International Business Machines CorporationDownload PDFPatent Trials and Appeals BoardMay 8, 20202019004867 (P.T.A.B. May. 8, 2020) Copy Citation UNITED STATES PATENT AND TRADEMARK OFFICE UNITED STATES DEPARTMENT OF COMMERCE United States Patent and Trademark Office Address: COMMISSIONER FOR PATENTS P.O. Box 1450 Alexandria, Virginia 22313-1450 www.uspto.gov APPLICATION NO. FILING DATE FIRST NAMED INVENTOR ATTORNEY DOCKET NO. CONFIRMATION NO. 14/862,295 09/23/2015 David Contreras AUS920140304US2 1024 50170 7590 05/08/2020 IBM CORP. (WIP) c/o WALDER INTELLECTUAL PROPERTY LAW, P.C. 445 CRESTOVER CIRCLE RICHARDSON, TX 75080 EXAMINER TIEDEMAN, JASON S ART UNIT PAPER NUMBER 3626 MAIL DATE DELIVERY MODE 05/08/2020 PAPER Please find below and/or attached an Office communication concerning this application or proceeding. The time period for reply, if any, is set in the attached communication. PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE ____________ BEFORE THE PATENT TRIAL AND APPEAL BOARD ____________ Ex parte DAVID CONTRERAS, ROBERT C. SIZEMORE, and STERLING R. SMITH ____________ Appeal 2019-004867 Application 14/862,295 Technology Center 3600 ____________ Before JEFFREY N. FREDMAN, JOHN G. NEW, and RACHEL H. TOWNSEND, Administrative Patent Judges. FREDMAN, Administrative Patent Judge. DECISION ON APPEAL This is an appeal1,2 under 35 U.S.C. § 134(a) involving claims to a method to implement a question answering system which operates for performing a duration-based operation. The Examiner rejected the claims as indefinite and as reciting non-statutory subject matter. We have jurisdiction under 35 U.S.C. § 6(b). We affirm. 1 We use the word “Appellant” to refer to “applicant” as defined in 37 C.F.R. § 1.42. Appellant identifies the Real Party in Interest as International Business Machines Corporation (see Appeal Br. 2). 2 We have considered and herein refer to the Specification of Sept. 23, 2015 (“Spec.”); Final Office Action of Oct. 11, 2018 (“Final Act.”); Appeal Brief of Mar. 8, 2019 (“Appeal Br.”); Examiner’s Answer of Apr. 2, 2019 (“Ans.”); and Reply Brief of May 31, 2019 (“Reply Br.”). We affirmed the Examiner in the related appeal 2019-002601 on application 14/507,919. Appeal 2019-004867 Application 14/862,295 2 Statement of the Case Background “[H]umans are currently inundated and overwhelmed with the amount of information available to them . . . QA [Question and Answer] systems provide automated mechanisms for searching through large sets of sources of content, e.g., electronic documents, and analyze them with regard to an input question” (Spec. ¶ 2). “For example, in the medical domain, doctors often make clinical notes regarding the patients that they treat . . . . While there are explicit dates/times associated with such notes, durations are not generally explicitly stated in such documents” (id. ¶ 15). “However, durations may be important to know in order to make [medical] decisions” (id.). The Specification teaches “automated mechanisms for analyzing dates/times in different portions of one or more documents, as well as their associated text, utilizing natural language processing techniques, to calculate implicit durations in the documents” (id. ¶ 17). The Claims Claims 1–7 and 10 are on appeal. Independent claim 1 and dependent claim 10 are representative and read as follows: 1. A method, in a data processing system comprising a processor and a memory comprising instructions that are executed by the processor to specifically configure the processor to implement a question answering system which operates for performing a duration-based operation, the method comprising: receiving, by the question answering system, an input question from a requesting user in a natural language form; receiving, by an implicit duration engine executing within the question answering system, at least one document having a plurality of associated dates and/or times and concepts associated with the dates and/or times, wherein the at least one document Appeal 2019-004867 Application 14/862,295 3 does not explicitly specify a duration between the dates and/or times; correlating, by implicit duration analysis logic executing within the implicit duration engine, dates and/or times in the at least one document having a similar associated concept; calculating, by implicit duration comparison logic executing within the implicit duration engine, for the correlated dates and/or times, an implicit duration for the associated concept based on the dates and/or times, wherein the implicit duration for the associated concept is implicit in the at least one document but not explicitly specified in the at least one document; associating, by the implicit comparison logic, the associated concept with the implicit duration; annotating, by implicit duration annotation logic executing within the implicit duration engine, a first document in the at least one document with an implicit duration annotation that specifies the implicit duration and the associated concept; generating, by the question answering system, one or more candidate answers to the input question; modifying, by a hypothesis and evidence scoring stage of the question