{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003242191,0.0002693192,0.001466509,0.0001562611,0.0002413736,0.0000466799,0.0003627852,0.0002632987,0.00008908547],"category_scores_gemma":[0.01049991,0.0001685829,0.0001643508,0.0001792953,0.001590396,0.000503128,0.0001622067,0.001776674,0.000005234371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748182,"about_ca_system_score_gemma":0.00008329574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001269829,"about_ca_topic_score_gemma":0.00006557808,"domain_scores_codex":[0.996023,0.0003278882,0.001641835,0.0003964728,0.001194941,0.0004158771],"domain_scores_gemma":[0.9955596,0.0006813371,0.00145215,0.000621577,0.0009513827,0.0007339718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004231235,0.0005667431,0.9322913,0.00006460174,0.000290936,0.0006820817,0.000436499,0.000002172734,0.0001875177,0.0001410148,0.00006717612,0.06103877],"study_design_scores_gemma":[0.01680976,0.00335853,0.9754817,0.0003581378,0.0004403788,0.0003834037,0.001018304,0.001086601,0.0002579187,0.0004361786,0.0002080245,0.0001610267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895657,0.0002428601,0.002775033,0.005451565,0.0006434846,0.0004712661,0.00002783517,0.00001138176,0.0008108739],"genre_scores_gemma":[0.997233,0.0001368832,0.0006232695,0.0001860807,0.001738019,0.000002777393,0.00002551933,0.0000224092,0.00003203246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06087774,"threshold_uncertainty_score":0.9978351,"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."}}