{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009408635,0.0001647045,0.0004458316,0.0004339055,0.00002422825,0.000005994951,0.0001040374,0.0001184932,0.00009111031],"category_scores_gemma":[0.0000430038,0.0001254045,0.00004340854,0.0004440987,0.0001258902,0.00007938411,0.00006705127,0.0002070451,0.000033443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235851,"about_ca_system_score_gemma":0.00006792587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003572762,"about_ca_topic_score_gemma":0.00001849779,"domain_scores_codex":[0.9987831,0.00005768464,0.0002242678,0.0004115995,0.0001612916,0.0003621118],"domain_scores_gemma":[0.9993805,0.00008255642,0.00009187266,0.0002894982,0.00005932594,0.00009626793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001672879,0.0002128642,0.9881766,0.00005860895,0.00008267529,0.00005670745,0.0002968967,0.000006447242,0.0001694528,0.00004451612,6.388444e-7,0.01072734],"study_design_scores_gemma":[0.003195661,0.002205858,0.9917745,0.000008899191,0.0001255992,0.001881504,0.0002250009,0.0003435102,0.00007065115,0.00004263798,0.000007836172,0.000118324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966535,0.001639846,0.00001453747,0.0002687152,0.00004550588,0.0007718442,0.00001227059,0.00001874646,0.0005750631],"genre_scores_gemma":[0.9989207,0.0004088557,0.0004952963,0.000008607381,0.00003121345,0.00003366645,0.00001526275,0.00001506634,0.0000713222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01060901,"threshold_uncertainty_score":0.5113846,"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."}}