{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005765884,0.0001330279,0.000287264,0.0001042354,0.00004607319,0.000007153399,0.0002309625,0.00005981017,0.0004711619],"category_scores_gemma":[0.0001901172,0.00006174109,0.00004801532,0.0003569352,0.0003286397,0.0001062196,0.0001223028,0.0002191248,0.00004432785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003504706,"about_ca_system_score_gemma":0.00004777971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004314663,"about_ca_topic_score_gemma":0.0001332144,"domain_scores_codex":[0.9986281,0.000170376,0.0002191507,0.0002610458,0.0003880394,0.0003332722],"domain_scores_gemma":[0.9990077,0.0001945809,0.00006582469,0.0005709914,0.00008220188,0.00007867232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004358365,0.0001576872,0.9602672,0.00002771629,0.0001396573,0.000007593052,0.0003871763,6.537076e-7,0.01365665,0.0002611785,0.0001581294,0.02450048],"study_design_scores_gemma":[0.003247351,0.0002321334,0.9832091,0.000117589,0.0000299334,0.00005243964,0.00008308486,0.0001350282,0.01238863,0.0002421248,0.00017725,0.00008535707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843872,0.000159333,0.0006858181,0.01005924,0.00001824456,0.0007419914,0.00001862391,0.00003122577,0.003898288],"genre_scores_gemma":[0.9990001,0.00001919834,0.00041391,0.0001700964,0.00004112595,0.00001612782,0.000004849718,0.00002496087,0.0003096312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02441513,"threshold_uncertainty_score":0.5158893,"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."}}