answering system, scoring of the one or more candidate answers for the input question based on a correspondence between the implicit duration specified in the implicit duration annotation and one or more duration criteria associated with the one or more candidate answers; ranking, by a final confidence merging and ranking stage of the question answering system, the one or more candidate answers based on the modified scoring to form a ranked set of candidate answers; and presenting, by the question answering system, the ranked set of candidate answers to the requesting user. 10. The method of claim 1, wherein the at least one document comprises a patient medical record, and wherein performing the duration-based operation comprises generating and outputting a treatment recommendation for a patient corresponding to the patient medical record based on a comparison of the implicit duration to duration requirements in one or more medical treatment policies. Appeal 2019-004867 Application 14/862,295 4 The Rejections The Examiner rejected claims 1–7 and 10 under 35 U.S.C. § 112(b) as indefinite (Final Act. 7). The Examiner rejected claims 1–7 and 10 under 35 U.S.C. § 101 as directed to an abstract idea (Final Act. 3–7). A. 35 U.S.C. § 112(b) The Examiner finds claim 1 is indefinite as being incomplete for omitting essential steps, such omission amounting to a gap between the steps. See MPEP § 2172.01. The omitted steps are: scoring of the one or more candidate answers. The method modifies scoring; however scoring was never recited to occur and thus it is unclear how such scoring can be modified. (Final Act. 7). Appellant contends the invention is not directed to initial scoring without taking implicit durations into account, but rather to modified scoring of the one or more candidate answers for the input question based on a correspondence between the implicit duration specified in the implicit duration annotation and one or more duration criteria associated with the one or more candidate answers. Thus, the claims clearly recite modifying scoring, which results in modified scoring. In other words, the essential element of (modified) scoring is indeed present in the claims. (Appeal Br. 14). The test for indefiniteness requires “that a patent’s claims, viewed in light of the specification and prosecution history, inform those skilled in the art about the scope of the invention with reasonable certainty.” Nautilus, Inc. v. Biosig Instruments, Inc., 572 U.S. 898, 911 (2014). We agree with the Examiner that the claim phrase at issue of Appeal 2019-004867 Application 14/862,295 5 “modifying, by a hypothesis and evidence scoring stage of the question answering system, scoring of the one or more candidate answers” is indefinite because of an unclear relationship between the “modifying” and the “scoring of the one or more candidate answers” recited in claim 1. As the Examiner points outs, there is no previous step of “scoring” recited in claim 1 for the “modifying” step to act upon (see Ans. 11). While the absence of antecedent basis alone does not necessarily render the claim indefinite, here, the absence of any previous “scoring” step makes it unclear what is being modified because the immediate previous “generating” step provides answers, but does not suggest that these answers are ranked or scored in any particular way. Thus, we agree with the Examiner that there is not reasonable certainty as to what “scoring” the “modifying” step is acting upon, and therefore claim 1 is indefinite. B. 35 U.S.C. § 101 The Examiner finds The claimed invention is directed a method of organizing human activity; the claimed invention encompass managing personal behavior such as following rules or instructions. To paraphrase, the claimed invention receives a question, utilizes data to infer an implicit duration within the data, associates the implicit duration with a concept, adds the implicit duration to the data, creates a set of potential answers, modifies scoring of the answers, ranks the answers, and presents the ranked answers. This is a method of organizing human activity. (Ans. 5). Appellant responds “the invention is directed to configuring a processor to implement a question answering system comprising an implicit duration engine, implicit duration analysis logic, implicit Appeal 2019-004867 Application 14/862,295 6 duration comparison logic, implicit duration annotation logic, a hypothesis and evidence scoring stage, and a final confidence merging and ranking stage” (Reply Br. 3). Appellant contends “[e]very function in the claim is performed by these computer-implemented elements, and none of the functions are performed by a human. That is, there is no human activity being organized in the invention” (id.). Principles of Law An invention is patent-eligible if it claims a “new and useful process, machine, manufacture, or composition of matter.” 