- Biofrontera Inc. / Biofrontera Bioscience GmbH et al. v. Sun Pharmaceutical Industries, Inc.Institution deniedPTAB · Nov 12, 2024 · IPR2024-00874 · APJ Erica A Franklin · IPR · Institution
The Board denied institution because the petition did not show a reasonable likelihood that any challenged claim was unpatentable, failing to show Bansal's claimed light intensity arrangement.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“An obviousness determination requires finding both ‘that a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention, and that the skilled artisan would have had a reasonable expectation of success in doing so.’” CRFD Research, Inc. v. Matal, 876 F.3d 1330, 1340 (Fed. Cir. 2017) (quoting Intelligent Bio-Sys., Inc. v. Illumina Cambridge Ltd., 821 F.3d 1359, 1367– 68 (Fed. Cir. 2016)). Obviousness grounds must be supported with “articulated reasoning with some rational underpinning” and not by “mere conclusory statements.” See KSR Int’l Co., 550 U.S at 418. slip op. at 11
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“agree with Patent Owner that Petitioner has not sufficiently shown for institution that Bansal teaches or suggests arranging light sources “such that a higher intensity of light is emitted proximate the second edges compared to the intensity of light emitted not proximate the second edges,” as required by the challenged claims. Instead, Petitioner demonstrates how Bansal describes varying the density of light source distribution throughout the array to provide a higher density of light in the entire peripheral area of the array, which includes the areas proximal to both the first and second edges, as compared to the central area of the array. See Pet. 36–37; Ex. 1005 ¶ 25. In this regard, Petitioner relies on Bansal’s Figure 9b, asserting that it “shows one embodiment where more light sources are placed near the edges of the panel compared to the light sources in the center.” Pet. 36–37. The comparison of Bansal’s light density between the entire periphery and the central area of the array is insufficient. What is missing from Petitioner’s argument and discussion of Bansal is how Bansal teaches or suggests a configuration that provides a higher density of light proximate to the second shorter edges of the periphery in comparison to the remaining areas of the array, which includes the first longer edges of the periphery. Without that discussion, we find that Petitioner has not shown sufficient for institution that Bansal is persuasively relied upon for the light source arrangement limitation of the challenged claims. likelihood of prevailing in its obviousness challenge of independent claims 1, 5, 16, 20, or 21, or dependent claims 2, 4, 6–8, and 17–19 over Larsen, Bansal, and Jones.” slip op. at 17
- Skill levelOther
“would have had at least a Bachelor of Science in electrical engineering, physics, biomedical engineering, computer engineering, chemical engineering, material science, or a related scientific or engineering field, and at least one year of work or research experience in optics, optoelectronics, radiometry, photometry, photodynamic diagnosis (PD), photodynamic therapy (PDT), phototherapy (PT), or a related field. Pet. 8. Petitioner asserts that, alternatively, a “POSITA in the relevant time frame would have had at least four years of industry or academic experience in optics, optoelectronics, radiometry, photometry, PD, PDT, PT, or a related field.” Id. (citing Ex. 1003 ¶ 37). According to Patent Owner, a person of ordinary skill in the art at the time the application for the ’028 patent was filed, “would have had a M.D. and/or a Ph.D. in an electrical engineering, physics, optical sciences, optical engineering, or a related scientific or engineering field, and at least one to two years of work or research experience in optical engineering, optics, optoelectronics, phototherapy (‘PT’), PDT, or a related field.” Prelim. Resp. 16. Patent Owner asserts that, “[a]lternatively, a POSITA could have a Bachelor’s degree in one of the above areas and at least three to four years of work or research experience in that area.” Id. (citing Ex. 2001 ¶¶ 30–31). We note that the parties’ proposed definitions are largely similar. To the extent that the proposed definitions differ, we do not need to resolve those differences as our findings and conclusion in this Decision would be the same under any of the proposed definitions.” slip op. at 9
§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,697,028 - Mara Renewables Corporation v. DSM IP Assets, B.V.Institution deniedPTAB · Apr 18, 2024 · IPR2024-00070 · APJ Zhenyu Yang · IPR · Institution
