{"id":"W4310149763","doi":"10.21203/rs.3.rs-2307157/v1","title":"Vaping-Induced Acute Epiglottitis: A Case Report","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Epiglottitis; Medicine; Epiglottis; Odynophagia; Sore throat; Dysphagia; Laryngoscopy; Throat; Airway; Anesthesia; Pediatrics; Surgery; Larynx; Intubation","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":[0.0005282334,0.002724,0.002408515,0.00343515,0.003286835,0.003093948,0.001927866,0.008646814,0.003093901],"category_scores_gemma":[0.003147984,0.002057156,0.002068641,0.002326008,0.002337004,0.004087924,0.003173604,0.006113925,0.001380568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651245,"about_ca_system_score_gemma":0.001182676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899351,"about_ca_topic_score_gemma":0.002343205,"domain_scores_codex":[0.9984584,0.0001626512,0.0002134274,0.0003641066,0.0002699145,0.0005315067],"domain_scores_gemma":[0.9978604,0.0004874507,0.000518372,0.0002079779,0.0001527292,0.0007730072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001387011,0.00003178827,0.00258289,0.00003779262,0.00000867162,0.9960992,0.0001198333,0.00002648128,0.0003042078,0.00007536553,0.0001650272,0.0005348824],"study_design_scores_gemma":[0.000006499483,0.0000359171,0.001876171,0.00002235752,0.000009183949,0.9973502,0.0001392641,0.00008163589,0.0001050116,0.00007076615,0.0002959097,0.000007105671],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434535,0.03277407,0.004674051,0.004117229,0.00149658,0.0003893455,0.0004082781,0.0003777637,0.01230919],"genre_scores_gemma":[0.9907579,0.003984779,0.001187437,0.001098045,0.001680847,0.00004699069,0.0001242311,0.0000288374,0.001090844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008646814,"threshold_uncertainty_score":0.01198065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08917296943516025,"score_gpt":0.4569581740073593,"score_spread":0.3677852045721991,"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."}}