{"id":"W3161836727","doi":"10.5664/jcsm.9420","title":"Polysomnography parameters as predictors of respiratory adverse events following adenotonsillectomy in children","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier de l'Université Laval; Ottawa Hospital; Children's Hospital of Eastern Ontario; Université Laval; University of Ottawa","funders":"","keywords":"Polysomnography; Medicine; Inter-rater reliability; Confidence interval; Tonsillectomy; Apnea; Receiver operating characteristic; Sleep apnea; Obstructive sleep apnea; Anesthesia; Respiratory disturbance index; Pediatrics; Internal medicine; Rating scale","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":[0.0002770535,0.0003555284,0.0004170275,0.0004662354,0.0002777398,0.0004854873,0.0002321448,0.0004223434,0.0007590062],"category_scores_gemma":[0.002000132,0.0001968596,0.0005966375,0.0004947739,0.0003530496,0.0004327313,0.000364133,0.0007546872,0.0001000093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004616402,"about_ca_system_score_gemma":0.0005966275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004375373,"about_ca_topic_score_gemma":0.006726146,"domain_scores_codex":[0.9997309,0.00004392902,0.0000355553,0.00004300108,0.00007428206,0.0000723576],"domain_scores_gemma":[0.9987577,0.0003560984,0.0005384756,0.0000280444,0.00006985549,0.0002497388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001396681,0.00001356174,0.9984332,0.00001185018,0.00002955297,0.0002960209,0.00003132103,0.00004020645,0.0002697698,0.000008058486,0.00002891155,0.0006978979],"study_design_scores_gemma":[0.00000223999,0.0001189714,0.999065,0.000006431156,0.00001734754,0.0004454114,0.000133599,0.00007531303,0.00008370881,0.000004661072,0.00004491746,0.000002498116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990164,0.0005457011,0.00003120664,0.00002696666,0.00001070453,0.000003850131,0.0001367367,0.00000192926,0.00022656],"genre_scores_gemma":[0.9994568,0.0002399988,0.00004058253,0.00001474215,0.000008350768,0.00000408136,0.0001775646,0.000001162311,0.00005666345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004375373,"threshold_uncertainty_score":0.008699775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04204576708351638,"score_gpt":0.3963936632451571,"score_spread":0.3543478961616407,"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."}}