35 U.S.C. § 101. However, the Supreme Court has long interpreted 35 U.S.C. § 101 to include implicit exceptions: “[l]aws of nature, natural phenomena, and abstract ideas” are not patentable. See, e.g., Alice Corp. v. CLS Bank Int’l, 573 U.S. 208, 216 (2014). In determining whether a claim falls within an excluded category, we are guided by the Supreme Court’s two-step framework, described in Mayo and Alice. Alice, 573 U.S. at 217–18 (citing Mayo Collaborative Servs. v. Prometheus Labs., Inc., 566 U.S. 66, 75–77 (2012)). In accordance with that framework, we first determine what concept the claim is “directed to.” See Alice, 573 U.S. at 219 (“On their face, the claims before us are drawn to the concept of intermediated settlement, i.e., the use of a third party to mitigate settlement risk.”); see also Bilski v. Kappos, 561 U.S. 593, 611 (2010) (“Claims 1 and 4 in petitioners’ application explain the basic concept of hedging, or protecting against risk.”). Concepts determined to be abstract ideas, and therefore patent ineligible, include certain methods of organizing human activity, such as fundamental economic practices (Alice, 573 U.S. at 219–20; Bilski, 561 U.S. at 611) and mental processes (Gottschalk v. Benson, 409 U.S. 63, 67 (1972)). Appeal 2019-004867 Application 14/862,295 7 Concepts determined to be patent eligible include physical and chemical processes, such as “molding rubber products” (Diamond v. Diehr, 450 U.S. 175, 191 (1981)); “tanning, dyeing, making water-proof cloth, vulcanizing India rubber, smelting ores” (id. at 182 n.7 (quoting Corning v. Burden, 56 U.S. 252, 267–68 (1853))); and manufacturing flour (Benson, 409 U.S. at 69 (citing Cochrane v. Deener, 94 U.S. 780, 785 (1876))). If the claim is “directed to” an abstract idea, we turn to the second step of the Alice and Mayo framework, where “we must examine the elements of the claim to determine whether it contains an ‘inventive concept’ sufficient to ‘transform’ the claimed abstract idea into a patent-eligible application.” Alice, 573 U.S. at 221 (quotation marks omitted). “A claim that recites an abstract idea must include ‘additional features’ to ensure ‘that the [claim] is more than a drafting effort designed to monopolize the [abstract idea].’” Id. (quoting Mayo, 566 U.S. at 77). “[M]erely requir[ing] generic computer implementation[] fail[s] to transform that abstract idea into a patent-eligible invention.” Id. The United States Patent and Trademark Office published guidance on the application of 35 U.S.C. § 101. USPTO’s 2019 Revised Patent Subject Matter Eligibility Guidance (“Guidance”).3 Under the Guidance, in determining what concept the claim is “directed to,” we first look to whether the claim recites: (1) any judicial exceptions, including certain groupings of abstract ideas (i.e., mathematical concepts, certain methods of organizing human activity such as a fundamental economic 3 2019 Revised Patent Subject Matter Eligibility Guidance, 84 Fed. Reg. 50– 57 (January 7, 2019). Appeal 2019-004867 Application 14/862,295 8 practice, or mental processes) (Guidance Step 2A, Prong 1); and (2) additional elements that integrate the judicial exception into a practical application (see MPEP § 2106.05(a)– (c), (e)–(h)) (Guidance Step 2A, Prong 2). Only if a claim (1) recites a judicial exception and (2) does not integrate that exception into a practical application, do we then look to whether the claim contains an “‘inventive concept’ sufficient to ‘transform’” the claimed judicial exception into a patent-eligible application of the judicial exception. Alice, 573 U.S. at 221 (quoting Mayo, 566 U.S. at 82). In so doing, we thus consider whether the claim: (3) adds a specific limitation beyond the judicial exception that are not “well-understood, routine and conventional in the field” (see MPEP § 2106.05(d)); or (4) simply appends well-understood, routine, conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception. (Guidance Step 2B). See Guidance, 84 Fed. Reg. at 54–56. Analysis Applying the Guidance to the facts on this record, we find that Appellant’s claims 1–7 and 10 are directed to patent-ineligible subject matter. Because the same issues are present in each of the claims, we focus our consideration on representative claim 1. The same analysis applied below to claim 1 also applies to the other rejected claims. A. Guidance Step 2A, Prong 1 The Guidance instructs us first to determine whether any judicial exception to patent eligibility is recited in the claim. The Guidance identifies three judicially-excepted groupings identified by the courts as abstract ideas: Appeal 2019-004867 Application 14/862,295 9 (1) mathematical concepts, (2) certain methods of organizing human behavior such as managing personal behavior, and (3) mental processes. Claim 1 reasonably falls within the judicially-excepted groupings listed in the Guidance: mental processes of determining durations in a document (and with respect to claim 10, durations in medical records).4 The Federal Circuit has “recognize[d] that defining the precise abstract idea of patent claims in many cases is far from a ‘straightforward’ exercise.” Synopsys, Inc. v. Mentor Graphics Corp., 839 F.3d 1138, 1150 (Fed. Cir. 2016). However, “we continue to ‘treat[] analyzing information by steps people [could] go through in their minds, or by mathematical algorithms, without more, as essentially mental processes within the abstract-idea category.’” Id. at 1146. The Federal Circuit has recognized that “a claim for a new abstract idea is still an abstract idea.” Id. at 1151. It is well established that mental processes are abstract ideas. CyberSource instructs that “a method that can be performed by human thought alone is merely an abstract idea and is not patent-eligible under § 101.” CyberSource Corp. v. Retail Decisions, Inc., 654 F.3d 1366, 1373, 1375 (Fed. Cir. 2011) (“That purely mental processes can be unpatentable, even when performed by a computer, was precisely the holding of the Supreme Court in Gottschalk v. Benson.”). 