{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008894556,0.0002869618,0.0003165486,0.001082547,0.0003224313,0.0003010072,0.0003534933,0.0004315083,0.0029002],"category_scores_gemma":[0.003336447,0.0001216931,0.0002382078,0.0008485035,0.0003463159,0.0003118966,0.0004689638,0.0007160518,0.0004820739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003289281,"about_ca_system_score_gemma":0.0007557548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00599733,"about_ca_topic_score_gemma":0.007051305,"domain_scores_codex":[0.9993497,0.0001668155,0.00008944717,0.00007584646,0.0002260812,0.00009211338],"domain_scores_gemma":[0.9986817,0.0002491508,0.0005716156,0.00003457103,0.0002238299,0.0002391168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000268864,0.00003854511,0.9916728,0.00008311408,0.000005419972,0.0001143063,0.00004837481,0.00002333843,0.0001592986,0.00002105774,0.0009414589,0.006865386],"study_design_scores_gemma":[0.000006121821,0.00008707441,0.9983333,0.00007611856,0.000007432404,0.000468458,0.00009426057,0.00008897031,0.00007801014,0.00001668794,0.000741413,0.000002222925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756713,0.005902833,0.0005770043,0.002443269,0.0001662743,0.0008504929,0.00312096,0.00006636541,0.01120152],"genre_scores_gemma":[0.9937807,0.001807315,0.001341836,0.0005561453,0.00009351609,0.0003827138,0.001295287,0.000005016473,0.0007375352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00599733,"threshold_uncertainty_score":0.01192486,"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."}}