{"id":"W2470408178","doi":"10.1128/aac.00365-16","title":"A Multinational, Preregistered Cohort Study of β-Lactam/β-Lactamase Inhibitor Combinations for Treatment of Bloodstream Infections Due to Extended-Spectrum-β-Lactamase-Producing Enterobacteriaceae","year":2016,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"European Regional Development Fund; NIH Clinical Center; National Institutes of Health; Ministerio de Economía y Competitividad; Instituto de Salud Carlos III; U.S. Department of Veterans Affairs; European Society of Clinical Microbiology and Infectious Diseases; Geriatric Research Education and Clinical Center; European Federation of Pharmaceutical Industries and Associations; National Institute of Allergy and Infectious Diseases; European Commission","keywords":"Internal medicine; Medicine; Odds ratio; Retrospective cohort study; Carbapenem; Beta-Lactamase Inhibitors; Confidence interval; Cohort; Propensity score matching; Mortality rate; Bacteremia; Cohort study; Microbiology; Antibiotics; Biology","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":[0.004203266,0.0006945715,0.0006170692,0.0004210355,0.000673627,0.0008131361,0.0005494308,0.0007310059,0.001399952],"category_scores_gemma":[0.004463336,0.0007466314,0.001173834,0.000759453,0.0005874711,0.0007078535,0.0006538315,0.0009186065,0.0002713987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007400979,"about_ca_system_score_gemma":0.001054864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0046026,"about_ca_topic_score_gemma":0.00597286,"domain_scores_codex":[0.9979094,0.001018603,0.0001521416,0.0004872104,0.0002262746,0.0002064049],"domain_scores_gemma":[0.996302,0.0005624499,0.001372374,0.0009157239,0.000241595,0.0006058404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009686663,0.0007541984,0.98485,0.00003179302,0.0006653768,0.0001438897,0.0001274404,0.0001158211,0.0008410438,0.00003298966,0.0001997627,0.002550949],"study_design_scores_gemma":[0.001293899,0.007101981,0.9880995,0.00001625546,0.0009485772,0.0004530763,0.0001955636,0.0006644627,0.0003438851,0.00003428825,0.0008258414,0.00002279903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992774,0.0001899107,0.0001059305,0.00002630886,0.00001011567,0.00004831382,0.0002499963,0.000001898741,0.00009001273],"genre_scores_gemma":[0.9986512,0.0001473819,0.0002444814,0.00009129923,0.0000291754,0.00004901159,0.0005726597,0.000003898372,0.000210982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0046026,"threshold_uncertainty_score":0.02222925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116379885525628,"score_gpt":0.2692196275064886,"score_spread":0.2575816389539258,"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."}}