Aztreonam–avibactam for the treatment of serious infections caused by metallo-β-lactamase-producing Gram-negative pathogens: a Phase 3 randomized trial (ASSEMBLE)
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract Background The Phase 3 ASSEMBLE study investigated aztreonam–avibactam versus best available therapy (BAT) for treatment of complicated intra-abdominal infection (cIAI), complicated urinary tract infection (cUTI), hospital-acquired/ventilator-associated pneumonia (HAP/VAP) or bloodstream infection (BSI) caused by confirmed MBL-producing multidrug-resistant pathogens. Methods This prospective, multicentre, randomized, open-label, central assessor-blinded study randomized hospitalized adults 2:1 to aztreonam–avibactam [+ metronidazole (cIAI)] or BAT for 5–14 (cIAI, cUTI and BSI) or 7–14 (HAP/VAP) days. Primary endpoint was clinical cure at test-of-cure (TOC) visit on Day 28 ± 3 [microbiological ITT (micro-ITT) analysis set]. Secondary endpoints included microbiological response at TOC, 28-day mortality and safety. No formal hypothesis testing was planned. Results Fifteen patients were randomized [aztreonam–avibactam, n = 12; BAT, n = 3 (ITT and micro-ITT analysis sets)]. Most frequent baseline pathogens were Enterobacterales; Klebsiella pneumoniae was most common [aztreonam–avibactam, 6/12 (50%); BAT, 2/3 (67%)]. MBL subtypes/variants identified in the aztreonam–avibactam group were NDM-1 (n = 7), NDM-5 (n = 3), VIM-2 (n = 2) and L1 (n = 3); and for BAT were NDM-1 (n = 2) and NDM-5 (n = 1). Clinical cure rates at TOC were 5/12 (42%) for aztreonam–avibactam and 0/3 (0%) for BAT. Per-patient microbiological responses were generally consistent with clinical responses. Twenty-eight-day all-cause mortality rates for aztreonam–avibactam and BAT were 1/12 (8%) and 1/3 (33%), respectively. Aztreonam–avibactam was generally well-tolerated, with no treatment-related serious adverse events. Conclusions These Phase 3 data provide support for aztreonam–avibactam as a potential therapeutic option for difficult-to-treat infections caused by MBL-producing Gram-negative bacteria.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it