The Board denied institution because the Petition did not show a reasonable likelihood that claims 1–15 were anticipated by Radianingtyas or obvious over either asserted combination.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“We have authority under 35 U.S.C. § 314, which provides that an inter partes review may not be instituted “unless . . . there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). For the reasons provided below, we determine Petitioner has not demonstrated a reasonable likelihood that it would prevail with respect to at least one claim challenged in the Petition. Accordingly, we deny institution of an inter partes review.” slip op. at 2
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“claim construction standard that would be used to construe the claim in a civil action under 35 U.S.C. [§] 282(b).” 37 C.F.R. § 42.100(b). Under this standard, we construe the claim term “in accordance with the ordinary and customary meaning of such claim as understood by one of ordinary skill in the art and the prosecution history pertaining to the patent.” Id.; see also Phillips v. AWH Corp., 415 F.3d 1303, 1312–13 (Fed. Cir. 2005) (en banc) (holding that the words of a claim “are generally given their ordinary and customary meaning,” which is “the meaning that the term would have to a person of ordinary skill in the art in question at the time of the invention, i.e., as of the effective filing date of the patent application”). Claim terms need only be construed to the extent necessary to resolve the controversy. Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011). On this record and for purposes of this Decision, we see no need to construe any claim term.” slip op. at 6
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner does not provide a definition of the level of ordinary skill in the art. See Prelim. Resp. 19. Patent Owner also states that any differences between the parties’ proposed definition of the skill level would not impact its arguments. Id. For purposes of this Decision, we adopt Petitioner’s definition of the skill level because it is consistent with the prior art’s demonstration of the level of ordinary skill at the relevant time. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (holding that the prior art itself can reflect the appropriate level of ordinary skill in the art).” slip op. at 7
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentableNot shown unpatentable
“triglyceride, DHA, and heptadecanoic acid content recited therein. In order to anticipate a claim, a prior art reference “must not only disclose all elements of the claim within the four corners of the document, but must also disclose those elements arranged as in the claim.” NetMoneyIN, Inc. v. VeriSign, Inc., 545 F.3d 1359, 1370 (Fed. Cir. 2008) (quotation marks omitted). A reference, however, can anticipate a claim “even if it does not expressly spell out all the limitations arranged or combined as in the claim, if a person of skill in the art, reading the reference, would at once envisage the claimed arrangement or combination.” Microsoft Corp. v. Biscotti, Inc., 878 F.3d 1052, 1068 (Fed. Cir. 2017) (quotation marks and brackets omitted). As explained below, here, Petitioner has not shown Radianingtyas discloses a microbial oil comprising the required triglyceride, DHA and heptadecanoic acid content. Specifically, although the exemplified strain ONC-T18 produces oil that meets the claimed triglyceride fraction and heptadecanoic acid level, Petitioner has not shown the same oil contains the recited DHA level.” slip op. at 10
Claim construction§ 102 anticipation§ 103 obviousnesscites PhillipsPatents in suitUS 8,207,363 - Mara Renewables Corporation v. DSM IP Assets, B.V.Institution deniedPTAB · Feb 23, 2024 · IPR2023-01342 · APJ Jon B Tornquist · IPR · Institution
The Board denied institution because the petition did not show a reasonable likelihood that any challenged claim was anticipated or obvious over the asserted references.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a) (2018). Having considered the arguments and evidence presented by Petitioner and Patent Owner, we determine that Petitioner has not demonstrated a reasonable likelihood of prevailing on at least one of the challenged claims of the ’959 patent. Accordingly, we deny institution of an inter partes review.