{'fraction_non_alphanumeric': 0.019538188277087035, 'fraction_numerical': 0.013025458851391355, 'mean_word_length': 5.353383458646617, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Building a Quality Management System for a Thyroid Nodule Clinic.

BACKGROUND
There are few published quality metrics relevant to fine-needle aspirations (FNA) of the thyroid and endocrinology. With the development of a Thyroid Nodule Clinic within an academic practice, the Division of Endocrinology, in collaboration with the Department of Medicine Quality Improvement Team, established a system to monitor the results and follow-up of thyroid biopsies to ensure patient safety and to prevent adverse clinical outcomes attributable to delayed or incomplete follow-up.


METHODS
All FNA performed are identified using billing data from the Thyroid Nodule Clinic. Results were followed using the Beth Israel Deaconess Online Medical Record (OMR) system, and information is collected on documented follow-up plan and actions taken. Missing data are flagged for review. Over the reporting period, the monitoring process and categories were modified to account for adoption of the Bethesda reporting criteria and implementation of gene expression classifier testing. Specific workflow plans were developed for each cytopathologic classification.


RESULTS
Between July 2007 and June 2014, 3895 FNAs were performed. The quality improvement tracking process found that 3856/3895 (99%) biopsy cases had documented follow-up since initiation of the project.


CONCLUSION
This monitoring process has ensured quality patient care, with confidence that patients having FNAs are receiving documented necessary follow-up for treatment of their nodular conditions. This system serves as a potential model for others to use in their endocrine practice in managing the results of thyroid nodule biopsies.