Tinnitus, Enophthalmos, And Transient Thrombocytopenia As Symptoms Of Metastatic Breast Cancer Without Local Disease
Bibliographic record
Abstract
Summary A 57 year old woman with a past medical history of oculopharyngeal muscular dystrophy presents with tinnitus, thrombocytopenia, and enophthalmos. She then develops subcutaneous skin nodules on her abdomen. Initial biopsies of the cutaneous nodules revealed adenocarcinoma of unknown origin. CT imaging of her chest, abdomen, and pelvis reveal atypical peritoneal carcinomatosis and possible diffuse bone marrow infiltration. CA -125, CEA and CA-19 are negative. Upper and lower endoscopies are normal along with bilateral mammograms of the breast. Repeat biopsy of the skin nodules and bone marrow biopsy reveals lobular carcinoma of the breast. She is treated with hormone modifying therapy for approximately one year but subsequently passes away.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".