{"id":"W1985319123","doi":"10.1186/cc14011","title":"Risk factors and incidence of mediastinitis in patients with lung abscess and sepsis","year":2014,"lang":"en","type":"article","venue":"Critical Care","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Children's Health Foundation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Financiadora de Estudos e Projetos; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Japan Society for the Promotion of Science; Russian Foundation for Basic Research; London Health Sciences Centre","keywords":"Medicine; Mediastinitis; Incidence (geometry); Sepsis; Lung abscess; Abscess; Intensive care medicine; Lung; Lung infection; Emergency medicine; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004207027,0.0002538684,0.0004996362,0.001030076,0.0003849111,0.0005391979,0.0002461509,0.0005862726,0.001342419],"category_scores_gemma":[0.002940828,0.000226991,0.0004009131,0.0008719803,0.0002925971,0.0006726583,0.0004571701,0.0007650414,0.0002286244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002186711,"about_ca_system_score_gemma":0.0004026769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009619454,"about_ca_topic_score_gemma":0.0009467491,"domain_scores_codex":[0.9995553,0.0001075693,0.00007358851,0.00005276762,0.0001112675,0.00009942453],"domain_scores_gemma":[0.9983901,0.0003727208,0.0007053136,0.00005150777,0.0001431089,0.0003373273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005806495,0.00002779291,0.9991572,0.00000674338,0.00001118783,0.0001322753,0.00002219708,0.00001446622,0.0000667186,0.00001273126,0.00002183476,0.0004688192],"study_design_scores_gemma":[0.000004580638,0.0001732252,0.9973375,0.00001134742,0.00002373112,0.001804455,0.0003094093,0.0001253337,0.0000417785,0.00005163116,0.0001119894,0.00000491726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997785,0.001188256,0.00006605844,0.00007558687,0.00000999449,0.000008211941,0.000118116,0.000003438812,0.0007454179],"genre_scores_gemma":[0.9994931,0.0002424675,0.00006508316,0.0000176743,0.00002293445,0.000006331966,0.00009034386,7.921576e-7,0.00006131118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001342419,"threshold_uncertainty_score":0.004490852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005577164296578075,"score_gpt":0.264005218296948,"score_spread":0.2584280540003699,"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."}}