{"id":"W4366776717","doi":"10.1002/ohn.345","title":"Patterns of Pharyngeal Obstruction and Collapse in Obese and Nonobese Children on Drug‐Induced Sleep Endoscopy","year":2023,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Odds ratio; Body mass index; Confidence interval; Failure to thrive; Obesity; Polysomnography; Percentile; Retrospective cohort study; Obstructive sleep apnea; Internal medicine; Surgery; Apnea","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":[0.0002660517,0.0001810175,0.0004515573,0.0006541092,0.00005026978,0.000009396478,0.00008880148,0.0001518314,0.0001088132],"category_scores_gemma":[0.0001727598,0.0001725909,0.00003978123,0.0004517877,0.0001335795,0.00008987652,0.0001539009,0.0003749667,0.00002963145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006612061,"about_ca_system_score_gemma":0.000026844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004989086,"about_ca_topic_score_gemma":0.0002219787,"domain_scores_codex":[0.9984474,0.0001630376,0.0002913582,0.0004542672,0.0002429514,0.0004009944],"domain_scores_gemma":[0.9992185,0.0001949874,0.00007600661,0.000283594,0.00006291668,0.0001639906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005456923,0.000108503,0.9391535,0.0001217458,0.00007425377,0.0002101664,0.000456166,0.000001153171,0.05247857,0.0002376897,0.00002700103,0.006585561],"study_design_scores_gemma":[0.004073781,0.0005326233,0.9699654,0.00005297851,0.00002968978,0.0002084928,0.0001900982,0.0006787688,0.02404906,0.00009131605,0.00001609427,0.0001116938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979698,0.00009387895,0.000003236247,0.0004848793,0.0001646697,0.0008043181,0.00003774898,0.00004896329,0.0003925064],"genre_scores_gemma":[0.9993798,0.0001179801,0.0001028321,0.00007511204,0.00008737295,0.00005765773,0.00005675109,0.00003207032,0.0000904656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03081191,"threshold_uncertainty_score":0.7038051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505070724675171,"score_gpt":0.2904697504002919,"score_spread":0.2754190431535402,"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."}}