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Record W2216893608 · doi:10.1155/2002/606382

Imported from Cuba?

2002· article· en· W2216893608 on OpenAlexaff
Mark A. Miller

Bibliographic record

VenueCanadian Journal of Infectious Diseases and Medical Microbiology · 2002
Typearticle
Languageen
FieldMedicine
TopicPneumocystis jirovecii pneumonia detection and treatment
Canadian institutionsMcGill UniversityJewish General Hospital
Fundersnot available
KeywordsGeography

Abstract

fetched live from OpenAlex

A 21-year-old man presented to the emergency room complaining of fever, chills, diarrhea and nausea with vomiting of two days' duration. He had a past medical history of remote jejunal dysplasia, which was surgically corrected when he was a child. He was taking no regular medications. He had been well until two days earlier, when he developed a sudden onset of fever to 39.9°C, chills and severe nausea with frequent bouts of vomiting. He remembered feeling more tired than usual for three days before the onset of his fever, but nothing more specific. He saw a physician the day after the onset of fever, and the physician prescribed oral cotrimoxazole double-strength, of which he took one dose. Due to persistence of the above symptoms, he presented to the emergency room. He had travelled to Cuba for a seven-day vacation at a resort, and returned home 14 days before the onset of symptoms. He had experienced one day of mild diarrhea while in Cuba, but two of his friends experienced two to three days of diarrhea without fever at the same time while there. He denied abdominal pain, headache, cough, shortness of breath, rash, urinary symptoms or other problems. He had no risk factors for HIV infection. On examination, he was toxic and experiencing rigors, but was awake and alert. His temperature was 39.8°C, pulse was 107 beats/min and respirations were 30 breaths/min. The examination was normal except for evidence of dehydration and marked splenomegaly without tenderness. A chest radiograph and urinalysis were normal. The patient's hemoglobin level was 167 g/L, his platelet count was 138x10(9)/L and his leukocyte count was 9.5x10(9)/L with a marked shift to the left. The patient's creatinine level was 139 μmol/L, urea level was 6.8 mmol/L, total bilirubin level was 48 μmol/L (44% conjugated), alanine aminotransferase level was 113 U/L and gamma glutamyl transpeptidase level was 83 U/L. Other liver function tests were normal. Blood and urine cultures were obtained. An abdominal ultrasound confirmed the presence of splenomegaly with a tiny splenic cyst and an otherwise normal examination (including a normal liver). Infectious enteritis with sepsis was diagnosed and the patient was started on intravenous ciprofloxacin. The following day, two sets of blood cultures that were taken while the patient was in the emergency room showed the presence of Gram-negative rods, which were identified the next day as Salmonella species (serogroup C1), susceptible to ampicillin, cotrimoxazole, fluoroquinolones and ceftriaxone. After three days of taking parenteral ciprofloxacin, the patient felt subjectively better but continued to have afternoon and evening fevers of more than 40°C, accompanied by rigors and extreme exhaustion. His platelets decreased daily, to a nadir of 49x10(9)/L, and his leukocytes decreased to 3.8x10(9)/L. HIV serology was negative. He had no other new complaints, and the examination was unchanged. Repeat blood cultures were negative. A diagnostic procedure was performed to explain the persistent sepsis. What is your diagnosis?

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)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.171
Threshold uncertainty score0.340

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0280.003

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 head0.214
Teacher spread0.207 · 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

Citations1
Published2002
Admission routes1
Has abstractyes

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