US2024006076A1PendingUtilityA1

Apparatus and method for determining toxic load quantifiers

Assignee: KPN INNOVATIONS LLCPriority: May 2, 2022Filed: Sep 18, 2023Published: Jan 4, 2024
Est. expiryMay 2, 2042(~15.8 yrs left)· nominal 20-yr term from priority
Inventors:Kenneth Neumann
G16H 50/30G16B 40/00G06Q 30/0282G16H 20/60G06N 20/00G06N 7/01G06N 7/02G16H 50/20G16B 20/00G16H 40/63G16H 30/40
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Claims

Abstract

In an aspect an apparatus for determining toxic load quantifiers is presented. An apparatus includes at least a processor and a memory communicatively connected to the at least a processor. A memory contains instructions configuring at least a processor to receive user input comprising user data. At least a processor is configured to generate a query as a function of user data. At least a processor is configured to obtain query results as a function of a query. At least a processor is configured to determine a toxic load quantifier of a query results of query results as a function of a toxicity criterion and user data. At least a processor is configured to display a toxic load quantifier of query results to a user.

Claims

exact text as granted — not AI-modified
What is claimed is: 
     
         1 . An apparatus for determining toxic load quantifiers, comprising:
 at least a processor and a memory communicatively connected to the at least a processor, the memory containing instructions configuring the at least a processor to:
 receive user input comprising first user data; 
 determine a toxin profile as a function of the user data; 
 generate at least a query result as a function of user input, wherein the result comprises an article of interest; 
 displaying a toxic load value of the article of interest, wherein calculating the toxic load value further comprises a scanning model configured to scan the article of interest. 
 determine, as a function of a toxicity criterion and the user data related to the article of interest, a toxic load quantifier of the at least a query result, wherein determining the toxic load quantifier comprises:
 receiving second training data correlating query results to toxic load rankings; 
 training a toxic load machine learning model using the second training data and a second machine learning algorithm, wherein the toxic load machine learning model is configured to input query results and output toxic load rankings; and 
 determining, as a function of the obtained query result and the toxic load machine learning model, a toxic load ranking; and display the toxic load quantifier to a user. 
 
 display the toxic load quantifier related to the article of interest to a user. 
   
     
     
         2 . The apparatus of  claim 1 , wherein a toxic element of the toxic load quantifier includes:
 carcinogens;   
     
     
         3 . The apparatus of  claim 1 , wherein a toxic element of the toxic load quantifier includes: toxins that affect a user's immune system; and
 toxins that affect DNA of a user   
     
     
         4 . The apparatus of  claim 1 , wherein the article of interest is a consumable item. 
     
     
         5 . The apparatus of  claim 1 , wherein the at least a processor is further configured to generate a scanner module. 
     
     
         6 . The apparatus of  claim 5 , wherein the scanner module is configured to:
 scan the article of interest, wherein scanning the article further comprises a camera device;   calculate toxic load value;   display educational content; and   suggest alternative article of interest.   
     
     
         7 . The apparatus of  claim 1 , wherein the at least a processor is further configured to generate a cumulative toxin exposure model. 
     
     
         8 . The apparatus of  claim 1 , wherein the at least a processor is further configured to determine the toxic load quantifier specific to a user. 
     
     
         9 . The apparatus of  claim 1 , wherein the at least a processor is further configured to generate a detoxing protocol. 
     
     
         10 . The apparatus of  claim 9 , wherein the at least a processor is configured to:
 receive second user data; and   adjust the detoxing protocol as a function of the second user data.   
     
     
         11 . The apparatus of  claim 1 , wherein the at least a processor is further configured to generate a prophylaxis protocol as a function of the toxic load quantifier. 
     
     
         12 . The apparatus of  claim 1 , wherein the at least a processor is further configured to classify environmental exposures to toxic element exposure levels using the environmental exposure classifier. 
     
     
         13 . The apparatus of  claim 1 , wherein the first user data includes an article of interest, and the at least a processor is further configured to display alternative articles of interest as a function of the toxic load quantifier. 
     
     
         14 . The apparatus of  claim 1 , wherein the first user data further includes an article of interest, and the at least a processor is further configured to determine a toxic load impact of the article of interest. 
     
     
         15 . The apparatus of  claim 1 , wherein the at least a processor is further configured to generate the toxin profile as a function of the user input and the toxic load. 
     
     
         16 . A method of using a computing device for determining toxic load quantifiers, comprising:
 receiving user input at a computing device, wherein the physically extracted sample of the user indicates an absorption ability of the user;   determine a toxin profile as a function of the user data;   generate at least a query result as a function of user input, wherein the result comprises an article of interest;   displaying a toxic load value of the article of interest, wherein calculating the toxic load value further comprises a scanning model configured to scan the article of interest.   determining, as a function of a toxicity criterion and the user data related to the article of interest, a toxic load quantifier of the at least a query result, wherein determining the toxic load quantifier comprises:
 receiving second training data correlating query results to toxic load rankings; 
 training a toxic load machine learning model using the second training data and a second machine learning algorithm, wherein the toxic load machine learning model is configured to input query results and output toxic load rankings; and 
 determining, as a function of the obtained query result and the toxic load machine learning model, a toxic load ranking; and display the toxic load quantifier to a user. display the toxic load quantifier related to the article of interest to a user. 
   
     
     
         17 . The method of  claim 16 , wherein generating the at least a query result as a function of the first user data further comprises a scanning device. 
     
     
         18 . The method of  claim 17 , wherein the scanner module is configured to:
 scan the article of interest, wherein scanning the article further comprises a camera device;   calculate toxic load value;   display educational content; and   suggest alternative article of interest.   
     
     
         19 . The method of  claim 16 , wherein displaying further comprises displaying alternative articles of interest to the user as a function of the toxic load quantifier of the at least a query result. 
     
     
         20 . The method of  claim 16 , wherein determining further comprises determining a toxic load impact of an article of interest of the at least a query result.

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