{"id":"W3050869805","doi":"10.5664/jcsm.8760","title":"Cardiovascular changes in children with obstructive sleep apnea and obesity after treatment with noninvasive ventilation","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Ottawa; Children's Hospital of Eastern Ontario; University of Calgary; McGill University; Montreal Children's Hospital; Stollery Children's Hospital; York University; Alberta Children's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Heart rate variability; Obstructive sleep apnea; Polysomnography; Heart rate; Obesity; Continuous positive airway pressure; Cardiology; Internal medicine; Ventilation (architecture); Sleep apnea; Prospective cohort study; Apnea; Anesthesia; Blood pressure","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":[0.0002561195,0.0002907119,0.0005676283,0.0005742646,0.0004086159,0.0003312319,0.000241479,0.0005608348,0.0009034898],"category_scores_gemma":[0.00142714,0.0001474216,0.0007727322,0.0007501928,0.0003445169,0.0003894429,0.000259664,0.0009761382,0.0000876087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006214749,"about_ca_system_score_gemma":0.0004471351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005735247,"about_ca_topic_score_gemma":0.006210655,"domain_scores_codex":[0.9997435,0.00004704473,0.0000204204,0.00004551251,0.00004694648,0.00009662281],"domain_scores_gemma":[0.9992719,0.0001686786,0.0002317242,0.00002480729,0.00006281967,0.0002401494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001140863,0.0003219511,0.9920148,0.00002904751,0.00008065483,0.002199905,0.0002230771,0.00006484866,0.000691256,0.00002496169,0.0001087085,0.003099998],"study_design_scores_gemma":[0.00001042415,0.0003563086,0.9987559,0.000002702683,0.00002291261,0.0005494872,0.000170905,0.00002561003,0.00004254812,0.000004829425,0.0000552903,0.0000032458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990487,0.0003157884,0.00002108825,0.00004560348,0.00001445064,0.000006731577,0.0001007274,0.000002132977,0.0004448158],"genre_scores_gemma":[0.9993544,0.0001788634,0.00003671016,0.00002693078,0.00002401403,0.0000121217,0.0002241941,0.000001507081,0.0001411139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005735247,"threshold_uncertainty_score":0.01140374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509931707405636,"score_gpt":0.3249936134503803,"score_spread":0.2898942963763239,"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."}}