Bibliographic record
Abstract
Hereby presented is a case of a rather unusual community-acquired Mycoplasma pneumonia ( M. pneumonia ) infection in a 47 year-old woman with pneumonia associated with confusion, sleepiness and disorganisation before her hospital admission. Later on, she developed a clinically significant cold agglutinin hemolytic anemia which required a blood transfusion support. Other extrapulmonary symptoms should be looked for in patients infected with M. pneumonia . The central nervous system (CNS) involvement being the most common one, other systems such as cardiac, renal, skin, gastro-intestinal and rheumatologic could be affected. M. pneumonia should be searched for by serology, if available in your hospital, as it is one of the common atypical pneumonia that needs to be kept in mind by all primary care physicians. Recognizing this infectious agent is crucial for everybody as the patient needs to be isolated as it is an airborne transmission and they need to stay in a warm room to prevent or reduce the associated hemolytic anemia complication. It also typically responds to macrolides and fluoroquinolones specifically but doxycycline can also be used in the treatment arsenal. J Med Cases. 2013;4(7):471-473 doi: http://dx.doi.org/10.4021/jmc1233w
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 teacher head, 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".