{"id":"W2126336718","doi":"10.1148/rg.2015150096","title":"Imaging Acute Airway Obstruction in Infants and Children","year":2015,"lang":"en","type":"review","venue":"Radiographics","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Airway; Airway obstruction; Croup; Respiratory distress; Stridor; Asthma; Radiology; Epiglottitis; Intensive care medicine; Pediatrics; Surgery; 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"],"consensus_categories":[],"category_scores_codex":[0.0002164952,0.0003069049,0.001195076,0.001065335,0.00005590495,0.00001898463,0.00007226103,0.0003292231,0.00001417977],"category_scores_gemma":[0.00005377097,0.0002576648,0.0003014306,0.0008549784,0.0001976217,0.0001160958,0.00004178758,0.0006209175,0.00000845812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005601966,"about_ca_system_score_gemma":0.0001959528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003779078,"about_ca_topic_score_gemma":0.000008423394,"domain_scores_codex":[0.9987663,0.000109425,0.0003629077,0.0003672891,0.0001461397,0.0002479258],"domain_scores_gemma":[0.9992663,0.00004373036,0.0001544178,0.0002966638,0.00004873404,0.0001901681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000169501,0.00007245503,0.2695389,0.001933635,0.0004933793,0.00007931989,0.0000236829,3.955977e-8,4.633037e-8,0.00007195098,0.0009711633,0.7267985],"study_design_scores_gemma":[0.001717623,0.0001854281,0.1096908,0.009083973,0.006684896,0.007668804,0.000007606604,0.00001289704,2.299263e-7,0.000240068,0.8640943,0.0006133642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004410286,0.9937348,0.000002632952,0.00002156749,0.0003037191,0.0007407331,0.00004849453,0.00008347678,0.0006543074],"genre_scores_gemma":[0.0005979275,0.9986393,0.00005628296,0.00007796337,0.0002165057,0.00004355395,0.0002956722,0.00004276239,0.00003005592],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8631231,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650432248805487,"score_gpt":0.3176540391702234,"score_spread":0.3011497166821686,"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."}}