{"id":"W2775396299","doi":"10.1177/0194599817746959","title":"Adenotonsillectomy for Obstructive Sleep Apnea in Children with Complex Chronic Conditions","year":2017,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Odds ratio; Pediatrics; Sleep apnea; Apnea; Chronic condition; Cohort; Physical therapy; 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":[0.0001296087,0.0002190691,0.0004982815,0.0002835073,0.0004627508,0.00004179202,0.0003536631,0.0001776876,0.0004556142],"category_scores_gemma":[0.0002842543,0.0001908507,0.00009281588,0.0001277375,0.0009327571,0.0001819626,0.00013625,0.0004174043,0.00006397296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002839873,"about_ca_system_score_gemma":0.0001230247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002128774,"about_ca_topic_score_gemma":0.0004186922,"domain_scores_codex":[0.9983495,0.0000687978,0.0002321781,0.0005200893,0.0002007818,0.0006286353],"domain_scores_gemma":[0.998511,0.0001261093,0.0001556479,0.0008378376,0.0002007853,0.0001686417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004145666,0.0001504348,0.9834083,0.00004710297,0.0004099271,0.00006597641,0.00008668976,0.000007475101,0.008929051,0.003748827,0.0001173857,0.0026143],"study_design_scores_gemma":[0.007624479,0.0009038071,0.9854704,0.00002071578,0.0000908619,0.0008036354,0.0000371052,0.001565445,0.002180335,0.0004792133,0.0006284325,0.0001955582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908375,0.0000985326,0.0008693171,0.001230178,0.00008398039,0.002573908,0.0001238608,0.00005071957,0.004132036],"genre_scores_gemma":[0.9963905,0.000003693702,0.002252134,0.0001231736,0.0002047769,0.0005840175,0.0002469031,0.00005070525,0.0001441626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007209913,"threshold_uncertainty_score":0.7782664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329357047976089,"score_gpt":0.3200266564870442,"score_spread":0.2967330860072833,"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."}}