{"id":"W2995488717","doi":"10.1016/j.sleep.2019.11.759","title":"Impact of obstructive sleep apnea on cerebrovascular health as measured by MRI in obese children","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Obstructive sleep apnea; Medicine; Obesity; Cardiology; Sleep (system call); Sleep apnea; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001355003,0.0005190923,0.001584189,0.0008599226,0.00006037752,0.000008359408,0.0003970321,0.0002554507,0.00194307],"category_scores_gemma":[0.0007565537,0.0003836159,0.0003596671,0.001395293,0.0004332622,0.0001465448,0.0001120025,0.001118424,0.000319816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128272,"about_ca_system_score_gemma":0.0001863991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004135311,"about_ca_topic_score_gemma":0.0000460263,"domain_scores_codex":[0.9946632,0.0004092025,0.0009256662,0.0009097708,0.00208327,0.001008884],"domain_scores_gemma":[0.9970374,0.000227445,0.0003425746,0.001287877,0.000400029,0.0007046527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00140945,0.0009159214,0.9434705,0.0002512847,0.001252428,0.00002221893,0.00177389,0.0001268814,0.01312517,0.0002241177,0.001174761,0.03625333],"study_design_scores_gemma":[0.01605443,0.008170017,0.9698773,0.0004839529,0.0001158805,0.0001030658,0.0006908067,0.0007407577,0.003116049,0.0001606903,0.0001632695,0.0003237984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891403,0.001809838,0.0001226075,0.002300034,0.0003389162,0.002582842,0.00005793598,0.00006612152,0.003581356],"genre_scores_gemma":[0.9985048,0.0001288592,0.0001461658,0.0004162317,0.0002479981,0.00003607771,0.0002515317,0.00009729607,0.0001710634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03592953,"threshold_uncertainty_score":0.9998616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218697735609503,"score_gpt":0.3137637011426733,"score_spread":0.3015767237865782,"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."}}