Clinical Laboratory

Reference lab serving the continuum

The Kareplexity angle: closing the loop on abnormal lab results across facilities. A critical lab value at 6pm Friday from the SNF should flag the on-call physician AND the SNF DON, not sit in a queue until Monday. CAP/CLIA mandates timely critical-value notification; most labs miss it.

v0.1.13 status

Schema sketch + classifier is in place. Synthetic data generator (orders + results) + live UI are deferred to v0.5. The illustrative results below run through the deterministic critical-value classifier to show what the production view detects.

Recent critical-value pings (illustrative)

PatientFacilityPanelComponentValueStatus
Eleanor StricklandKaraDayDemo Houston SNFBasic metabolic panelpotassium6.4 mEq/Lcritical
Henry OzawaKaraDayDemo Senior LivingComplete blood countwbc0.8 K/μLcritical
Margaret HollowayKaraDayDemo Home HealthBNP / NT-proBNPbnp1240 pg/mLcritical
Earl ThibodeauKaraDayDemo HospiceBasic metabolic panelsodium142 mEq/Lnormal
Patricia NguyenKaraDayDemo Houston SNFINR / PTinr4.8 normal

Test catalog · Medicare CLFS 2024 fees

Complete blood count$8.55
Basic metabolic panel$11.89
Comprehensive metabolic panel$14.39
Lipid panel$13.39
Hemoglobin A1c$8.97
TSH (thyroid)$18.61
Urinalysis$3.13
BNP / NT-proBNP$49.02
Troponin$12.28
INR / PT$5.51
PTT$7.14
Vitamin D 25-OH$35.33
Ferritin$16.53
COVID-19 PCR$75.00
Blood culture$9.21

Reimbursement unit: per-test fee (Medicare CLFS + commercial). Critical-value classifier in lib/verticals/lab/classifyLabResult() applies industry-standard critical thresholds for electrolytes, CBC, coagulation, and cardiac markers. Production plugs in the lab's local reference ranges + facility-specific notification rules.

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