{"id":"W2765777492","doi":"10.1097/pec.0000000000001318","title":"Utility of Soft Tissue Lateral Neck Radiographs in the Emergency Department","year":2017,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Drooling; Radiography; Soft tissue; Emergency department; Stridor; Triage; Chest radiograph; Radiology; Surgery; Airway; Emergency 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001537027,0.0001729567,0.0002871405,0.0001423252,0.000262134,0.000005184848,0.0003093919,0.0001182023,0.002218764],"category_scores_gemma":[0.0002039616,0.0001270756,0.000225843,0.0002376198,0.00006045143,0.0001191489,0.00006049378,0.0001923379,0.00003038891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001192367,"about_ca_system_score_gemma":0.00007595604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004063673,"about_ca_topic_score_gemma":0.0003637259,"domain_scores_codex":[0.9986547,0.00008639345,0.0004507902,0.0002754692,0.0002422597,0.000290438],"domain_scores_gemma":[0.9987313,0.00001646821,0.0002062349,0.0008042261,0.0001473445,0.00009445993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004478931,0.0002697221,0.9842449,0.000321823,0.00003143615,0.00002956164,0.000822968,7.751441e-7,0.00001190535,0.0000463637,0.01325771,0.0009179883],"study_design_scores_gemma":[0.0005569351,0.0002338811,0.9954786,0.000005597805,0.0002932143,0.000008706083,0.0001547596,0.00001003154,0.0000556459,0.0002454952,0.002838684,0.0001183936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743394,0.01232892,0.000005540307,0.000205571,0.001190423,0.0005560719,0.00005915944,0.00002964184,0.01128524],"genre_scores_gemma":[0.9946167,0.004600551,0.00001905668,0.00003519631,0.0004594877,0.00005563118,0.00006146116,0.00001308176,0.0001388762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02027723,"threshold_uncertainty_score":0.9986933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488457174724165,"score_gpt":0.3055847995599337,"score_spread":0.290700227812692,"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."}}