Resistant <i>Mycoplasma pneumoniae</i> in children
Bibliographic record
Abstract
Question A 5-year-old child was seen in our clinic with a clinical presentation consistent with community-acquired pneumonia. She was prescribed a course of amoxicillin and azithromycin, but remained febrile and returned to the clinic 3 days later. The family just returned from a trip to Japan. What is the current available evidence for treatment of macrolide-resistant Mycoplasma pneumoniae pneumonia? Answer Macrolide-resistant M pneumoniae (MRMP) rates are increasing worldwide, with especially high prevalence in China, Japan, and Taiwan. Most evidence in children supports the use of tetracyclines for MRMP with more limited evidence supporting fluoroquinolones for this indication. Children with M pneumoniae pneumonia and a history of recent travel to countries with high rates of resistance or who do not improve within 48 to 72 hours of macrolide treatment should be treated with 2 mg/kg of doxycycline orally twice daily (maximum 100 mg per dose).
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 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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
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".