{"id":"W1989472454","doi":"10.1186/1756-0500-3-116","title":"Clinical outcome of empiric antimicrobial therapy of bacteremia due to extended-spectrum beta-lactamase producing Escherichia coli and Klebsiella pneumoniae","year":2010,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Empiric therapy; Klebsiella pneumoniae; Bacteremia; Interquartile range; Internal medicine; Case fatality rate; Antimicrobial; Carbapenem; Retrospective cohort study; Combination therapy; Antibiotics; Microbiology; Escherichia coli; Epidemiology; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000762319,0.0002662874,0.0003990386,0.0003311397,0.0002811516,0.0006108711,0.0002359508,0.0003956406,0.0005831089],"category_scores_gemma":[0.005101996,0.0001505354,0.0002352977,0.0003181566,0.0003916391,0.0002900909,0.0003556703,0.0006315648,0.0001513851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007285425,"about_ca_system_score_gemma":0.0005926314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526815,"about_ca_topic_score_gemma":0.001683207,"domain_scores_codex":[0.9993733,0.0002011743,0.00009389423,0.00008625459,0.0001279469,0.000117555],"domain_scores_gemma":[0.9958099,0.0008607793,0.002077195,0.00009381533,0.0004248109,0.0007334438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004462685,0.00006467242,0.9962209,0.00001587923,0.00003335635,0.0005751632,0.00005891783,0.00007512816,0.0004643672,0.000006944305,0.00008011518,0.001958326],"study_design_scores_gemma":[0.0000169136,0.0005869705,0.9969633,0.00001743971,0.00003150969,0.001747684,0.0001313995,0.0002038094,0.0001794915,0.00001057161,0.0001065963,0.000004232878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990989,0.0005068746,0.00004172404,0.0000388651,0.000006726653,0.000006267073,0.00006154641,0.00000176561,0.0002373759],"genre_scores_gemma":[0.9996818,0.0001113323,0.0000268181,0.00001885221,0.00001015218,0.000002914553,0.0001188268,7.228308e-7,0.0000286113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001526815,"threshold_uncertainty_score":0.005285978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09603771032657846,"score_gpt":0.4168519908685163,"score_spread":0.3208142805419378,"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."}}