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner contends that, as of the earliest claimed priority date of the ’959 patent, an ordinarily skilled artisan “would have had a Master of Science degree in an academic discipline emphasizing chemistry, chemical engineering, or biochemistry, in combination with training or at least two to three years of related work experience with lipid chemistry technologies, including but not limited to lipid extraction technologies.” Pet. 6 (citing Ex. 1003 ¶¶ 63–64). Alternatively, Petitioner proposes that an ordinarily skilled artisan “could have also had a Doctorate degree in a relevant academic discipline with one to two years of related work experience in the same discipline.” Id. Petitioner argues that an ordinarily skilled artisan “would have been familiar with microbial oils” and “would have understood the benefits of polyunsaturated fats (PUFAs), microbial sources for obtaining them, and methods for culturing and extracting oils from those microbial sources.” Id. (citing Ex. 1003 ¶¶ 36–48, 64). Patent Owner does not provide a definition of the level of ordinary skill in the art, but “reserves its right to proffer what it contends to be the appropriate level of ordinary skill in the art should the Board institute review.” Prelim. Resp. 15. Patent Owner asserts, however, that a person of ordinary skill in the art would have a detailed understanding of the information provided in its Technology Background section, including “the expected impact of cellular biomass growth characteristics on the proportion of triglycerides and phospholipids produced during a microbial fermentation.” Id. For purposes of this Decision, we adopt Petitioner’s definition of the skill level of an ordinarily skilled artisan as it is consistent with the prior art of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (holding that the prior art itself can reflect the appropriate level of ordinary skill in the art). As to the background knowledge possessed by the ordinarily skilled artisan, we agree that such an artisan would have been aware of methods for culturing and extracting oils from microbial sources, including the impact of growth characteristics on the proportions of triglycerides and phospholipids produced during microbial fermentation. Pet. 6; Prelim. Resp. 15.” slip op. at 7
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner contends that all claim terms of the ’959 patent “should be given their plain and ordinary meaning.” Pet. 3. Patent Owner does not contend that any claim terms require construction. Prelim. Resp. 14–15. For purposes of this Decision, we determine that no claim terms require express construction. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (“[O]nly those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy.”)).” slip op. at 8
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentableNot shown unpatentable
“3. Analysis In order to anticipate a claim, a prior art reference “must not only disclose all elements of the claim within the four corners of the document, but must also disclose those elements ‘arranged as in the claim.’” NetMoneyIN, Inc. v. VeriSign, Inc., 545 F.3d 1359, 1370 (Fed. Cir. 2008) (quoting Connell v. Sears, Roebuck & Co., 722 F.2d 1542, 1548 (Fed. Cir. 1983)). Radianingtyas discloses microbial oils with various levels of DHA and arachidonic acid. There is no disclosure of an individual microbial oil, however, that contains at least 45% DHA and 1.5% or less arachidonic acid by weight as required by claim 1. With respect to the level of DHA, although Radianingtyas might be interpreted to disclose that some microorganisms can produce up to 60% DHA,8 Radianingtyas discloses that the DHA content of ONC-T18 is “typical[ly]” 35% of the total intracellular fatty acids, and in each experiment disclosed in Radianingtyas DHA was produced by ONC-T18 at 8 Radianingtyas discloses that “the oil producing microbe can produce a lipid composition comprising from about 25% to about 40% of an omega-3 fatty acid, such as n-3 DHA.” Ex. 1007, 26:31–33. It then gives examples that include 15%, 20%, 45%, 50%, 55%, and 60%, which are outside of the disclosed range. Id. at 26:33–34. Dr. Curtis contends the disclosure as a whole should be read as “from about 15% to about 60% of an omega-3 fatty acid, such as n-3 DHA.” Ex. 1003, 39 n.1. Dr. Curtis identifies no microbe in Radianingtyas, however, that is shown to produce more than 40% DHA, and Radianingtyas expressly notes that the typical DHA content produced by ONC-T18 is 35%. Thus, we question Dr. Curtis’ conclusions regarding the DHA content disclosure of Radianingtyas. levels less than “at least 45%.”9 Ex. 1007, 32:21–25 (noting that the “typical composition of fatty acids” produced by ONC-T18 includes 25% DHA), 34:4–37:14 (noting