{"id":"W2141826906","doi":"10.1186/1471-2334-14-420","title":"Abdominal infections in the intensive care unit: characteristics, treatment and determinants of outcome","year":2014,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"St Vincent's Hospital Melbourne; Universidad Abierta Interamericana; Universität Wien; James Cook University; University of Cambridge; Pennsylvania State University; Middlesex University; Feinberg School of Medicine; Barwon Health Foundation; Medizinische Universität Wien; Rush University; Townsville Hospital and Health Service; Texas Tech University; Northwestern University; Emory University; University of Miami; York University; University of Texas Health Science Center at San Antonio; University of Pennsylvania; University of Cincinnati; University of Southern California","keywords":"Medicine; Intensive care unit; SOFA score; Internal medicine; Septic shock; Sepsis; SAPS II; APACHE II; Mortality rate; Mechanical ventilation; Medical microbiology; Antibiotics; Intensive care medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007391573,0.0002439707,0.0003049655,0.000659197,0.0002629301,0.0006108246,0.0002811854,0.0004274232,0.001010205],"category_scores_gemma":[0.002456128,0.0001661864,0.000272514,0.001060644,0.000279694,0.0004499899,0.0004622937,0.0006195144,0.0001440853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000317891,"about_ca_system_score_gemma":0.0003650289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260672,"about_ca_topic_score_gemma":0.001255887,"domain_scores_codex":[0.9994293,0.0001833803,0.00008443248,0.00009459301,0.0000936473,0.0001146281],"domain_scores_gemma":[0.9973563,0.0004367437,0.00146133,0.00007071275,0.0001677367,0.0005071493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005079396,0.00002189727,0.9994485,0.000006138815,0.00001480405,0.00003585986,0.00001554653,0.0000221733,0.00004102244,0.000003495647,0.00003366885,0.0003061022],"study_design_scores_gemma":[0.000006162006,0.0000675055,0.9994504,0.000008187775,0.000007191677,0.0001816479,0.00009526212,0.0001155842,0.00001772277,0.00001275686,0.0000355885,0.000001938414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994438,0.0001987269,0.00003250095,0.00004239561,0.000002949078,0.000005350705,0.000174161,7.902352e-7,0.00009926111],"genre_scores_gemma":[0.9993871,0.000104593,0.00004966271,0.00001869728,0.00001390056,0.000007161062,0.0003974187,6.107259e-7,0.00002073957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001260672,"threshold_uncertainty_score":0.003909111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06905079440413427,"score_gpt":0.3602956577177909,"score_spread":0.2912448633136566,"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."}}