{"id":"W2089798179","doi":"10.1186/cc5258","title":"Management of an outbreak of multiresistant Acinetobacter baumanii infection in a surgical intensive care unit","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Septic shock; Intensive care unit; Pneumonia; Mechanical ventilation; Empyema; Surgery; Pancreatitis; Acinetobacter; Sepsis; Internal medicine; Antibiotics","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":[0.0003502367,0.0003784735,0.000299684,0.0002620651,0.0006315194,0.000516058,0.0003446486,0.0006638214,0.0007132871],"category_scores_gemma":[0.0008241173,0.0001294072,0.0002053559,0.0001246153,0.0002883974,0.000351174,0.0005200308,0.0007035231,0.0001404115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004699149,"about_ca_system_score_gemma":0.0007306899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005797783,"about_ca_topic_score_gemma":0.001054938,"domain_scores_codex":[0.9998209,0.00006548822,0.00001936105,0.00002213009,0.00002875257,0.00004349034],"domain_scores_gemma":[0.99968,0.00002451083,0.00007149931,0.00001109244,0.00003155557,0.0001812778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009168458,0.004945548,0.4509577,0.00152114,0.0003320515,0.0826322,0.003619098,0.00211673,0.2529748,0.0007625115,0.006379786,0.18459],"study_design_scores_gemma":[0.0005329223,0.04020695,0.830493,0.0008194192,0.0003093077,0.05919905,0.01169865,0.007325014,0.03535257,0.0009221162,0.01299711,0.0001438825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958068,0.0009092732,0.001114264,0.0008598724,0.00006856536,0.0001471002,0.00002076131,0.00003422609,0.00103901],"genre_scores_gemma":[0.9969509,0.0008080535,0.001571665,0.0003082367,0.00009281876,0.00005481166,0.00003022686,0.000003119718,0.0001801921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007132871,"threshold_uncertainty_score":0.003409445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732964568977031,"score_gpt":0.3231902947917281,"score_spread":0.3058606491019578,"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."}}