that the control microorganism produced 13.54%, 19.98%, 18.77%, 18.77%, 21.48%, 28.48%, and 14.13% DHA) (Figure 12), 91 (Table 5) (noting that total DHA produced by ONC-T18 was from 24- 34.2%), 99:22–24 (“Of particular interest is ONC-T18 which produces up to 90% of its C20 to C22 content as DHA which is approximately 35% of the total intracellular fatty acids.”). Thus, we are not persuaded that Radianingtyas discloses microbial oils produced by ONC-T18 that have a DHA content of “at least 45%.” As noted by Petitioner, Radianingtyas provides a definition of “purify” and “purifying,” and notes that when these terms are used, it means that a composition could be, for example, 90% pure. Pet. 11; Ex. 1007, 7:26–8:2. As an example of how the term “purified” may be used, Radianingtyas states “[f]or example, if a disclosed eukaryotic microorganism, for example, produces 35% DHA, this could be further ‘purified’ such that the final lipid composition was greater than 90% DHA.” Id. at 8:2–4. We are directed to no actual microbial oil in Radianingtyas, however, that was purified to have increased levels of DHA. Rather, Petitioner only proffers what Radianingtyas might say if such an oil existed or had been purified to increase levels of DHA.10” slip op. at 12
Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,757,959 - Mylan Pharmaceuticals Inc. v. Novo Nordisk A/SInstitution deniedPTAB · Oct 2, 2023 · IPR2023-00723 · APJ Robert A Pollock · IPR · Institution
The Board denied institution on claims 1–6 because Petitioner did not show a reasonable likelihood that any challenged claim was unpatentable under the asserted obviousness grounds.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“In an [inter partes review], the petitioner has the burden from the onset to show with particularity why the patent it challenges is unpatentable.” Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016) (citing 35 U.S.C. § 312(a)(3) (2012) (requiring inter partes review petitions to identify “with particularity . . . the evidence that supports the grounds for the challenge to each claim”)). This burden of persuasion never shifts to Patent Owner. See Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015) (discussing the burden of proof in inter partes review). A claim is unpatentable under 35 U.S.C. § 103 if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. See KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 406 (2007). The question of obviousness is resolved on the basis of underlying factual determinations including: (1) the scope and content of the prior art; (2) any differences between the claimed subject matter and the prior art; (3) the level of ordinary skill in the art; and (4) objective evidence (1966). In analyzing the obviousness of a combination of prior art elements, it can be important to identify a reason that would have prompted one of skill in the art “to combine . . . known elements in the fashion claimed by the patent at issue.” KSR, 550 U.S. at 418. A precise teaching directed to the specific subject matter of a challenged claim is not necessary to establish obviousness. Id. Rather, “any need or problem known in the field of endeavor at the time of invention and addressed by the patent can provide a reason for combining the elements in the manner claimed.” Id. at 420. Accordingly, a party that petitions the Board for a determination of unpatentability based on obviousness must show that “a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention, and that the skilled artisan would have had a reasonable expectation of success in doing so.” In re Magnum Oil Tools Int’l, Ltd., 829 F.3d 1364, 1381 (Fed. Cir. 2016) (internal quotations omitted). slip op. at 9
- Skill levelSkill level petitioner adoptedDecided for petitioner
“In determining the level of skill in the art, we consider the type of problems encountered in the art, the prior art solutions to those problems, the rapidity with which innovations are made, the sophistication of the technology, and the educational level of active workers in the field. See Custom Accessories, Inc. v. Jeffrey-Allan Industries, Inc., 807 F.2d 955, 962 (Fed. Cir. 1986); see also Orthopedic Equip. Co. v. United States, 702 F.2d 1005, 1011 (Fed. Cir. 1983). In addressing the level of ordinary skill in the art, Petitioner contends that “[t]he claimed subject matter falls within the medicinal chemical and pharmacological arts and encompasses the skills, education, and expertise of a team of individuals working together to develop and formulate GLP-1 analogs to treat patients having type-2 diabetes or related conditions.” Pet. 7. The persons of ordinary skill in the art (“POSA”) making up the team would have an M.D., Pharm.D., or doctoral degree(s) in chemistry, biochemistry, pharmaceutics, pharmaceutical sciences, chemical engineering, biochemical engineering or related fields, peptides or proteins, and experience with the development, design, manufacture, formulation, or administration of therapeutic peptides or proteins, and the literature concerning protein or peptide formulation and design or diabetes treatments. Id. at 7–8 (citing Ex. 1020 ¶ 27; Ex. 1022 ¶ 27; Ex. 1024 ¶ 21; Ex. 1026 ¶¶ 25–26). 