{"id":"W4221081431","doi":"10.1016/j.otot.2022.03.001","title":"Diagnosis and management of odontogenic mediastinitis","year":2022,"lang":"en","type":"article","venue":"Operative Techniques in Otolaryngology-Head and Neck Surgery","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Mediastinitis; Odontogenic infection; Dysphagia; Etiology; Thoracotomy; Mediastinum; Odontogenic; Mortality rate; Empyema; Surgery; Intensive care medicine; General surgery; Internal medicine; Pathology","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":[0.0005701214,0.0006546907,0.0006738671,0.0023215,0.0009761284,0.001112156,0.0006229138,0.001346057,0.000814532],"category_scores_gemma":[0.003551773,0.0004047852,0.0004744007,0.0005858291,0.0007485621,0.001267435,0.0006039857,0.001709615,0.0004386482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006168311,"about_ca_system_score_gemma":0.001332948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250923,"about_ca_topic_score_gemma":0.001823911,"domain_scores_codex":[0.9994214,0.00008749389,0.00009594973,0.00004354023,0.0002133315,0.0001383708],"domain_scores_gemma":[0.9993494,0.0002092742,0.0001469667,0.00002928788,0.0001215963,0.0001433689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0008400808,0.0004957314,0.5243701,0.0004147365,0.00005364449,0.301885,0.0006043719,0.0008153269,0.01267793,0.0009311321,0.00374002,0.153172],"study_design_scores_gemma":[0.00009184054,0.0009444666,0.3000464,0.0008726453,0.0001431561,0.6696106,0.002712216,0.003014365,0.007994978,0.001691482,0.01280807,0.00006978369],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8679475,0.0805712,0.009947583,0.007264161,0.001043917,0.0003113025,0.0002543193,0.0001512456,0.03250869],"genre_scores_gemma":[0.9792922,0.01310949,0.004480483,0.0007260354,0.001192856,0.00005055358,0.0001742159,0.00001346114,0.0009607799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0023215,"threshold_uncertainty_score":0.004475474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235668115788016,"score_gpt":0.2994115001861681,"score_spread":0.2758446886073666,"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."}}