App Overview

BiliCalc icon

BiliCalc

Jacob Beniflah, MD · Medical

Designed by a pediatrician, BiliCalc uses the American Academy of Pediatrics 2004 "Management of Hyperbilirubinemia in Infants Greater than 35 Weeks of Age" to calculate the threshold for starting phototherapy based o...

$1.99 · In-app purchases

PRICE
$1.99
In-app purchases
BUSINESS MODEL
Paid
No overall Grossing estimate available
RATING
2.8
28 ratings · Below Average

Evidence scope: No current overall US chart position is available. Category-chart positions shown in discovery are a separate scope. Revenue is a directional model estimate, not verified earnings.

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A product spec, phased build plan, differentiation notes, and screen references.

  • START_HERE
  • AGENTS
  • EVIDENCE
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Goal: Send a clear invoice after finishing a job.

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Rork plan preview for BiliCalc: map the core Medical workflow, choose the smallest differentiated feature set, define the data and monetization boundaries, then prototype the riskiest user journey first.
            

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Opportunities

AI-GENERATED OPPORTUNITY HYPOTHESES

These are generated suggestions, not verified review quotations. Check current App Store reviews and speak with users before treating a possible gap as a requirement.

Hypothesis 1

Offer additional features like tracking bilirubin trends over time.

Assumption to check: Limited functionality compared to comprehensive medical apps

Validate with people who use this workflow before building.

Hypothesis 2

Implement rigorous testing and user feedback loops.

Assumption to check: Low user ratings due to bugs and crashes

Validate with people who use this workflow before building.

Hypothesis 3

Simplify paywall and provide clear value for premium features.

Assumption to check: In-app purchases can be confusing

Validate with people who use this workflow before building.

Hypothesis 4

Introduce reminders and educational content related to bilirubin health.

Assumption to check: Lack of user engagement features

Validate with people who use this workflow before building.

App evidence

Original App Store material. Ratings and screenshots describe the existing app, not proof of demand for your version.

App Store description

Designed by a pediatrician, BiliCalc uses the American Academy of Pediatrics 2004 "Management of Hyperbilirubinemia in Infants Greater than 35 Weeks of Age" to calculate the threshold for starting phototherapy based on the patient's age, bilirubin level, and neurotoxicity risk. Values are now displayed on the phototherapy nomogram. In addition, it will also tell you the patient's risk zone using the Bhutani Nomogram. Allows direct age input and includes the option to calculate age from birth and lab sample times. The app has a direct link to source journal articles, nomograms, and a list of the neurotoxicity risk factors. Supports US and SI units (mg/dL and µmol/L). App Feature Summary -Calculates phototherapy threshold for newborns 35 weeks and older -Displays values on phototherapy nomogram -Suggests time frame for followup bilirubin levels based on patient risk zone -Direct links to reference journal articles ********************************** Frequently Asked Questions ********************************** 1. I think the graph is backwards. Why is low risk on top and high risk on bottom? The graph is directly from the 2004 AAP Hyperbilirubinemia Guidelines. The degree of "risk" refers to the infant's risk for developing neurotoxicity. This is different than the Bhutani Nomogram in which "risk" refers to the risk for development of severe hyperbilirubinemia. The threshold for treatment (when a data point lies above one of the lines on the graph) of the infant is different based on the predisposing factors (divided into the three risk categories). Babies who are "low neurotoxicity risk," can tolerate higher levels of bilirubin than a baby with medium or high risk. Therefore, a high risk baby will be treated at lower bilirubin levels than a low risk baby. The graph is correct in having low risk on top since a higher value is needed to pass the threshold for treatment (phototherapy). Please see the graph here for verification as well: http://bit.ly/AppPWU. Please email if you have further questions. ****************************************** Intended for use by pediatricians, neonatologists, physicians, medical students, and pediatric nurses who treat newborn infants in the hospital and as outpatients. BiliCalc should be used only as a reference aid. The information contained in the app should not be used as a substitute for the exercise of professional clinical judgement. Please contact the developer if you find any errors. Keywords: bilitool, bilitool.org, jaundice, hyperbiliubinemia

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SUGGESTED BUILD STACK
React Native
Expo
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BUILD KIT DIFFICULTY
Starter

From the Build Kit assessment.

A reliable timeline needs an agreed scope and a technical check. Ask your agent to estimate the phases in BUILD_PLAN.md after that review.