{"id":"W2972005975","doi":"10.1002/ppul.24380","title":"Treatment and persistence/recurrence of sleep‐disordered breathing in children with Down syndrome","year":2019,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Institute for Clinical Evaluative Sciences; Children's Hospital of Eastern Ontario; Hospital for Sick Children; University of Ottawa","funders":"","keywords":"Medicine; Polysomnography; Retrospective cohort study; Continuous positive airway pressure; Obstructive sleep apnea; Pediatrics; Cohort; Central sleep apnea; Sleep study; Overlap syndrome; Apnea–hypopnea index; Body mass index; Apnea; Sleep apnea; Internal medicine; COPD","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":[0.0005388968,0.0002091438,0.0003176541,0.0006084617,0.0004040618,0.0004297151,0.0003272993,0.0003962098,0.0009968593],"category_scores_gemma":[0.002577369,0.0002171536,0.0005664981,0.000703201,0.0002105401,0.0003771846,0.000338695,0.0006203957,0.00009874549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004745563,"about_ca_system_score_gemma":0.0003996238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009927378,"about_ca_topic_score_gemma":0.01435452,"domain_scores_codex":[0.9995008,0.00009030441,0.00007119998,0.00009759245,0.0001476111,0.00009245879],"domain_scores_gemma":[0.998415,0.0002274518,0.001035122,0.00003939195,0.00009891355,0.0001840955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002566778,0.00001298336,0.9991103,0.000005983665,0.00001454944,0.00005381233,0.00003160662,0.000007327153,0.00006147062,0.000001366365,0.00002556913,0.0006493328],"study_design_scores_gemma":[0.000002822061,0.00006445808,0.9992971,0.000009910453,0.00001402107,0.0004141607,0.00008842556,0.0000307886,0.00003684899,0.000001323748,0.00003891145,0.000001136432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991353,0.0005340531,0.00001728571,0.00003643518,0.000004350467,0.000003710542,0.0001817502,0.000001981802,0.0000849971],"genre_scores_gemma":[0.9991721,0.0003685436,0.00006413327,0.00002064086,0.000005462844,0.000008567028,0.0002983551,0.000001363204,0.00006082414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009927378,"threshold_uncertainty_score":0.01973921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124930707024632,"score_gpt":0.2461083680334629,"score_spread":0.2348590609632165,"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."}}