{"id":"W3210660129","doi":"10.3390/children8110944","title":"Considerations in Surgical Management of Pediatric Obstructive Sleep Apnea: Tonsillectomy and Beyond","year":2021,"lang":"en","type":"review","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Tonsillectomy; Adenoidectomy; Obstructive sleep apnea; Medicine; Incidence (geometry); Sleep apnea; Pediatrics; Intensive care medicine; Surgery; Anesthesia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002253114,0.0003695005,0.001951525,0.0006362881,0.00006221002,0.00002720896,0.0001062579,0.0002820639,0.0003065947],"category_scores_gemma":[0.0001062851,0.000319789,0.0003062249,0.0009558942,0.0002022644,0.00005615439,0.0003254182,0.0007033633,0.00001542382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001628748,"about_ca_system_score_gemma":0.0001428711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001253772,"about_ca_topic_score_gemma":0.000003475127,"domain_scores_codex":[0.9975747,0.0002370143,0.0007269857,0.0006619853,0.0004444006,0.0003549125],"domain_scores_gemma":[0.9986067,0.0003879523,0.0001995731,0.0004823369,0.0001479613,0.0001754583],"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":[0.0000132458,0.000301969,0.01136711,0.01069682,0.001919545,0.001350794,0.0001372681,5.703057e-7,1.052542e-7,0.004563445,0.0001375623,0.9695116],"study_design_scores_gemma":[0.04476009,0.001916812,0.4473677,0.03373141,0.06216742,0.03495143,0.002302772,0.00008775673,0.00008007776,0.003660114,0.3608817,0.008092738],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003375243,0.98939,0.000005209752,0.00003812926,0.00009962021,0.001817306,0.00009622326,0.00001947422,0.005158757],"genre_scores_gemma":[0.002582756,0.9954212,0.001202855,0.000008419302,0.0002188391,0.0001168541,0.000296299,0.0000544766,0.00009834189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9614188,"threshold_uncertainty_score":0.9999254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943711307183808,"score_gpt":0.3357423833892967,"score_spread":0.3063052703174587,"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."}}