{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004782761,0.000266987,0.0002975778,0.001513126,0.0002898379,0.0004529635,0.0002724682,0.0003441299,0.001715153],"category_scores_gemma":[0.001771551,0.0003508986,0.0002901232,0.0007979175,0.0004402995,0.000560053,0.0004362741,0.0003101051,0.000157207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430859,"about_ca_system_score_gemma":0.00021853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627929,"about_ca_topic_score_gemma":0.003630725,"domain_scores_codex":[0.9995515,0.00009565905,0.00005712406,0.0000925736,0.000102609,0.0001006279],"domain_scores_gemma":[0.9984443,0.0003261065,0.0008572405,0.00004095028,0.00007747702,0.0002540102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000460607,0.00001587819,0.9992312,0.000003629342,0.000008517798,0.0001854436,0.0000366051,0.00000565717,0.0001828965,0.000004946021,0.00001364189,0.0002654962],"study_design_scores_gemma":[0.000004099415,0.0001098303,0.998317,0.00000282654,0.000006376696,0.001262214,0.0001859017,0.0000413911,0.00004124389,0.000003104717,0.00002447577,0.000001497087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998149,0.00004827693,0.0000136528,0.000004017792,0.00000101707,0.000002964145,0.00004878864,7.67258e-7,0.00006549639],"genre_scores_gemma":[0.9997198,0.00005030138,0.00004436,0.000005209664,0.000004385111,0.000004587964,0.000140559,8.349616e-7,0.00002996594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002627929,"threshold_uncertainty_score":0.005737782,"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."}}