Bibliographic record
Abstract
Benign idiopathic cystic chondromalacia (BICC) is an uncommon, benign, painless, and usually unilateral, dome-shaped cystic swelling in the helix or antihelix of the auricle. Common sites include the cymba concha, scaphoid fossa and triangular fossa. BICC can also be found in the literature reports labeled as auricular pseudocyst, endochondral pseudocyst, intracartilaginous cyst, and (pseudo) auricular seroma. Because BICC is fairly unknown, they can be misdiagnosed and as a consequence inappropriately treated. A 60-year-old man presented with a mass on the right auricle of 5-year duration. It had increased slightly in size over this period. He denied any history of auricular trauma. Physical examination revealed a firm 1.5 × 1 cm sized firm mass in the scaphoid fossa and protruded slightly into the posterior helix. The patient underwent an excisional biopsy for diagnosis. The pathologic features of the mass were diagnostic for a BICC. Because BICC is fairly unknown, they can be misdiagnosed and as a consequence inappropriately treated. J Med Cases. 2018;9(12):383-385 doi: https://doi.org/10.14740/jmc3193
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 | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".