Prosecution Insights
Last updated: April 19, 2026
Application No. 18/217,090

RECOVERY PREDICTION SYSTEM, METHOD, AND COMPUTER READABLE MEDIUM

Final Rejection §101
Filed
Jun 30, 2023
Examiner
COLEMAN, CHARLES P.
Art Unit
3683
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
Toyota Jidosha Kabushiki Kaisha
OA Round
2 (Final)
16%
Grant Probability
At Risk
3-4
OA Rounds
4y 7m
To Grant
35%
With Interview

Examiner Intelligence

Grants only 16% of cases
16%
Career Allow Rate
83 granted / 519 resolved
-36.0% vs TC avg
Strong +19% interview lift
Without
With
+19.2%
Interview Lift
resolved cases with interview
Typical timeline
4y 7m
Avg Prosecution
41 currently pending
Career history
560
Total Applications
across all art units

Statute-Specific Performance

§101
50.2%
+10.2% vs TC avg
§103
39.4%
-0.6% vs TC avg
§102
4.5%
-35.5% vs TC avg
§112
3.2%
-36.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 519 resolved cases

Office Action

§101
DETAILED ACTION Notice to Applicant This action is in reply to the filed on 7/25/2025. The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Claims 1, 3, 6 and 8-10 have been amended. Claims 2, 4-5 and 7 have been cancelled. Claims 11-13 are new. Claim 1, 3, 6 and 8-13 currently pending and have been examined. Response to Amendments The Applicant’s amendments, and cancellation, of the claims as currently submitted have been noted by the Examiner. Said amendments, and cancellation(s), are not sufficient to overcome the rejections previously set forth under 35 U.S.C. §101 and 35 U.S.C. §103, respectively. As such, said rejections are herein maintained for reasons set forth below. With the amendment of claims 1, 3, 6 and 8-10 , and the cancellation of claims 2, 4-5 and 7, applicant has successfully overcome the Examiner’s 35 USC 103 rejection and Examiner withdraws his 35 USC 103 rejection. Ebesu and Tani et al. do not teach “acquiring, by an acquisition unit, using a plurality of sensors connected to corresponding body parts of a person, real-time inertial movement of the corresponding body part when the person assumes a posture in performing a first task...,” etc. Claim Rejections - 35 USC § 101 35 U.S.C. 101 reads as follows: Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefor, subject to the conditions and requirements of this title. Human Interactions Organized Applicant discloses (Applicant’s Specification, [0002]-[0005], ) that continue physical activities for some time can lead to a decrease in performance of activities and a decrease in work efficiency. So a need exists to organize these human interactions by/through providing recovery predictions using the steps of “acquiring real-time inertial movements, extracting duration times, integrating data, calculating applied muscle loads, predicting fatigue levels, predicting end times, displaying predicted, results, determining predicted times, changing subsequent task,” etc. Applicant’s system/method/computer readable medium is therefore a certain method of organizing the human activities as described and disclosed by Applicant. Rejection Claim(s) 1, 3, 6 and 8-13 is/are rejected under 35 U.S.C. 101 because the claimed invention is directed to an abstract idea without significantly more. Claim(s) 1, 9 and 10 is/are directed to the abstract idea of “providing recovery predictions,” etc. (Applicant’s Specification, Abstract, paragraph(s) [0006]), etc., as explained in detail below, and thus grouped as a certain method of organizing human interactions. The claims do not include additional elements that are sufficient to amount to significantly more than the judicial exception because the additional computer elements, which are recited at a high level of generality, provide conventional computer functions that do not add meaningful limits to practicing the abstract idea. Accordingly, claims 1, 3, 6 and 8-13 recite an abstract idea. Step 2A Prong 1 – The Judicial Exception The claim(s) recite(s) in part, system/method/computer readable medium for performing the steps of “acquiring real-time inertial movements, extracting duration times, integrating data, calculating applied muscle loads, predicting fatigue levels, predicting end times, displaying predicted, results, determining predicted times, changing subsequent task,” etc., that is “providing recovery predictions,” etc. which is a method of managing personal behavior or relationships or interactions between people (social activities, teaching, following rules, instructions) and thus grouped as a certain method of organizing human interactions. Accordingly, claims 1, 3, 6 and 8-13 recite an abstract idea. Step 2A Prong 2 – Integration of the Judicial Exception into a Practical Application This judicial exception is not integrated into a practical application because the generically recited additional computer elements (i.e. extraction unit, data acquisition unit, prediction unit, storage unit, display unit (Applicant’s Specification [0022]), etc.) to perform steps of “acquiring real-time inertial movements, extracting duration times, integrating data, calculating applied muscle loads, predicting fatigue levels, predicting end times, displaying predicted, results, determining predicted times, changing subsequent task,” etc. do not add a meaningful limitation to the abstract idea because they amount to simply implementing the abstract idea on a computer and this is nothing more than an attempt to generally link the product of nature to a particular technological environment. Accordingly, this additional element does not integrate the abstract idea into a practical application because it does not impose any meaningful limit on practicing the abstract idea. Accordingly, the claims are directed to an abstract idea. Insignificant extra-solution activity Claim(s) 1, 3, 6 and 8-13 recites storing data steps, retrieving data steps, providing data steps, output steps (Bilski