{"id":"W4391575607","doi":"10.3390/children11020208","title":"Cardiac Implications of Adenotonsillar Hypertrophy and Obstructive Sleep Apnea in Pediatric Patients: A Comprehensive Systematic Review","year":2024,"lang":"en","type":"article","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Obstructive sleep apnea; Adenoidectomy; Medicine; Tonsillectomy; Sleep apnea; Intensive care medicine; Pulmonary hypertension; Polysomnography; Physical therapy; Cardiology; Internal medicine; Apnea; Surgery","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":[0.0001205532,0.0001785494,0.0007964022,0.0004331103,0.00003567143,0.00001634964,0.0001089029,0.00007118282,0.00001387582],"category_scores_gemma":[0.0003413611,0.0001429758,0.0001419594,0.00104392,0.0001165465,0.00009010886,0.0001075238,0.0002613168,0.00002938268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123215,"about_ca_system_score_gemma":0.00003629844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001650646,"about_ca_topic_score_gemma":5.945286e-7,"domain_scores_codex":[0.9984447,0.0001450481,0.000494288,0.0003775657,0.0003128357,0.0002255756],"domain_scores_gemma":[0.9988155,0.0002323833,0.00008974574,0.0004311253,0.0003096648,0.0001215447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002658048,0.0001662075,0.7526925,0.2417271,0.0006395859,0.00001207428,0.0004896112,0.000001115347,0.000381497,0.0009380303,0.0001578538,0.002767914],"study_design_scores_gemma":[0.0005080926,0.0001317305,0.9902239,0.007586025,0.001078864,0.00003554919,0.00005799689,0.00004486172,0.00007797484,0.0001047962,0.000009555993,0.0001406646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8434697,0.1520619,0.00002019293,0.0003289402,0.00008828957,0.003555828,0.0001425004,0.00004093278,0.0002917261],"genre_scores_gemma":[0.9952924,0.004014845,0.0001923196,0.00009647492,0.00007342675,0.00019791,0.00008810183,0.0000336663,0.00001091434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2375315,"threshold_uncertainty_score":0.5830384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009838346279612997,"score_gpt":0.2692300931411916,"score_spread":0.2593917468615786,"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."}}