13 Patent Owner does not offer a different level of ordinary skill in the art. See generally Prelim. Resp. On the current record, and for the purposes of this decision, we accept Petitioner’s proposed definition, as it appears consistent with the level of skill in the art reflected in the prior art of record and the disclosure of the ’343 Patent. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (“the prior art itself [may] reflect[] an appropriate level” as evidence of the ordinary level of skill in the art) (quoting Litton Indus. Prods., Inc. v. Solid State Sys. Corp., 755 F.2d 158, 163 (Fed. Cir. 1985)). C. Claim Construction” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“We interpret a claim “using the same claim construction standard that would be used to construe the claim in a civil action under 35 U.S.C. 282(b).” 37 C.F.R. § 42.100(b) (2020). Under this standard, we construe the claim “in accordance with the ordinary and customary meaning of such claim as understood by one of ordinary skill in the art and the prosecution history pertaining to the patent.” Id. Moreover, “the specification ‘is always highly relevant to the claim construction analysis. Usually it is dispositive; it is the single best guide to the meaning of a disputed term.’” In re Abbott 13 We need not consider Petitioner’s similar alternative definitions. See id. at 8–9. v. AWH Corp., 415 F.3d 1303, 1315 (Fed. Cir. 2005) (en banc)). The parties contend that no claim term requires construction. Pet. 13. Prelim. Resp. 15. Having considered the record, we determine that no express claim construction of any claim term is necessary to reach our decision. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co. Ltd. v. Matal, 868 F.3d 1013, 1017 (Fed. Cir. 2017) (“[W]e need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))). D. Overview of Asserted References” slip op. at 12
- Expert testimonyPetitioner expert discountedDecided for patent owner
“On the record before us, however, Dr. Flatt’s assessment of the relative benefit one of ordinary skill in the art would have accorded the higher Ki of mono-substituted compound 3 as compared to the “much longer plasma half-life” of Dong’s bi-substituted compounds is at odds with Dong’s selection of bi-substituted compound 4 for clinical trials. See Ex. 1013, 670– 671 (Table 1). We are also skeptical of Dr. Flatt’s assertion that one of ordinary skill in the art would have recognized that Dong’s substitution of Aib for alanine at position 8 “would complement and work synergistically with liraglutide’s [other] properties,” including the fatty acylation of Lys26. See Ex. 1020 ¶ 181. In this respect, Patent Owner notes that, unlike liraglutide, Dong’s GLP-1 analogs were not acylated, whereas Knudsen 2001 counseled against N-terminal modifications in the context of acylation. Prelim. Resp. 28–30, 46 (citing Ex. 1011, 680–681). In addressing such combinations, Knudsen 2001 states, for example, that “Desamino His7 represents one of the more potent suggestions to a modification giving metabolic stability (81 ). Nevertheless, as seen when comparing 19 (687 pM) to 5 [liraglutide] (68 pM), considerably more potent compounds could be obtained by not modifying the N-terminus when a combination with acylation was desired.” Id. at 680. As such, we are unpersuaded on the record before us that one of ordinary skill in the art would have had a reasonable expectation that the Aib8 modification would be beneficial or otherwise “complement and work synergistically with” the acylated Lys26 of liraglutide or semaglutide. See Ex. 1020 ¶ 181.” slip op. at 30
Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · GrahamPatents in suitUS 8,129,343 - Mylan Pharmaceuticals Inc. v. Novo Nordisk A/SInstitution deniedPTAB · Oct 2, 2023 · IPR2023-00722 · APJ Robert A Pollock · IPR · Institution
Institution was denied for claims 1, 2, 4–11, 13, and 15 because Petitioner did not show a reasonable likelihood of proving them obvious under any of the three grounds.