v. Kappos, 561 U.S. 593, 610-12 (2010), Bancorp Servs., L.L.C. v. Sun Life Assur. Co. of Can., 771 F.Supp.2d 1054, 1066 (E.D. Mo. 2011), aff’d, 687 F.3d at 1266), and/or transmitting data step (buySAFE, Inc. v. Google, Inc., 765 F.3d 1350, 1355 (Fed. Cir. 2014), Apple, Inc. v. Ameranth, Inc., 842 F.3d 1299, 1241-42 (Fed. Cir. 2016)) that is/are insignificant extra-solution activity. Extra-solution activity limitations are insufficient to transform judicially excepted subject matter into a patent-eligible application (MPEP §2106.05(g)). Step 2B – Search for an Inventive Concept/Significantly More The claim(s) does/do not include additional elements that are sufficient to amount to significantly more than the judicial exception because as discussed above with respect to integration into a practical application, the additional elements (i.e. extraction unit, data acquisition unit, prediction unit, storage unit, display unit, etc.) are recited at a high level of generality, and the written description indicates that these elements are generic computer components. Using generic computer components to perform abstract ideas does not provide a necessary inventive concept (Alice, 573 U.S. at 223 (“mere recitation of a generic computer cannot transform a patent-ineligible abstract idea into a patent-eligible invention.”)). Accordingly, the claims are not patent eligible. Individually and in Combination The additional elements when considered both individually and as an ordered combination do not amount to significantly more than the abstract idea. The additional elements amount to no more than generic computer components that serve to merely link the abstract idea to a particular technological environment (i.e. extraction unit, data acquisition unit, prediction unit, storage unit, display unit, etc.). At paragraph(s) [0022], Applicant’s specification describes generic computer hardware for implementing the above described functions including “extraction unit, data acquisition unit, prediction unit, storage unit, display unit,” etc. to perform the functions of “acquiring real-time inertial movements, extracting duration times, integrating data, calculating applied muscle loads, predicting fatigue levels, predicting end times, displaying predicted, results, determining predicted times, changing subsequent task,” etc. The recited “extraction unit, data acquisition unit, prediction unit, storage unit, display unit,” etc. does/do not add meaningful limitations to the idea of beyond generally linking the system to a particular technological environment, that is, implementation via computers. Thus, taken alone, the additional elements do not amount to significantly more than the above-identified judicial exception (the abstract idea). Looking at the limitations as an ordered combination adds nothing that is not already present when looking at the elements taken individually. There is no indication that the combination of elements improves the functioning of a computer, or improves any other technology, or improves a technical field, or provides a technical improvement to a technical problem. Their collective functions merely provide generic computer implementation. Therefore, claims 1, 3, 6 and 8-13 do not amount to significantly more than the underlying abstract idea of “an idea of itself” (Alice). Dependent Claims Dependent claim(s) 3, 6, 8 and 11-13 include(s) all the limitations of the parent claims and are directed to the same abstract idea as discussed above and incorporated herein. Although dependent claims 3, 6, 8 and 11-13 add additional limitations, they only serve to further limit the abstract idea by reciting limitations on what the information is and how it is received and used. Dependent claims 3, 6, 8 and 11-13 merely describe physical structures to implement the abstract idea. These information and physical characteristics do not change the fundamental analogy to the abstract idea grouping of certain method of organizing human interactions, and when viewed individually or as a whole, they do not add anything substantial beyond the abstract idea. Furthermore, the combination of elements does not indicate a significant improvement to the functioning of a computer or any other technology. Therefore, the claims when taken as a whole are ineligible for the same reasons as independent claim 1, 9 and 10. Response to Arguments Applicant’s arguments filed 7/25/2025 with respect to claims 1, 3, 6 and 8-13 have been fully considered and they are partially persuasive. Applicant’s arguments will be addressed herein below in the order in which they appear in the response filed 7/25/2025. Applicant’s arguments filed on 7/25/2025 with respect to claims 1, 3, 6 and 8-13 have been fully considered but are moot in view of the new ground(s) of rejection. Applicant argues that (A) Ebesu and Tani et al. do not render obvious the present invention because Ebesu and Tani et al. do not disclose “acquiring, by an acquisition unit, using a plurality of sensors connected to corresponding body parts of a person, real-time inertial movement of the corresponding body part when the person assumes a posture in performing a first task...,” etc. in the previously presented and/or presently amended claims, (B) the Applicant’s claimed invention is directed to statutory matter. 103 Responses In response to Applicant’s argument (A), Applicant’s arguments with regard to the application of Ebesu and Tani et al. to the amended and new limitations have been found persuasive. Ebesu and Tani et al. do not teach “acquiring, by an acquisition unit, using a plurality of sensors connected to corresponding body parts of a person, real-time inertial movement of the corresponding body part when the person assumes a posture in performing a first task....” Applicant has successfully overcome the Examiner’s 35 USC 103 rejection and Examiner withdraws his 35 USC 103 rejection. 