prompt1 : extract information from  breast pathology report. List the histological classification, i.e. type of cancer or DCIS, subtype, description of any necrosis, any mention of tumor infiltrating lymphocytes,  histological grade, nuclear grade,  lymphovascular invasion, calcification, receptor status, IHC and any other ancillary testing results.  List out and expand the main points.
prompt2 : The report is - Subtype LumB, Sex: Female Ethnicity (Race): (. Diagnosis: Breast Cancer Histological description: Infiltrative ductal carcinoma. Anatomic Site: Left Breast Tumor location: Primary. Tissue Specification: Tumor Specimen Matrix: Tissue Specimen Format: Frozen. Container: cryomold Type of Procurement: Radical mastectomy Grade: 2. T Stage: 2 N Stage: 0 M Stage: 0 Treatment: none. Treatment Details: n/a. Normal Sample. Anatomic Site: Blood Sample Type: Normal Type of Procurement: blood draw. Matrix: Blood Specimen Format: frozen Container: tube.

expanded version (tokens=541) : 
 Here are the main points extracted from the breast pathology report:

- Subtype LumB: This refers to the subtype of breast cancer, which is based on molecular markers. LumB subtype is characterized by estrogen receptor positive (ER+), progesterone receptor negative (PR-), and HER2 negative (HER2-) status. 
- Sex: Female Ethnicity (Race): (. : These are demographic information about the patient. 
- Diagnosis: Breast Cancer: The diagnosis confirms the presence of breast cancer. 
- Histological description: Infiltrative ductal carcinoma: The type of cancer is infiltrative ductal carcinoma (IDC), which is the most common type of breast cancer. 
- Anatomic Site: Left Breast: This indicates where the cancer is located.
- Tumor location: Primary: The cancer is classified as primary, meaning it originated in the breast tissue rather than having spread from somewhere else in the body. 
- Tissue Specification: Tumor: This refers to the type of tissue that was analyzed. 
- Specimen Matrix: Tissue: The type of matrix (or material) that was used to preserve the tissue sample. 
- Specimen Format: Frozen: The tissue sample was frozen to preserve it. 
- Container: Cryomold: The container used to store the frozen tissue sample. 
- Type of Procurement: Radical Mastectomy: This refers to the type of surgery the patient underwent to remove the breast tissue containing the cancer. 


prompt : Please generate a succinct report in 75 words from the above information. Exclude any filler words or sentences. If something is not mentioned or specified, exclude it from the report. Low verbosity.

final output (tokens=644) : 
 The report confirms a LumB subtype infiltrative ductal carcinoma in the left breast of a female patient. The tumor was classified as primary and analyzed from frozen tissue preserved in a cryomold container. The patient underwent radical mastectomy surgery, and no treatment details were provided.

