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Domain

Laboratory

Lab results, specimens, LOINC codes and pathology

810 laboratory terms

panel due datepnl_due_dt

The date by which a laboratory or diagnostic test panel is expected to be completed or resulted. Used in clinical workflow management to track overdue panels, prioritize specimen processing, and ensure timely delivery of grouped test results to ordering clinicians.

panel durationpnl_dur

The total elapsed time between the initiation and completion of a laboratory or diagnostic test panel. Used in clinical operations to measure turnaround performance, identify bottlenecks in specimen processing, and benchmark efficiency across laboratory testing workflows.

panel effective datepnl_eff_dt

The date on which a diagnostic test panel definition or care management panel assignment becomes active in EHR, LIS, or population health systems. Data engineers use this field to apply correct panel logic within date-ranged queries and to manage slowly changing dimension records in data warehouses.

panel emailpnl_eml

The electronic mail address associated with a provider, care team member, or contact linked to a care management panel in EHR or population health platforms. Data engineers use this field to support outreach automation, notification routing, and provider directory reconciliation across integrated systems.

panel emergency indicatorpnl_emerg_ind

A flag designating that a laboratory or diagnostic test panel has been ordered on an urgent or STAT basis requiring expedited processing. Triggers priority handling in laboratory information systems to ensure critical grouped test results are resulted and reported without standard processing delays.

panel end datepnl_end_dt

The date marking the conclusion or deactivation of a diagnostic test panel order or care management panel assignment in EHR and population health systems. Data engineers use this field to define active membership windows, filter historical records, and support time-bounded cohort analysis.

panel end timepnl_end_tm

The timestamp recording when all tests within a laboratory or diagnostic panel were completed and results finalized. Used in laboratory turnaround time calculations, workflow analysis, and reporting to measure the full duration from panel initiation to result availability.

panel entered bypnl_ent_by

The identifier of the clinician, technician, or staff member who entered the laboratory or diagnostic test panel order into the clinical information system. Supports accountability tracking, order verification workflows, and audit reporting for panel requisition data entry.

panel ethnicitypnl_ethn

The self-reported or administratively assigned ethnicity of the patient associated with a laboratory or diagnostic test panel. Used in population health analytics, health equity reporting, and clinical research to identify disparities in testing patterns and outcomes across ethnic groups.

panel expiration datepnl_exp_dt

The date after which a diagnostic test panel definition, standing order, or care management panel assignment is no longer valid in EHR, LIS, or population health systems. Data engineers use this field to enforce validity filters, purge stale records, and manage panel lifecycle in data pipelines.

panel external identifierpnl_ext_id

A unique identifier assigned to a laboratory or diagnostic test panel by an external system, such as a reference laboratory, health information exchange, or interfacing EHR. Enables cross-system tracking, result reconciliation, and interoperability for panel orders processed outside the primary clinical system.

panel faxpnl_fax

The facsimile number associated with the ordering or receiving party for a laboratory or diagnostic test panel. Used to transmit panel requisitions, result reports, or clinical documentation to external providers, reference laboratories, or care facilities when electronic interfaces are unavailable.

panel feepnl_fee

The charge amount billed for the collection and processing of a laboratory or diagnostic test panel. Captured in revenue cycle workflows to support claims submission, patient billing, cost accounting, and financial analysis of laboratory service line profitability.

panel first namepnl_first_nm

The first name of the patient associated with a laboratory or diagnostic test panel order. Used for patient identity verification during specimen collection, result reporting, and clinical documentation to ensure panel results are accurately linked to the correct individual.

panel flagpnl_flg

A binary or categorical status marker indicating a specific condition or attribute of a diagnostic test panel or care management panel in EHR and LIS systems, such as critical results or quality review status. Data engineers use panel flags to trigger downstream workflow routing and exception handling logic.

panel frequencypnl_freq

The scheduled interval at which a recurring laboratory or diagnostic test panel is to be ordered or performed, such as daily, weekly, or monthly. Used in standing order management, chronic disease monitoring protocols, and clinical decision support to automate repeat panel requisitions.

panel full namepnl_full_nm

The complete descriptive name of a laboratory or diagnostic test panel, encompassing all component tests included in the grouping. Used in clinical documentation, ordering interfaces, patient-facing reports, and laboratory information systems to clearly identify the scope of tests being performed.

panel genderpnl_gndr

The biological sex or gender identity of the patient associated with a laboratory or diagnostic test panel. Used to apply gender-specific reference ranges for panel result interpretation, support clinical decision rules, and enable demographic stratification in laboratory quality and outcomes reporting.

panel glucosepnl_gluc

The measured blood glucose concentration captured as part of a laboratory test panel, such as a comprehensive metabolic panel. Used in clinical assessment of metabolic function, diabetes management, critical care monitoring, and trending of glucose levels over serial panel orders.

panel group numberpnl_grp_nbr

The insurance group plan number associated with the patient at the time a laboratory or diagnostic test panel was ordered. Used in claims adjudication, eligibility verification, and revenue cycle processing to correctly route panel billing to the applicable health plan group contract.

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