4 Although the Examiner characterizes the method as organizing human activity, he explains that “the claimed invention applies user-performable functions via a computer” (Ans. 5). Thus, the Examiner also understood and described to Appellant that the steps were steps that a person performed without a computer, i.e., mental steps (Id. (“the claimed invention applies user-performable functions via a computer (‘apply it’), presumably in order to perform the functions faster, more accurately, and/or more conveniently. This is what computers are designed to do.”)). Appeal 2019-004867 Application 14/862,295 10 Claim 1, especially in the more limited medical situation recited in claim 10, implements on a machine the types of mental analyses performed by a physician considering a patient’s medical records. Indeed, we determine “with the exception of generic computer implemented steps, there is nothing in the claims themselves that foreclose them from being performed by a human, mentally or with pen and paper.” Intellectual Ventures I LLC v. Symantec Corp., 838 F.3d 1307, 1318 (Fed. Cir. 2016). In particular, the physician, in considering medical treatments, reviews medical documents in natural language form for medical concepts such as symptoms, drugs or procedures, and/or test results, and determines the duration of time between medical events in the patient’s record to determine what further treatment, if any, is required by the patient based on the medical concepts and the times between activities. The physician may have varying levels of confidence in the diagnosis, depending upon the particular fact pattern. As a simple example, an OB/Gyn who reviews a patient’s positive pregnancy test would reasonably expect that within about 40 weeks, a hospital visit for delivery of a newborn would be necessary, with reasonably high confidence. “Courts have examined claims that required the use of a computer and still found that the underlying, patent-ineligible invention could be performed via pen and paper or in a person’s mind.” Versata Dev. Grp. v. SAP Am., Inc., 793 F.3d 1306, 1335 (Fed. Cir. 2015). This understanding of claim 1 is consistent with the Specification, which teaches “the mechanisms operate on documents that are patient medical histories and medical policy documents” (Spec. ¶ 20). The Specification explains that “the QA system operates to analyze an input question and generate a final response” where “a user inputs, via a user interface, an input Appeal 2019-004867 Application 14/862,295 11 question for which the user wishes to obtain an answer” (id. ¶ 60). The next step “parses the input question using natural language processing (NLP) techniques to extract major features” following which the “queries are applied to one or more databases storing information” (id. ¶¶ 60, 62). Then “algorithms of various complexity may be used to generate scores for candidate answers and evidence” (id. ¶ 67). We find the instant claims similar to those in SmartGene, where the Federal Circuit held that claims directed to “comparing new and stored information and using rules to identify medical options” did not satisfy Alice step one. See SmartGene, Inc. v. Advanced Biological Labs., SA, 555 F. App’x 950, 951–52, 955–56 (Fed. Cir. 2014) (nonprecedential). As in SmartGene, the instantly claimed steps do not rely on an inventive device or technique for obtaining or displaying medical information, but rather recite undefined algorithms for mathematically manipulating naturally occurring data. See id. at 954 (holding claims were patent ineligible because they did “no more than call on a ‘computing device,’ with basic functionality for comparing stored and input data and rules, to do what doctors do routinely.”). Here, the claims recite steps of a computer program for analyzing medical information for specific durations and concepts within that information, which people could go through in their minds to determine and rank the most likely medical conditions, diagnoses, and then present those to the patient, which is a mental process within the abstract-idea category. Accordingly, we conclude that the steps of claim 1 recite the judicial exceptions of mental processes. B. Guidance Step 2A, Prong 2 Having determined that the claims are directed to a judicial exception, Appeal 2019-004867 Application 14/862,295 12 the Guidance directs us to next consider whether the claims integrate the judicial exception into a practical application. Guidance Step 2A, Prong 2. “[I]ntegration into a practical application” requires that the claim recite an additional element or