{"id":"W2605934022","doi":"10.5664/jcsm.6538","title":"Body Fat Distribution Ratios and Obstructive Sleep Apnea Severity in Youth With Obesity","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Hospital for Sick Children","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Body mass index; Obesity; Percentile; Internal medicine; Waist-to-height ratio; Waist; Fat distribution; Classification of obesity; Sleep apnea; Apnea; Fat mass","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":[0.0004038798,0.0004493951,0.0003532894,0.001236367,0.0004798924,0.0008236662,0.0003352344,0.000704962,0.002649348],"category_scores_gemma":[0.001687414,0.0004069653,0.000557386,0.0009127972,0.0003040556,0.0006089368,0.0006341246,0.001024007,0.0003125797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000267058,"about_ca_system_score_gemma":0.0002711303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006221529,"about_ca_topic_score_gemma":0.008840755,"domain_scores_codex":[0.9997464,0.00005002982,0.00003537005,0.00004956027,0.00004667822,0.00007188236],"domain_scores_gemma":[0.99891,0.0001255567,0.0005243091,0.00002954481,0.00008430407,0.0003263438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003960065,0.00003286637,0.999213,0.0000028592,0.00001697932,0.00005178654,0.00003370037,0.00000921097,0.00006708001,0.000007246789,0.00002398886,0.0005017562],"study_design_scores_gemma":[0.000001193917,0.00004121429,0.9994758,0.000003431112,0.00001190538,0.0001752564,0.0001848147,0.00004882627,0.00002015774,0.000007506082,0.0000286916,0.000001306899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990996,0.0002604203,0.00003195297,0.00004417725,0.000009885483,0.000003926788,0.000153586,0.000004019898,0.0003923943],"genre_scores_gemma":[0.9993739,0.0001071586,0.00004460448,0.0000167532,0.00001358796,0.00000529381,0.0001930488,0.00000205274,0.0002436383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006221529,"threshold_uncertainty_score":0.01237065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05265739087834242,"score_gpt":0.3871306544663142,"score_spread":0.3344732635879718,"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."}}