Bibliographic record
Abstract
A six-year-old male intact Labrador retriever with a history of recent importation from Taiwan, heartworm (Dirofilaria immitis) infection, and ?slow-kill (Heartgard?) therapy? of approximate 4 month duration, was presented to the Cornell University Hospital for Animals for multiple episodes of collapse and hematochezia. On initial presentation, the patient was dull, had pale mucous membranes, and an elevated heart rate. Cardiothoracic auscultation revealed crackles in the dorsal lung fields and a right-sided heart murmur (grade IV-VI). Additional diagnostics confirmed the presence of heartworms in the main pulmonary arteries. Treatment with intravenous fluids, pimobendan, sildenafil, doxycycline, metronidazole, prednisone, clopidogrel and supplemental oxygen was implemented. The patient was discharged after a five day hospitalization, with instructions to return after four weeks of strict rest for initiation of adulticidal heartworm treatment. This report highlights relevant clinical findings, diagnostics, and treatment protocol in a dog with clinical heartworm infection.
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 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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.031 | 0.069 |
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; both teacher heads agree on what is shown here.
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".