a combination of elements, that when considered individually or in combination, “apply, rely on, or use the judicial exception in a manner that imposes a meaningful limit on the judicial exception, such that the claim is more than a drafting effort designed to monopolize the judicial exception.” Guidance, 84 Fed. Reg. at 54. We agree with the Examiner that a judicial exception is not integrated into a practical application when the claims are drawn to the mere use of “a computer as a tool to perform an abstract idea.” Guidance, 84 Fed. Reg. at 55; see Enfish, LLC v. Microsoft Corp., 822 F.3d 1327, 1335–36 (Fed. Cir. 2016) (determining whether the claims at issue were focused on a “specific asserted improvement in computer capabilities” or “a process that qualifies as an ‘abstract idea’ for which computers are invoked merely as a tool”). Here, there is no practical integration of the abstract idea. Other than the limitations directed to the abstract idea, discussed above, the invention is claimed at a very high level of generality and relies upon standard computing devices (see Spec. ¶¶ 54–56). We appreciate that simply because standard devices are used is not solely dispositive of practical integration. However, in addition to using standard computer technology, the instant claims do not recite anything unconventional regarding the types of “natural language” questions (see Spec. ¶ 66, “What was the first movie?”); the types of medical documents being evaluated (see id. ¶ 15, “doctors often make clinical notes regarding the patients that they treat”); the medical concepts being identified (see id. ¶ 73, “resources 393 may comprise a Appeal 2019-004867 Application 14/862,295 13 dictionary of medical terms/phrases, e.g., the terms ‘renal’, ‘autoimmune’, ‘carcinoma’, and a plethora of other terms/phrases in the medical domain”); the algorithms used to determine and associate durations of the medical information or the algorithms used for generating, ranking, and scoring the information (see id. ¶ 38, “application of the queries using a variety of reasoning algorithms. There may be hundreds or even thousands of reasoning algorithms applied”). We note that the Specification does not clearly disclose or provide specific algorithms from among the thousands that may be applied. Moreover, the Specification acknowledges known prior art computer based question answering systems such as “the IBM Watson™ QA system [that] receives an input question which it then parses to extract the major features of the question, that in turn are then used to formulate queries that are applied to the corpus of data” (Spec. ¶ 47). Thus, claim 1 does not recite elements that integrate the abstract idea into a practical application that is more than the abstract idea itself. Instead, the claims recite conventional components that are used to apply the abstract algorithms. Appellant contends the Federal Circuit found that the claims in Enfish were not ones in which general-purpose computer components are added after the fact to a fundamental economic practice or mathematical equation, but were directed to a specific implementation of a solution to a problem in the software arts, and concluded that the Enfish claims were thus not directed to an abstract idea (under Step 2A). (Appeal Br. 8–9). Appellant contends the claimed invention improves the functioning of the computer by annotating a document with an implicit duration annotation that specifies the implicit duration and an associated concept and Appeal 2019-004867 Application 14/862,295 14 modifying scoring of one or more candidate answers for the input question based on a correspondence between the implicit duration specified in the implicit duration annotation and one or more duration criteria associated with the one or more candidate answers. One cannot say that the claims only recite data, because the annotations allow for a significant functional change in the question answering system. (Appeal Br. 10). We are unpersuaded by Appellant’s reliance on Enfish (see Appeal Br. 8–9). Enfish explains that “the first step in the Alice inquiry in this case asks whether the focus of the claims is on the specific asserted improvement in computer capabilities . . . or, instead, on a process that qualifies as an ‘abstract idea’ for which computers are invoked merely as a tool.” Enfish, 822 F.3d at 1335–36. Applied to claim 1, the claimed software product does not teach a technical improvement in a computer processor or even in a Question and Answer software system, but rather uses the computer as a tool to perform data analysis on medical data (see claim 1, Spec. ¶ 2 “QA systems provide automated mechanisms for searching through large sets of sources of content, e.g., electronic documents, and analyze them with regard to an input question to determine an answer to the question and a confidence measure as to how accurate an answer is for answering the input question.”) That is, the current claims simply use the computer and software as tools to perform a mental process routinely performed by a physician as discussed above. See Electric Power Grp., LLC v. Alstom S.A., 830 F.3d 1350, 1355 (Fed. Cir. 2016) (“[M]erely selecting information, by content or source, for collection, analysis, and display does nothing significant to differentiate a process from ordinary mental processes.”) Appellant, citing Finjan, Inc. v. Blue Coat Sys., Inc., 879 F.3d 1299, Appeal 2019-004867 Application 14/862,295 15 1305 (Fed. Cir. 2018), contends “the claimed invention improves the functioning of the computer by annotating a document with an implicit duration annotation . . . because the annotations allow for a significant functional change in the question answering system” (Appeal Br. 10). We find this argument unpersuasive because the claims in Finjan “employ[] a new kind of file that enables a computer security system to do things it could not do before. The security profile approach allows access to be tailored for different users and ensures that threats are identified before a file reaches a user’s computer.” Finjan, 879 F.3d at 1305. Here, while the claims recite a specific abstract idea implemented in software, that software does not alter the computer itself, but rather falls into the category of methods “that can be performed by human thought alone . . . and is not patent-eligible under § 101.” CyberSource, 654 F.3d at 1373, 1375 (“That purely mental processes can be unpatentable, even when performed by a computer, was precisely the holding of the Supreme Court in Gottschalk v. Benson.”). Therefore, on this record, we conclude that the ineligible subject matter in Appellant’s claim 1 is not integrated into a practical application. C. Guidance Step 2B Having determined that the judicial exception is not integrated into a practical application, the Guidance requires us to evaluate the additional elements individually and in combination to determine whether they provide an inventive concept, such as a specific limitation beyond the judicial exception that is not well-understood, routine, conventional in the field, or simply appends well-understood, routine, conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception. See Guidance, 84 Fed. Reg. 51. Appeal 2019-004867 Application 14/862,295 16 Appellant cites Berkheimer v. HP Inc., 881 F.3d 1360 (Fed. Cir. 2018) for the “well-understood, routine, and conventional” test (see Appeal Br. 11). Appellant contends, based on the Berkheimer Memorandum, that the “lack of a rejection based on prior art supports a conclusion that the activities are not well-understood, routine, and conventional. The Examiner has not established that the claims fail to recite significantly more than the abstract idea as a matter of fact” (Appeal Br. 12). Appellant contends “that independent claim 1 recites a specifically configured computing device by way of instructions and software elements that add functionality to the computing device and improve performance” (id. at 13). We agree with Appellant that Berkheimer mandates evidence showing the claim elements were well-understood, routine, and conventional in the prior art is necessary to satisfy Alice step two. However, we are not persuaded that solely based on the absence of a prior art rejection, the additional claim elements beyond the abstract ideas are not well-understood, routine, and conventional. See, e.g., In re Greenstein, 778 Fed. Appx. 935, 939 (Fed. Cir. 2019) (“[T]here is no suggestion that the ‘insuring’ step requires anything more than conventional data processing performed by a generic computer.”) Just as Greenstein lacked any disclosure by the patent applicant in that case that anything other than conventional data processing was required, here too, there is no evidence of record that applying the mental step of determining duration in documents requires anything other than conventional and routine data processing. Indeed, the evidence in the Specification itself demonstrates that the claim elements other than the abstract idea were well-understood, routine, and conventional. The Specification establishes that question and answer (QA) Appeal 2019-004867 Application 14/862,295 17 systems were well known (see Spec. ¶ 3); that electronic medical records including clinical notes with duration information were known (see id. ¶ 18); that computers, computer readable media, and computer components were well known (see id. ¶¶ 25–27, 49–58); that algorithms for QA systems were well known including scoring and ranking (see id. ¶¶ 38–39, 42–43, 47). We therefore find that Appellant’s claims do not require anything other than the use of conventional and well-understood techniques and equipment to analyze medical records for duration information according to the recited judicial exceptions. Accordingly, the preponderance of evidence of record supports the Examiner’s finding that Appellant’s claimed invention is directed to patent-ineligible subject matter. The rejection of the claims under 35 U.S.C. § 101 is affirmed. CONCLUSION In summary: Claims Rejected 35 U.S.C. § Reference(s)/Basis Affirmed Reversed 1–7, 10 112, second paragraph Indefiniteness 1–7, 10 1–7, 10 101 Eligibility 1–7, 10 Overall Outcome 1–7, 10 No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a). AFFIRMED Copy with citationCopy as parenthetical citation