101 Responses As per Applicant’s argument (B), Applicant’s remarks with regard to the statutory nature of Applicant’s claimed invention are addressed above in the Office Action. Applicant’s Amendments Applicant amended claims recite “acquiring, by an acquisition unit, using a plurality of sensors connected to corresponding body parts of a person, real-time inertial movement of the corresponding body part when the person assumes a posture in performing a first task, the acquired inertial movement is stored as data of a load on a body of the person regarding one or more physical states of the posture that the person assumes during the performing of the first task,…” These are information processing steps that is part of Applicant’s abstract idea and does not move Applicant’s invention into eligible subject matter. Applicant’s argument is not persuasive. Improvements – Advantageous over previous methods The test for patent-eligible subject matter is not whether the claims are advantageous over previous methods. Even if Applicant’s claims provide advantages over manual collection of data, Applicant’s claims no technological improvement beyond improvement beyond the use of generic computer components/a generic computer network. Applicant’s argument is not persuasive. Improvements Despite recitation of extraction unit, data acquisition unit, prediction unit, storage unit, display unit, Applicant’s claims are, at bottom, directed to the collection, organization, grouping and storage of data using techniques such as information processing. The extraction unit, data acquisition unit, prediction unit, storage unit, display unit recited in Applicant’s claims are merely tools used for organizing human activity, and are not an improvement to computer technology. This, the claims do not present any specific improvement in computer capabilities. Applicant’s arguments are nothing more than conclusory statements unmoored from specific claim language. Applicant’s argument is not persuasive. Applicant claims the improvement of “hardware implementations to process real-time data and predicts the recovery state,” etc. It has been held that it is not enough to merely improve a fundamental practices or abstract process by invoking a computer merely as a tool (Affinity Labs. of Texas, LLC v. DIRECTV, LLC, In re TLI Communications LLC Patent Litigation). In Intellectual Ventures I LLC v. Capital One Bank (USA), it was held that “claiming the improved speed or efficiency inherent with applying the abstract idea on a computer” was insufficient to render the claims patent eligible. In SAP America, Inc. v InvestPic, LLC it was held that patent directed to “selecting certain information, analyzing it using mathematical techniques, and reporting or displaying results,” are ineligible, and claims focused on an improvement in wholly abstract ideas are ineligible. Further, invocation of “already-available computers that are not themselves plausibly asserted to be in advance…amounts to a recitation of what is well-understood, routine, and conventional” (SAP America, Inc. v InvestPic, LLC). Accordingly, Applicant’s argument is not persuasive. Integration into a Practical Application Integration into a practical application requires additional elements or a combination of additional elements in the claims to apply, rely on, or use the judicial exception in a manner that imposes a meaningful limit on the judicial exception, such that it is more than a drafting effort designed to monopolize the exception (e.g. Enfish, McRO and Vanda) (2019 PEG). Applicant’s “extraction unit, data acquisition unit, prediction unit, storage unit, display unit” is/are not an additional element(s) that reflects in the an improvement in the functioning of a computer, is/are not an additional element(s) that applies or uses the judicial exception to effect a particular treatment or prophylaxis, is/are not an additional element(s) that effects a transformation or reduction of a particular article to a different state or things, and is/are not an additional element(s) that applies or uses the judicial exception beyond generally linking the use of the judicial exception to a particular technological environment for the reasons explained in the 101 rejection above. Applicant’s “extraction unit, data acquisition unit, prediction unit, storage unit, display unit” is/are merely tools used by Applicant to implement data processing. Data processing is an abstract idea. Applicant’s argument is not persuasive. Conclusion Applicant’s amendment necessitated the new ground(s) for rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). Applicant is reminded of the extension of time policy as set for in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any extension free pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to CHARLES P. COLEMAN whose telephone number is (571) 270-7788. The examiner can normally be reached on Monday through Thursday 7:30a - 5:00p. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, ROBERT W. MORGAN can be reached on (571) 272-6773. The fax phone number for the organization where this application or proceeding is assigned is (571) 273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /C. P. C./ Examiner, Art Unit 3683 /ROBERT W MORGAN/Supervisory Patent Examiner, Art Unit 3683
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Prosecution Timeline

Jun 30, 2023
Application Filed
Apr 19, 2025
Non-Final Rejection — §101
May 29, 2025
Examiner Interview Summary
Jul 25, 2025
Response Filed
Dec 13, 2025
Final Rejection — §101 (current)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

3-4
Expected OA Rounds
16%
Grant Probability
35%
With Interview (+19.2%)
4y 7m
Median Time to Grant
Moderate
PTA Risk
Based on 519 resolved cases by this examiner. Grant probability derived from career allow rate.

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