RulingsInstitution decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“In addressing the level of ordinary skill in the art, Petitioner contends that “[t]he claimed subject matter falls within the medicinal chemical and pharmacological arts and encompasses the skills, education, and expertise of a team of individuals working together to develop and formulate GLP-1 analogs to treat patients having type-2 diabetes or related conditions.” Pet. 7. The persons of ordinary skill in the art (“POSA”) making up the team would have an M.D., Pharm.D., or doctoral degree(s) in chemistry, biochemistry, pharmaceutics, pharmaceutical sciences, chemical engineering, biochemical engineering or related fields, with at least two years of experience in developing therapeutic peptides or proteins, and experience with the development, design, manufacture, formulation, or administration of therapeutic peptides or proteins, and the literature concerning protein or peptide formulation and design or diabetes treatments. ¶ 24).14 Patent Owner does not offer a different level of ordinary skill in the art. See generally Prelim. Resp. On the current record, and for the purposes of this decision, we accept Petitioner’s proposed definition, as it appears consistent with the level of skill in the art reflected in the prior art of record and the disclosure of the ’122 Patent. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (“the prior art itself [may] reflect[] an appropriate level” as evidence of the ordinary level of skill in the art) (quoting Litton Indus. Prods., Inc. v. Solid State Sys. Corp., 755 F.2d 158, 163 (Fed. Cir. 1985)).” slip op. at 14
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“The parties contend that no claim term requires construction. Pet. 16. Prelim. Resp. 16. Having considered the record, we determine that no express claim construction of any claim term is necessary to reach our 14 We need not consider Petitioner’s similar, but alternative, definitions. See id. at 8–9. v. Matal, 868 F.3d 1013, 1017 (Fed. Cir. 2017) (“[W]e need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 15
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“For the reasons provided below, we determine Petitioner has not satisfied the threshold requirement set forth in 35 U.S.C. § 314(a). Because Petitioner has not demonstrated a reasonable likelihood that at least one claim of the ’122 patent is unpatentable, we do not institute an inter partes review on the Grounds raised in the Petition. See SAS Inst., Inc. v. Iancu, 138 S. Ct. 1348, 1359–60 (2018); PGS Geophysical AS v. Iancu, 891 F.3d 1354, 1360 (Fed. Cir. 2018) (interpreting the statute to require “a simple yesor-no institution choice respecting a petition, embracing all challenges included in the petition”); see also Guidance on the Impact of SAS on AIA Trial Proceedings (April 26, 2018).1” slip op. at 2
- BurdenNot shown unpatentable
“Considering the record before us, Petitioner has not shown sufficiently that one of ordinary skill in the art would be motivated to make the required modification with a reasonable expectation of success. (4) Hindsight and Reasonable Expectation of Success One of ordinary skill in the art seeking to modify liraglutide would need undertake at least four discrete steps to arrive at semaglutide—some of which entail multiple options and decision points (e.g., the selection and placement of di-AEEA, and whether to replace, or add to, the existing γ-glu linker). As discussed above, we find Petitioner’s justification for these individual steps problematic. Taken as whole, and considering the vast number of modifications suggested in the art—and indeed, the large number of amino acids suggested as cites for modification—Petitioner has failed to meet its burden of demonstrating why a skilled artisan would have been motivated to make all of the identified substitutions and no others. See e.g., Ex. 1010, 4130 (Figure 3) (identifying amino acids available for derivatization (Ser18, Gln23, Lys26, Glu27, Lys34, and Arg36) or modification (Ala8)); Ex. 1011, 680–681 (identifying desamino His7 as “one of the more potent suggestions to a modification giving metabolic stability,”); Ex. 1012 at, e.g., 9:21-19:59; 192:30–60 (Table 1), 193:35–46 (disclosing numerous GLP-1 analogs, including those with greater half-lives or potency than liraglutide, and teaching that each could be further modified, including with amino acid substitutions and/or acylation at multiple positions, numerous the fatty and amino acids); Ex. 1013, 670–671 (disclosing that GLP-1 analogs bearing modifications at both positions 8 and 35 maintain efficacy but “have much longer plasma half-life than mono-substituted compounds”).” slip op. at 43
Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · GrahamPatents in suitUS 8,536,122 - Apotex Inc. v. Regeneron Pharmaceuticals, Inc.Institution deniedPTAB · Mar 10, 2023 · IPR2022-01524 · APJ Ryan H Flax · IPR · Institution
Institution denied because Petitioner did not show a reasonable likelihood that claims 1–14 and 26–30 were unpatentable over the asserted anticipation and obviousness grounds.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“APPLICABLE LEGAL STANDARDS “In an IPR, the petitioner has the burden from the onset to show with particularity why the patent it challenges is unpatentable.” Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016) (citing 35 U.S.C. § 312(a)(3) (requiring inter partes review petitions to identify “with particularity . . . the evidence that supports the grounds for the challenge to each claim”)). This burden of persuasion never shifts to Patent Owner. See Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015) (discussing the burden of proof in inter partes review). An inter partes review may be instituted if the information presented by Petitioner in the Petition, in view of Patent Owner’s Preliminary Response and the preliminary record, shows that there is a reasonable likelihood that Petitioner would prevail with respect to at least one of the claims challenged in the Petition. 35 U.S.C. § 314.” slip op. at 19
- BurdenDecided for patent owner
“As an initial matter, we find Petitioner has insufficiently addressed the issue of inherent anticipation by Dixon (or any other prior art) and has done so in a merely conclusory manner. There is no dispute that Dixon (as well as the other asserted prior art) discloses angiogenic eye disorder treatment using the same drug (aflibercept), at the same dose (2 mg), administered in the same way (intravitreal injection), and administered at the same dosing regimen (an initial, a secondary, and a tertiary dose), as required by all challenged claims. See generally Pet.; Prelim. Resp. Petitioner relies on these facts, and the results of a phase 2 clinical trial that followed a different dosing protocol (one not claimed) to establish that the results limitations of claims 1, 26, and 29 are inherent to the phase 3 clinical trials (VIEW 1 and 2) with a dosing regimen that is claimed. See Pet. 38–39. Petitioner calls the claimed results limitations mere newly discovered results of a known process. Id. (citing Montgomery, 677 F.3d at 1381). As Patent Owner identifies, it is not so simple. The evidence of the results of the VIEW 1 and 2 trials itself (found in the ’572 patent) shows that some, but not all, patients treated with the claimed dosing regimen achieved “a gain in visual acuity” as recited by claim 1, “a gain in visual acuity” that is “as effective” “as monthly administration of 0.5 mg of ranibizumab” as recited by claim 26, or “maintaining visual acuity” “as effective[ly]” “as monthly administration of 0.5 mg of ranibizumab” as recited by claim 29. See Ex. 1001, 13:5–38 (Table 1). As Patent Owner points out, the ’572 patent’s described studies 1 and 2, when following the claimed dosing regimen (2Q8), were not always effective treatments––achieving mere maintenance (as opposed to improvement or “gains”) of vision 95.1% and 95.6% (respectively) of the time. Id.; see Prelim. Resp. 34–37 (citing Ex. 1001, 13:8–27; Ex. 1014, 4, 6; Ex. 1030, 9; Ex. 2021 ¶¶ 109–111; Ex. 2022). Thus, the evidence shows that, although most would, about 4–5% of patients (or, possibly, an even higher number based on Patent Owner’s cited evidence––Ex. 1030, 9) would not see the gains in visual acuity required by claims 1 and 26 or the maintenance in visual acuity required by claim 29. It is well established that “[i]nherency . . . may not be established by probabilities or possibilities” and “[t]he mere fact that a certain thing may result from a given set of circumstances is not sufficient.” In re. Oelrich, 666 F.2d 578, 581 (CCPA 1981) (quoting Hansgirg v. Kemmer, 102 F.2d 212, 214 (CCPA 1939)). Here, the evidence shows that the claimed results limitations may typically flow from the claimed method, but not necessarily.” slip op. at 33
