{"id":"W2892368225","doi":"10.1001/jama.2018.12163","title":"Effect of Piperacillin-Tazobactam vs Meropenem on 30-Day Mortality for Patients With <i>E coli</i> or <i>Klebsiella pneumoniae</i> Bloodstream Infection and Ceftriaxone Resistance","year":2018,"lang":"en","type":"article","venue":"JAMA","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":770,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"National Health and Medical Research Council; Medical Research Council; Barwon Health Foundation; Shionogi; Monash University; St Vincent's Hospital Melbourne; University of Queensland; Royal College of Pathologists of Australasia; Deakin University; Monash Biomedicine Discovery Institute, Monash University; AstraZeneca; QIMR Berghofer Medical Research Institute; University of Toronto; GlaxoSmithKline; Townsville Hospital and Health Service; Fiona Stanley Hospital; Pfizer","keywords":"Medicine; Meropenem; Piperacillin/tazobactam; Piperacillin; Klebsiella pneumoniae; Tazobactam; Ceftriaxone; Internal medicine; Carbapenem; Microbiology; Antibiotics; Antibiotic resistance; Escherichia coli; Imipenem; Biology","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":[0.002205844,0.001445026,0.002771975,0.0003762928,0.0004039888,0.001250432,0.0009169024,0.002177761,0.005379445],"category_scores_gemma":[0.004946989,0.0007440662,0.00333655,0.0002804365,0.001165256,0.001505096,0.0005803179,0.003470653,0.0005566683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040676,"about_ca_system_score_gemma":0.001494162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009546116,"about_ca_topic_score_gemma":0.002194236,"domain_scores_codex":[0.9987463,0.0007347376,0.00008431181,0.000172527,0.00004421203,0.0002179594],"domain_scores_gemma":[0.9963786,0.001445323,0.0006387982,0.0001467135,0.000138341,0.001252243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9864255,0.004739637,0.000832768,0.0002138716,0.0003963086,0.00001913451,0.00002455535,0.000195542,0.0006463748,0.00003730067,0.0002159527,0.006253037],"study_design_scores_gemma":[0.7443275,0.2458213,0.006716017,0.00008406469,0.0009174324,0.00003128079,0.00005472417,0.0009683311,0.0005829103,0.0001976476,0.0002740709,0.00002474731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949195,0.002270923,0.0001572712,0.0005961588,0.0005425298,0.000628375,0.000219081,0.00002898883,0.0006372146],"genre_scores_gemma":[0.9960049,0.001101687,0.0003892928,0.0004090643,0.0004808197,0.0007167446,0.0002158752,0.000005831289,0.0006757319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005379445,"threshold_uncertainty_score":0.01799601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006072228212540411,"score_gpt":0.2523150145822162,"score_spread":0.2462427863696758,"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."}}