An Eleven-Year Old Patient with Rikettsial Disease: Case Report
Bibliographic record
Abstract
Rickettsial diseases are a group of diseases caused by obligatory intracellular gram-negative coccobacillus and transmitted to humans by arthropod vectors.The main signs and symptoms during the clinical course of endemic typhus are fever, rash, myalgia, nausea, headache, diarrhea, hepatomegaly, splenomegaly and loss of appetite.The high incidence in the Mediterranean basin is believed to be a result of the hot climate.Due to lack of specific findings, the true incidence of the disease is not clear.Because delay in diagnosis and treatment leads to increased morbidity and mortality, treatment should be initiated immediately with clinical suspicion.Immunofluorescence antibody detection is the gold standard for diagnosis.The Weil-Felix test can be used in the absence of other tests.A patient with the diagnosis of rickettsial disease is presented here.(J Pediatr Inf 2011; 5: 141-3)
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.004 |
| Meta-epidemiology (narrow) | 0.003 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.007 | 0.005 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".