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Record W4413414195 · doi:10.1186/s13054-025-05600-7

Healthcare costs after sepsis: a systematic review

2025· review· en· W4413414195 on OpenAlexaffabout
Victoria Chechulina, Fatima Sheikh, Meghan Lóser, Marina Englesakis, Kali Barrett

Bibliographic record

VenueCritical Care · 2025
Typereview
Languageen
FieldMedicine
TopicSepsis Diagnosis and Treatment
Canadian institutionsToronto General HospitalUniversity of TorontoUniversity Health NetworkImpactMcMaster UniversityWestern University
Fundersnot available
KeywordsMedicineCINAHLHealth careObservational studyMEDLINESystematic reviewData extractionSepsisRandomized controlled trialEmergency medicineIntensive care medicinePsychological interventionNursingInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Sepsis is a life-threatening syndrome associated with significant health resource utilization. Previous systematic reviews have demonstrated high healthcare costs during hospitalization with sepsis, but post-discharge health costs have not been characterized. Understanding these costs allows health system decision-makers to identify targets for reducing preventable spending and strain on healthcare resources. This systematic review aims to describe the post-hospitalization healthcare costs among adults living in developed nations who survived an episode of sepsis. METHODS: We searched MEDLINE, Embase, CINAHL, and the Cochrane Central Register of Controlled Trials and Database of Systematic Reviews from the year 2000 to February 4, 2025. The search strategy was developed by combining concepts of sepsis, costs, study types, and developed countries. Two reviewers independently screened titles and abstracts, followed by full-text review and data extraction. Conflicts were resolved by a third reviewer. Study quality was assessed using the Newcastle-Ottawa scale for non-randomized studies. Narrative synthesis was used to summarize findings. RESULTS: We identified 23 observational studies that met the inclusion criteria. The methods used to calculate and report healthcare costs varied widely across studies, including the types of costs incurred (readmissions, physician visits, medication costs, and others) and the period over which costs were calculated. Across studies, the median total healthcare cost among sepsis survivors in year one after discharge was $28,719 (IQR $21,715) and the median total healthcare cost in year two after discharge was $22,460 (IQR $14,407). The median cost of a readmission for sepsis survivors was $20,320 (IQR $4,889). Six of seven studies that included a non-sepsis comparator group reported that sepsis survivors accrue higher healthcare costs post-discharge compared to individuals without sepsis. CONCLUSIONS: Our systematic review demonstrates that sepsis survivors incur high healthcare costs that can persist for years after discharge from initial hospitalization. These findings underscore the long-term health economic burden of sepsis, highlighting sepsis as an important target for policy and practice interventions that could improve health outcomes and reduce costs. PROSPERO REGISTRATION NUMBER: CRD42023456850.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.180
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0060.002
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.131
GPT teacher head0.485
Teacher spread0.354 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations13
Published2025
Admission routes2
Has abstractyes

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