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Record W1683651436 · doi:10.1155/2013/489587

Necrotizing Fasciitis in an Immunocompromised Elderly Woman

2013· article· en· W1683651436 on OpenAlexaffabout
Ananda Ghosh, Jennie Johnstone

Bibliographic record

VenueCanadian Journal of Infectious Diseases and Medical Microbiology · 2013
Typearticle
Languageen
FieldMedicine
TopicStreptococcal Infections and Treatments
Canadian institutionsPopulation Health Research InstituteMcMaster UniversityHamilton Health Sciences
Fundersnot available
KeywordsMedicineErythemaPhysical examinationPresentation (obstetrics)Past medical historySurgeryMedical historyPalpationHeart failureInternal medicine

Abstract

fetched live from OpenAlex

1Department of Medicine; 2Institute for Infectious Diseases Research, Faculty of Health Sciences, McMaster University, Hamilton, Ontario Correspondence: Dr Jennie Johnstone, Department of Medicine, McMaster University, 3200 MDCL, 1280 Main Street West, Hamilton, Ontario L8S 4L8. Telephone 905-525-9140 ext 22726, fax 905-389-5822, e-mail johnsj48@mcmaster.ca Case Presentation An 85-year-old woman presented to hospital with a rapidly progressing erythema of the lower left leg. The patient was well until several hours before admission when she noted a small area of painful erythema on her left shin that progressed over 2 h to involve the entire leg below the knee. There had been no erythema noted earlier that day when her daughter bathed her. Her medical history was significant for hypertension, congestive heart failure, remote left total knee arthroplasty and a recent diagnosis of temporal arteritis for which 40 mg of prednisone daily was perscribed. She had no recent travel history and no sick contacts. On presentation, the patient appeared well, was not in distress and was hemodynamically stable with a heart rate of 80 beats/min, blood pressure of 120/60 mmHg and a temperature of 36.7°C. Her physical examination was remarkable for erythema over the anterior lower left leg, extending around the calf. There were no bullae. Although the leg was tender to palpation, the pain was not out of proportion with the area of erythema. There was no crepitus, and no ulcers or ports of entry were apparent. No regional lymphadenopathy was present. Examination of the left knee found no warmth, effusion or erythema, and there was complete and pain-free range of motion. The remainder of her physical examination was unremarkable. Initial investigations revealed a hemoglobin level of 146 g/L, a leukocyte count of 6.5×109/L, a platelet count of 146×109/L and a creatinine level of 51 μmol/L. Venous Doppler ultrasound of the left leg showed no evidence of deep vein thrombosis. Blood cultures were obtained before the patient was started on empirical intravenous antibiotic therapy with cefazolin (1 g every 8 h) and clindamycin (600 mg every 8 h). After 24 h of therapy, the erythema of the leg improved; however, severe foot pain developed in the absence of any erythema. She remained hemodynamically stable with a blood pressure of 140/80 mmHg and a heart rate of 80 beats/min and remained afebrile with a temperature of 36.5°C but had a notable drop in her leukocyte count to 1.8 ×109/L. Her creatine kinase level (26 U/L) was normal (normal <150 U/L). Due to the confusing clinical picture and in light of her immunocompromised status, antibiotic coverage was broadened by discontinuing cefazolin and starting piperacillin/tazobactam (4.5 g every 8 h). Approximately 36 h after admission, she acutely deteriorated, developing fever (37.9°C), hypotension (80/60 mmHg), a decreased level of consciousness, and worsened edema and erythema of the left leg extending above the knee with multiple small foci of necrosis. She required transfer to the intensive care unit for inotropic support. Vancomycin was added to the piperacillin/tazobactam and clindamycin, intravenous immunoglobulin was given, and an urgent orthopedic surgery consultation was obtained. A fascial biopsy was performed, which was sent for frozen section and culture. The biopsy was consistent with necrotizing fasciitis (NF) and the patient was taken to the operating room for urgent debridement, where an above-knee amputation was performed. Postoperatively, the patient experienced ongoing hypotension and a new area of erythema over the upper left thigh extending to the abdomen. The piperacillin/tazobactam was discontinued and meropenem was added. The next day, there was growth in the tissue culture from the fascial biopsy. What was the causative organism?

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.007
GPT teacher head0.244
Teacher spread0.237 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
Domainnot available
GenreEmpirical

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

Citations8
Published2013
Admission routes2
Has abstractyes

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