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Record W2998160446 · doi:10.14740/jh592

Hemophagocytic Lymphohistiocytosis in Adults: Associated Diagnoses and Outcomes. A Ten-Year Experience at a Single Institution

2019· article· en· W2998160446 on OpenAlex
Stephen Jumic, Sucha Nand

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Hematology · 2019
Typearticle
Languageen
FieldMedicine
TopicAutoimmune and Inflammatory Disorders Research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineHemophagocytic lymphohistiocytosisCase fatality ratePediatricsMedical diagnosisMalignancyMedical recordPopulationInternal medicineEpidemiologyPathologyDisease

Abstract

fetched live from OpenAlex

BACKGROUND: Hemophagocytic lymphohistiocytosis (HLH) is a syndrome of excessive systemic inflammation which causes tissue damage due to abnormal immune system activation and has a high fatality rate even with treatment. HLH continues to be a difficult diagnosis to make because of lack of awareness and its overlap with other illnesses. This disorder is well defined in pediatric patients under the age of 18, but there is also a paucity of data in the adult population. The goals of this study were to describe associated disorders, clinical course and outcomes, and to determine if additional clinical criteria can be used to help with the diagnosis of HLH in adult patients. METHODS: Patients' electronic medical records from 2007 to 2017 (who were ≥ 18 years old at the time of the search) were screened by ICD 9 and ICD 10 codes which contain the diagnosis of HLH or hemophagocytic syndrome, infection-associated. We identified 41 adult cases of HLH that were treated at our medical center over the course of 10 years and assessed these patients using both the historical and newly proposed diagnostic criteria. We also identified underlying diagnoses related to the development of HLH and fatality rates. RESULTS: Median age at diagnosis was 55 years old (18 - 87 years old) and 22 were male. Twenty-two had an infection, 16 with malignancy, seven had an autoimmune disorder and one with Sweet syndrome. Fifteen patients were treated with steroids alone, 18 with steroids and chemotherapy, three with steroids and antiviral agents, and two with chemotherapy alone. Sixteen (39%) died and 25 (60%) survived discharge. Seven patients died after discharge. Median survival of all patients was 1,095 days. CONCLUSIONS: Our data show that HLH is primarily associated with infections and malignancies. Newly proposed diagnostic criteria are not as specific, but can be helpful in making the diagnosis of HLH. We also showed that the fatality rate at our institution was lower than currently published rates of adult HLH.

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.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.024
Threshold uncertainty score0.342

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.014
GPT teacher head0.287
Teacher spread0.273 · 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