{"id":"W2795654288","doi":"10.1017/ice.2018.63","title":"Comparison of Predictors and Mortality Between Bloodstream Infections Caused by ESBL-Producing <i>Escherichia coli</i> and ESBL-Producing <i>Klebsiella pneumoniae</i>","year":2018,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Bacteremia; Medicine; Klebsiella pneumoniae; Internal medicine; Odds ratio; Intensive care unit; Bloodstream infection; Microbiology; Antibiotics; Escherichia coli; 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":[0.0008778467,0.0003670249,0.0003365841,0.00058912,0.0002149462,0.0004781899,0.0003072125,0.0004240698,0.001318141],"category_scores_gemma":[0.003749292,0.0002898017,0.0005337684,0.0005183583,0.0003243851,0.0005096892,0.0005296832,0.0006299038,0.000142805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002556528,"about_ca_system_score_gemma":0.0003655137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162931,"about_ca_topic_score_gemma":0.001822007,"domain_scores_codex":[0.9993088,0.0002433124,0.0000752886,0.0001440316,0.00008145867,0.000147037],"domain_scores_gemma":[0.997271,0.0009123329,0.001067057,0.00009548296,0.0001723718,0.0004816426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001402134,0.00001409218,0.9993452,0.000003410087,0.00002949644,0.00001968869,0.00000924195,0.0000278701,0.00004099646,0.000004688683,0.00002960539,0.0003352753],"study_design_scores_gemma":[0.00001787388,0.0001975518,0.9988874,0.000007982851,0.00002968318,0.0002159927,0.0001203975,0.0004002824,0.00005429685,0.00001830553,0.00004754831,0.000002804958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996105,0.000151022,0.00004027836,0.00002930209,0.000003675581,0.000002204668,0.00008898225,0.000001354779,0.00007272409],"genre_scores_gemma":[0.9996598,0.0000610028,0.00003479235,0.000009339492,0.000009381457,0.000003162809,0.0001889852,7.131957e-7,0.0000327234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00162931,"threshold_uncertainty_score":0.004642546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731720301138425,"score_gpt":0.3062365439596541,"score_spread":0.2889193409482699,"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."}}