{"id":"W2158119556","doi":"10.1016/j.jsmc.2012.11.010","title":"Evaluation of the Child with Sleep-Disordered Breathing Scheduled for Adenotonsillectomy","year":2013,"lang":"en","type":"article","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep disordered breathing; Adenoidectomy; Triage; Tonsillectomy; Ambulatory; Perioperative; Breathing; Sleep apnea; Intensive care medicine; Physical therapy; Pediatrics; Emergency medicine; Anesthesia; Internal medicine","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":[0.003191455,0.0002692475,0.0006508272,0.0002190018,0.0002194684,0.00001283945,0.0003301929,0.0001772952,0.0008513347],"category_scores_gemma":[0.006573109,0.0001508863,0.0001815288,0.0007128218,0.0006232367,0.0001374013,0.0001021553,0.0005918115,0.00003097504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001764778,"about_ca_system_score_gemma":0.0002069456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009507873,"about_ca_topic_score_gemma":0.00003003386,"domain_scores_codex":[0.9957089,0.0003255222,0.0007623952,0.000478735,0.002260617,0.0004638493],"domain_scores_gemma":[0.9944389,0.0006915409,0.0003930589,0.0009525368,0.003308808,0.0002151403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001929416,0.001743665,0.1448439,0.001239457,0.003911535,0.00001219508,0.004898447,0.0006592514,0.006810785,0.001730043,0.003150529,0.8290707],"study_design_scores_gemma":[0.09044183,0.007837157,0.4339458,0.002473443,0.009681309,0.0004336044,0.009506392,0.4273135,0.007273312,0.006043935,0.004117315,0.0009324526],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958997,0.001508719,0.002679802,0.02191945,0.0006600047,0.008027298,0.00001494864,0.00007044969,0.006122367],"genre_scores_gemma":[0.9957337,0.00002425067,0.002406049,0.0006503451,0.0004549722,0.0004953323,0.00004372039,0.00006678935,0.0001247977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8281383,"threshold_uncertainty_score":0.9321519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0414143567093657,"score_gpt":0.3542850775078101,"score_spread":0.3128707207984444,"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."}}