1
Signal
The recent window is materially active
732 eligible papers appear in the current 30-day evidence window, compared with 149 in the prior 30 days. The busiest visible day is 2026-04-24 with 44 eligible papers.
4.9x prior-window volumeWeekly Trend BriefEvidence window ending 2026-05-10
Sepsis Diagnosis and Treatment
Weekly trend brief
Sepsis papers are focused on early warning, risk stratification, and care-timing signals. The current 30-day evidence window contains 732 eligible papers, 4.9x the prior 30-day window, with 725 abstract-backed papers available for a closer scan. Representative papers point to lactate-integrated warning scores, pediatric risk stratification, machine-learning subtyping, prehospital prediction, ICU mortality predictors, timely detection, SOFA comparisons, and procalcitonin.
732Recent papers
4.9xVs prior window
725Abstract-backed
8Representative sources
Current windowRecent eligible papers
ComparisonPrior eligible papers
Brief typeWeekly research trend
Evidence-backed signals
What's moving
2
Signal
The reviewable evidence is broad enough for commentary
725 recent papers include abstracts, about 99% of the eligible set. That gives the brief enough signal for topic-specific commentary while keeping claims limited to paper metadata and representative titles.
725 abstract-backed papers3
Signal
Representative titles show a clear topic shape
The selected papers point toward lactate-integrated warning scores, pediatric risk stratification, machine-learning subtyping, prehospital prediction, ICU mortality predictors, timely detection, SOFA comparisons, and procalcitonin. That gives the brief a visible research direction rather than only a ranked list of recent papers.
8 representative papers4
Signal
Source mix gives readers multiple entry points
8 representative papers span 8 sources.
8 representative sources
Topic shape
Theme clusters
Early warning and triage
Lactate scores, prehospital prediction, and timely-care papers point to front-door detection and escalation decisions.
8 representative papersRisk stratification across settings
Pediatric, ICU, resource-limited, and multicenter cohorts show the evidence set spans different clinical contexts.
8 representative papersScores, biomarkers, and ML models
SOFA variants, PELOD-2, procalcitonin, and ML subtyping frame the current methods conversation.
8 representative papers
Evidence anchors
Representative papers
Sepsis Diagnosis and Treatment
Predictive Performance of Lactate-Integrated Early Warning Scores in Non-Traumatic Critically Ill Adults: A Prospective Study
Selected because it anchors an early-warning, risk-stratification, biomarker, clinical-score, or ML-subtyping question; this paper appears in Bratislavské lekárske listy/Bratislava medical journal (2026) and is matched to Sepsis Diagnosis and Treatment.
Sepsis Diagnosis and Treatment
Refining mortality risk stratification in pediatric sepsis: the roles of PELOD-2, vasoactive-inotropic scores, and procalcitonin in a tertiary hospital in Eastern Indonesia
Selected because it anchors an early-warning, risk-stratification, biomarker, clinical-score, or ML-subtyping question; this paper appears in Acute and Critical Care (2026) and is matched to Sepsis Diagnosis and Treatment.
Sepsis Diagnosis and Treatment
Machine learning-based precision subtyping and risk prediction in sepsis: a retrospective analysis using MIMIC-IV database
Selected because it anchors an early-warning, risk-stratification, biomarker, clinical-score, or ML-subtyping question; this paper appears in BMC Infectious Diseases (2026) and is matched to Sepsis Diagnosis and Treatment.
Sepsis Diagnosis and Treatment
Prehospital prediction of clinical course in patients with suspected sepsis: a prospective cohort study
Selected because it anchors an early-warning, risk-stratification, biomarker, clinical-score, or ML-subtyping question; this paper appears in Emergency Medicine Journal (2026) and is matched to Sepsis Diagnosis and Treatment.
Sepsis Diagnosis and Treatment
Predictors of ICU mortality in septic patients in a resource-limited African setting: a prospective multicenter cohort study in Lubumbashi, DR
Selected because it anchors an early-warning, risk-stratification, biomarker, clinical-score, or ML-subtyping question; this paper appears in Journal of Anesthesia Analgesia and Critical Care (2026) and is matched to Sepsis Diagnosis and Treatment.
Sepsis Diagnosis and Treatment
Improving Sepsis Outcomes Through Timely Detection and Initiation of Care
Selected because it anchors an early-warning, risk-stratification, biomarker, clinical-score, or ML-subtyping question; this paper appears in Digital Showcase Research, Scholarship, & Creative Works (University of Lynchburg) (2026) and is matched to Sepsis Diagnosis and Treatment.
Sepsis Diagnosis and Treatment
Performance of early warning assessment tools in predicting mortality among patients with sepsis: a systematic review and network meta-analysis
Selected because it anchors an early-warning, risk-stratification, biomarker, clinical-score, or ML-subtyping question; this paper appears in SHILAP Revista de lepidopterología (2026) and is matched to Sepsis Diagnosis and Treatment.
Sepsis Diagnosis and Treatment
Performance of sequential organ failure assessment 1 versus 2 for sepsis identification in patients with suspected infection: a multicenter retrospective cohort study
Selected because it anchors an early-warning, risk-stratification, biomarker, clinical-score, or ML-subtyping question; this paper appears in Critical Care (2026) and is matched to Sepsis Diagnosis and Treatment.