227,0.00008405143,0.00005677902,0.0001512233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04362746,"threshold_uncertainty_score":0.8335232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447613134393082,"score_gpt":0.273483939265155,"score_spread":0.2590078079212241,"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."}}