{"id":"W2346921574","doi":"10.1002/lary.26042","title":"Utility of brain MRI in children with sleep‐disordered breathing","year":2016,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Polysomnography; Magnetic resonance imaging; Obstructive sleep apnea; Pediatrics; Etiology; Neurosurgery; Apnea; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004855831,0.0002942833,0.0002244307,0.001222125,0.0001775056,0.0003917974,0.0002829344,0.0004353792,0.001014966],"category_scores_gemma":[0.003630242,0.0001609466,0.0001705225,0.0004347994,0.0003760113,0.0005562818,0.0002142547,0.0003242219,0.0001828301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276501,"about_ca_system_score_gemma":0.0004335321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003887548,"about_ca_topic_score_gemma":0.004491473,"domain_scores_codex":[0.9997072,0.00008430026,0.00004012704,0.00005697799,0.00005858284,0.00005276422],"domain_scores_gemma":[0.9983091,0.0004197235,0.0008736772,0.00003459424,0.0002185841,0.0001442809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006079728,0.00001748772,0.9951439,0.00003072931,0.000009323842,0.001463976,0.00007686744,0.00003754965,0.000679797,0.00001444867,0.00008877146,0.002376505],"study_design_scores_gemma":[0.000008090989,0.0001779712,0.985051,0.00004992614,0.00002584286,0.01323585,0.0003143814,0.0001809475,0.0006348377,0.0000154628,0.0003011669,0.000004472822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983789,0.0007229862,0.00005270763,0.00007279329,0.000006085185,0.000009908893,0.0001792423,0.000005235711,0.0005720953],"genre_scores_gemma":[0.9989727,0.0005000467,0.0002668944,0.00003198796,0.0000127829,0.000007867658,0.0001561219,0.00000167453,0.00005006983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003887548,"threshold_uncertainty_score":0.007729828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220981373680131,"score_gpt":0.2736294706259756,"score_spread":0.2614196568891743,"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."}}