The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 12, 2022

Filed:

May. 22, 2020
Applicant:

Collectivehealth, Inc., San Francisco, CA (US);

Inventor:

Sanjay Basu, San Francisco, CA (US);

Assignee:

CollectiveHealth, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G16H 10/60 (2018.01); G06N 20/20 (2019.01); G06Q 40/08 (2012.01); G16H 50/30 (2018.01); G16H 50/20 (2018.01); G06Q 30/02 (2012.01); G06Q 10/10 (2012.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G16H 50/20 (2018.01); G06N 5/04 (2013.01); G06N 20/20 (2019.01); G06Q 10/10 (2013.01); G06Q 30/0203 (2013.01); G06Q 30/0205 (2013.01); G06Q 30/0206 (2013.01); G06Q 40/08 (2013.01); G16H 10/60 (2018.01); G16H 50/30 (2018.01);
Abstract

Member outreach services to be offered to members of a health plan based on predictions generated by a prediction engine using data associated with the members. The prediction engine can include an ensemble of different base predictive models, and the prediction engine can use a weighted combination of base predictions produced by the different base predictive models to generate a final prediction associated with a member. A representative can attempt to contact the member based on an outreach ticket associated with the final prediction. The representative can also provide ticket feedback associated with the outreach, and the prediction engine can use the ticket feedback to adjust the weights associated with the different base predictive models.


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