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 Basal, Diagnosis: Poorly differentiated invasive ductal carcinoma (tumor diameter: 4 cm). Concluding tumor classification for the left breast: NOS, G III, pT2N1aLOVORO.

expanded version (tokens=456) : 
 Here is an expanded list of the information extracted from the breast pathology report:

1. Histological classification: 
   - Subtype Basal 
   - Poorly differentiated invasive ductal carcinoma 

2. Tumor characteristics: 
   - Tumor diameter: 4 cm 

3. Concluding tumor classification for the left breast: 
   - NOS (not otherwise specified) 
   - G III (histological grade 3) 
   - pT2N1aLOVORO (pT2 stage, N1a lymph node involvement, absence of distant metastases, positive lymphovascular invasion, and receptor-negative tumor)

4. Subtype: The report mentions that the subtype of the invasive ductal carcinoma is basal. Basal-subtype cancers are known to be more aggressive and have poorer outcomes.

5. Necrosis: There is no mention of necrosis in the report.

6. Tumor infiltrating lymphocytes: The report does not mention any findings of tumor infiltrating lymphocytes.

7. Histological grade and nuclear grade: The tumor is diagnosed as poorly differentiated invasive ductal carcinoma and graded as histological grade 3, which indicates a high level of cellular abnormality. Nuclear grade is not specified in the report.

8. Lymphovascular invasion: The report states that there is evidence of lymphovascular invasion, which means that cancer cells have entered the lymphatic or blood vessels.

9. Calcification: No mention of calcification

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=602) : 
 Basal subtype poorly differentiated invasive ductal carcinoma was diagnosed in the left breast with a tumor diameter of 4 cm. The cancer is NOS and is graded at histological grade 3. Lymphovascular invasion was detected, but no necrosis or tumor-infiltrating lymphocytes were reported. The stage of the cancer is pT2N1aLOVORO, which means there is no evidence of distant metastases, receptor-negative tumor, and positive lymph nodes.

