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, FINAL DIAGNOSIS: PART 1: BREAST, LEFT, SEGMENTAL MASTECTOMY --. INVASIVE DUCTAL CARCINOMA, 4.2 CM (GROSS), NOTTINGHAM GRADE 3 (COMBINED NOTTINGHAM. SCORE 9/9: TUBULE FORMATION 3/3, NUCLEAR ATYPIA 3/3, MITOTIC ACTIVITY 3/3), WITH. COMEDONECROSIS AND ASSOCIATED MICROCALCIFICATIONS AND LYMPHOPLASMACYTIC INFILTRATE. B. DEFINITIVE IN SITU CARCINOME THE IDENUFIED. C. MARGINS FREE, CLOSEST POSTERIOR WITHIN 0,1 CM, SECOND CLOSEST SUPERIOR WITHIN 0.2 CM. D. LVMPHOVASCULAR IMVASION is NOT IDENTIFIED. E. ATYPICAL DUCTAL EPITHELIAL HYPERPLASIA. F. FLAT EPITHELIAL ATYPIA. G. FLORID DUCTAL EPITHELIAL HYPERPLASIA. H. COLUMNAR CELL CHANGES IN HYPERPLASIA. I. ADENOSIS 33% OSNG. J. CHANGES AND FIBROADE.NOMATA. K. BIOFSY 3FTE CHANOES. 1. PATYOLOGIC STACE (nae corment). PART 2: BREAST, LEFT, NEW SUPSRIOR/I.ATERA MARGIN. ADIPOSE T1 RESCATIVE FOR TUMOR. PART 3: SENGNEL LYAPH NODE LEFY AX'IA, BIOPSY -. : ONE LYMPN wore NEGATIVE FOR METASTATIC CARCINOMA. 3. BARE 5001 OF GIANT CSLLS IN SUBCAPSULAR SPACE, CONSISTENT WITH PRIOR INTERVENTION. ser- TIBSUE VITH FAT NICHOSIS, INFLAMMATION AND FIBROSIS, CONSISTENT WITH PRIOR. PART 4: S: - in #2, LEFT AXCLA. BIOFSY. ONE : YUPH NODE VEGUTIVE FOR METASTATIC CARCINOMA (0/1). PART 5: SENTINEL LYMP4 NODE #3. AXILIA BIOPSY. ONF ! YMPH there MEGATIVE TOR METASTATIC c. ARCINOMA (0/1).

expanded version (tokens=947) : 
 The breast pathology report indicates an invasive ductal carcinoma (IDC) of 4.2 cm in the left breast, with comedonecrosis and associated microcalcifications and lymphoplasma-cytoid infiltrates. The IDC is a subtype basal, which has a triple-negative receptor status. The combined Nottingham score of 9/9 confirms that the tumor is of high-grade malignancy with a poor prognosis. Necrosis and lymphoplasmacytic infiltrate are also present.

The report states that lymphovascular invasion is not identified. This is a favorable finding as lymphovascular invasion is an indicator of the tumor's aggressiveness and propensity to spread to other parts of the body.

The report also mentions the presence of other breast abnormalities, including atypical ductal epithelial hyperplasia, flat epithelial atypia, florid ductal epithelial hyperplasia, columnar cell changes in hyperplasia, adenosis, and changes in fibroadenomas. These are non-cancerous or pre-cancerous breast conditions that may increase the risk for developing breast cancer.

Further, the report mentions that there is adipose tissue positive for tumor in the new superior/lateral margin, which may require further treatment or monitoring to ensure complete removal of the tumor.

The sentinel lymph node biopsy shows that one lymph node was negative for metastatic carcinoma, and the other two lymph nodes were consistent with prior intervention, indicating a prior biopsy or surgery.

Overall, the report

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=1100) : 
 A 4.2cm invasive ductal carcinoma, basal subtype, with comedonecrosis, microcalcifications and high-grade malignancy is present in the left breast. The tumor is triple-negative and lymphovascular invasion is not identified. Other non-cancerous or pre-cancerous breast conditions are also present. Sentinel lymph node biopsy shows one negative for metastatic carcinoma while two show consistent prior treatment. Adipose tissue testing shows positivity for tumour in margins indicating incomplete removal of the tumor requiring further attention.

