{"id":"W2898017678","doi":"10.1093/ofid/ofy210.1180","title":"1349. Global Surveillance of Cefiderocol Against Gram-Negative Clinical Strains Collected in North America: SIDERO-WT-2015","year":2018,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shionogi; BioFire Diagnostics","keywords":"Acinetobacter baumannii; Stenotrophomonas maltophilia; Broth microdilution; Microbiology; Colistin; Cefepime; Cephalosporin; Ceftazidime/avibactam; Enterobacteriaceae; Acinetobacter; Pseudomonas aeruginosa; Ciprofloxacin; Carbapenem; Meropenem; Medicine; Ceftazidime; Biology; Antibiotics; Minimum inhibitory concentration; Bacteria; Antibiotic resistance; Imipenem; Escherichia coli","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001640277,0.0002814479,0.0008030896,0.0001015878,0.0001510712,0.00007178998,0.0003044387,0.0001034381,0.0002156155],"category_scores_gemma":[0.0009146499,0.0002568307,0.0001986531,0.001202609,0.0006510462,0.0001271444,0.0003234127,0.0002132089,0.00007361045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400855,"about_ca_system_score_gemma":0.000546079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007970879,"about_ca_topic_score_gemma":0.007622664,"domain_scores_codex":[0.9977032,0.0001902826,0.0007818241,0.0005063998,0.0003069426,0.0005113543],"domain_scores_gemma":[0.9981474,0.0002197814,0.0003504473,0.0004170361,0.0004636936,0.0004016437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005694644,0.001943583,0.9766808,0.00004735596,0.0002053194,0.00005171551,0.00007592011,0.00006317368,0.00004761976,0.000109025,0.01218287,0.008023176],"study_design_scores_gemma":[0.006091954,0.001692252,0.9878958,0.00008972015,0.0001008179,0.000009376744,0.0002207716,0.0008817705,0.00009286013,0.0002854343,0.002356879,0.0002823886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972168,0.00008435102,0.0001261364,0.0005586717,0.0002954713,0.00196354,0.00053583,0.00007559479,0.02419236],"genre_scores_gemma":[0.9974898,0.0001922071,0.0001734435,0.00163756,0.0001548215,0.00002973256,0.0001592279,0.0000330583,0.000130146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02532176,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244319996569698,"score_gpt":0.3732726621335489,"score_spread":0.3488406624765791,"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."}}