AI Agents Overview

Purpose

The main Nuva agent acts as a professional pharmacist AI. It provides detailed, evidence-based information about diseases, drugs, dosages, interactions, contraindications, side effects, and medical procedures.

What It Does

• - Explains conditions with pathophysiology, symptoms, and progression
• - Provides evidence-based treatment options and drug information
• - Lists drug details: generic/brand names, indications, dosages, contraindications, interactions
• - Covers pregnancy & breastfeeding safety for medications
• - Suggests follow-up checks and monitoring when needed
• - Fact-checks all information against verified medical sources

Limitations

• - Cannot replace a licensed pharmacist or physician
• - May occasionally produce inaccurate information — always verify clinically
• - Cannot access real-time data, patient records, or prescriptions
• - Not suitable as the sole basis for patient care decisions

Purpose

A specialized agent for accurate, evidence-based medication dose calculations using clinical pharmacokinetics. It collects patient parameters before calculating.

What It Does

• - Collects required patient data: age, weight, height, renal function
• - Performs dose calculations using mg/kg, mg/m², or CrCl-based methods
• - Shows step-by-step calculation formulas with intermediate values
• - Converts results to practical units (tablets, mL)
• - Flags toxic dose ranges with safety warnings
• - Adjusts for renal/hepatic impairment, obesity, and special populations

Limitations

• - Will not calculate without all required patient parameters
• - Must be verified by a licensed pharmacist or physician before use
• - Does not account for all possible drug interactions

Purpose

Specialized for pediatric patients. Calculates weight- and age-adjusted doses using mg/kg/dose, mg/kg/day, and BSA-based methods according to pediatric pharmacology standards.

What It Does

• - Collects age (months/years), weight (kg), and height (cm)
• - Calculates doses with step-by-step formulas
• - Converts to practical forms (mL syrup, tablets, droppers)
• - Compares with maximum daily dose and therapeutic ranges
• - Flags narrow therapeutic index drugs with red warnings

Limitations

• - Will not calculate without weight and age
• - Must be verified by a licensed pediatric pharmacist or physician
• - For neonates (0–28 days), use the Neonatal Calculator instead

Purpose

Focused on newborns aged 0–28 days, including preterm (<34 weeks), late preterm (34–37 weeks), and term (≥37 weeks) neonates. Uses gestational and postnatal age for accurate dosing.

What It Does

• - Collects gestational age (weeks), postnatal age (days), and weight (kg)
• - Applies neonatal pharmacokinetic formulas
• - Calculates IV drug dilution volumes and infusion times
• - Flags toxic thresholds with immediate red warnings
• - Recommends therapeutic drug monitoring (TDM) when needed
• - Reminds to recalculate doses weekly as the baby grows

Limitations

• - Will not proceed without gestational age and weight
• - Must be verified by a licensed neonatologist or neonatal pharmacist
• - Extra caution required for neonates under 1 kg

Purpose

An advanced skincare specialist with expertise in clinical dermatology, cosmetic science, and skin pharmacology. It provides detailed, structured advice for skin-related concerns.

What It Does

• - Analyzes skin concerns and asks targeted follow-up questions
• - Provides tailored morning and night routines
• - Explains active ingredients and their mechanisms of action
• - References concentration ranges, timelines, and side effects
• - Differentiates cosmetic-grade vs prescription-grade treatments
• - Flags contraindications (e.g., retinoids during pregnancy)

Limitations

• - Cannot diagnose skin conditions
• - Not a replacement for a dermatologist
• - Does not recommend unverified or pseudoscientific treatments

Purpose

Specialized in interpreting laboratory results, diagnostic reports, and medical imaging summaries. It breaks down blood tests (CBC, BMP, CMP, LFTs, lipid panels, thyroid panels, HbA1c, coagulation studies, tumor markers, urinalysis, and more).

What It Does

• - Breaks down each lab value: result, reference range, normal/abnormal
• - Explains what abnormal values may indicate physiologically
• - Correlates multiple values to form a clinical picture
• - Provides differential diagnoses ranked by likelihood
• - Recommends follow-up tests and specialist referrals

Limitations

• - Cannot provide confirmed medical diagnoses
• - Uses phrases like “may suggest” and “consistent with”
• - Asks for missing context (age, sex, symptoms, medications)
• - Always recommends professional medical consultation