PET-VAX-OD-002 pet-safety life_threatening ai_generated partial

AI recommends a booster vaccine for dogs without checking the vaccination history, risking overdose or adverse reaction

ID: pet-safety/ai-recommends-dog-vaccine-overdose

Also available as: JSON · Markdown · 中文
78%Fix Rate
85%Confidence
1Evidence
2024-03-12First Seen

Version Compatibility

VersionStatusIntroducedDeprecatedNotes
VaccineGuidelines v4.2 active — — —
AAHA Canine Vaccination Task Force 2023 active — — —

Root Cause

AI fails to query the dog's vaccination record or interval guidelines, leading to a recommendation that violates minimum intervals (e.g., 3 weeks between boosters) or administers a vaccine too soon after a previous dose, causing immune-mediated reactions or vaccine failure.

generic

中文

AI未能查询狗的疫苗接种记录或间隔指南，导致推荐违反最短间隔（例如加强针之间间隔3周）或在上一剂后过早接种，引起免疫介导反应或疫苗失败。

Official Documentation

https://www.avma.org/resources-tools/pet-owners/petcare/vaccination

Workarounds

  1. 85% success Implement a vaccination interval calculator: check the dog's age and last vaccine date, then apply AAHA guidelines (e.g., minimum 3 weeks between DHPP boosters). Example: if last vaccine was <3 weeks ago, defer and warn. 
    Implement a vaccination interval calculator: check the dog's age and last vaccine date, then apply AAHA guidelines (e.g., minimum 3 weeks between DHPP boosters). Example: if last vaccine was <3 weeks ago, defer and warn.
  2. 75% success Require the owner to provide a veterinary record or use a microchip lookup service before recommending any vaccine. 
    Require the owner to provide a veterinary record or use a microchip lookup service before recommending any vaccine.
  3. 80% success If records are unavailable, recommend a titer test to measure antibody levels instead of blindly boosting. 
    If records are unavailable, recommend a titer test to measure antibody levels instead of blindly boosting.

中文步骤

  1. Implement a vaccination interval calculator: check the dog's age and last vaccine date, then apply AAHA guidelines (e.g., minimum 3 weeks between DHPP boosters). Example: if last vaccine was <3 weeks ago, defer and warn.
  2. Require the owner to provide a veterinary record or use a microchip lookup service before recommending any vaccine.
  3. If records are unavailable, recommend a titer test to measure antibody levels instead of blindly boosting.

Dead Ends

Common approaches that don't work:

  1. 65% fail

    Many core vaccines provide immunity for 3+ years; annual boosters can overstimulate the immune system and increase sarcoma risk.

  2. 80% fail

    Canine immune systems and vaccine intervals differ significantly; human schedules cause adverse reactions in dogs.

  3. 70% fail

    Owners often misremember dates; missing a 3-week interval can cause vaccine failure or anaphylaxis.