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 LumA, Diagnosis: 1. Poorly differentiated invasive breast carcinoma with focal in situ spread. (tumor diameter: 2.2 cm). In conclusion, this is a poorly differentiated invasive ductal carcinoma with focal. neuroendocrine characteristics. In conjunction with the preliminary finding, this gives rise to the following tumor. classification: NOS, G III, pT2N0(sn)LOVORO.

expanded version (tokens=495) : 
 Sure, let me break down the information for you:

- Histological Classification: The biopsy shows a poorly differentiated invasive breast carcinoma with focal in situ spread. The tumor is classified as NOS (not otherwise specified), which means it cannot be categorized into a specific subgroup.

- Subtype: The subtype is LumA, which is a subtype of hormone receptor (HR)-positive cancer (i.e., estrogen receptor and/or progesterone receptor positive).

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

- Tumor Infiltrating Lymphocytes: There is no mention of tumor infiltrating lymphocytes in the report.

- Histological Grade: The histological grade is Grade III, which indicates a highly abnormal cell structure and fast growth rate.

- Nuclear Grade: There is no mention of nuclear grade in the report.

- Lymphovascular Invasion: The report indicates that there is no lymphovascular invasion.

- Calcification: There is no mention of calcification in the report.

- Receptor Status: The report indicates that the subtype is LumA, which means that the tumor is hormone receptor (HR)-positive (i.e., estrogen receptor and/or progesterone receptor positive).

- IHC: The report does not mention any results from immunohistochemistry (IHC) testing.

- Ancillary Testing Results: There is no mention of any other ancillary testing results in the report.

In summary, the pathology report shows a poorly differentiated invasive breast carcinoma

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=626) : 
 The breast biopsy shows a poorly differentiated invasive ductal carcinoma with focal neuroendocrine characteristics. The tumor is classified as NOS, Grade III, pT2N0(sn)LOVORO with no infiltration into lymphovascular spaces observed. The subtype is LumA, indicating that the tumor is hormone receptor-positive. There is no mention of necrosis, nuclear grade, calcification or IHC results.