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed patent owner constructionDecided for patent owner
“Relating to the claim construction, the Federal Circuit found that patent at issue was “clear” that the tissue fibrosis, recited by the claim as arrested or regressed by the otherwise recited treatment, was not the same as and did not necessarily accompany the symptom of erectile disfunction (taught in and the focus of the relied-upon prior art), although the former (fibrosis) may frequently result in the latter (disfunction). Id. at 1059. The Federal Circuit held that the “arresting or regressing” clause was more than a mere statement of intended result, but was a limitation carrying patentable weight because the phrase was drafted as a part of a separate step of the method rather than of the preamble, the “arresting or regressing” language demanded efficacy, and the efficacy was linked to specific treatment minimum duration and dosage. Id. at 1060–61. The patients exhibiting these two issues were not necessarily the same. In part because the Board did not consider the arresting/regressing result limitation in its unpatentability analysis, the Federal Circuit agreed with the patent owner that the Board’s findings were insufficient. Id. at 1064, 1067. The Federal Circuit found that that prior art reference relied upon in the Board’s decision for teaching the claimed treatment, and also relied upon to link the condition of fibrosis with the symptom of erectile dysfunction, did not teach treating a population of patients suffering from erectile dysfunction only because of a fibrosis condition and, even though such patients may have had fibrosis, it was not certain; and further found that other cited prior art did not make certain a link between fibrosis and such dysfunction. Id. at 1065–66. This, the Federal Circuit found, was error. We find in agreement with Patent Owner that the results limitations of the challenged claims are limitations and must be given patentable weight for the same reasons arresting or regressing a tissue fibrosis was a limitation in Los Angeles Biomed. Similarly, here the claims are directed to expressly required results of the administration of aflibercept to patients at 2 mg at an initial dose, in at least one secondary dose 4 weeks later, and in at least one tertiary dose 8 weeks later. Therefore, we find that in claim 1, “wherein the patient achieves a gain in visual acuity within 52 weeks following the initial dose,” is a limitation. Further, in claim 26, “wherein the method is as effective in achieving a gain in visual acuity as monthly administration of 0.5 mg of ranibizumab by intravitreal injection in human subjects with age-related macular degeneration at 52 weeks following the initial dose,” is a limitation. And, in claim 29, “wherein the method is as effective in maintaining visual acuity as monthly administration of 0.5 mg of ranibizumab by intravitreal injection in human subjects with age-related macular degeneration at 52 weeks following the initial dose,” is a limitation.” slip op. at 17
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element) › Inherent disclosureNot shown unpatentableInherency not foundNot shown unpatentable
“A prior art reference without express reference to a claim limitation may anticipate by inherency. See In re Cruciferous Sprout Litig., 301 F.3d 1343, 1349 (Fed. Cir. 2002). “Under the principles of inherency, if the prior art necessarily functions in accordance with, or includes, the claimed limitations, it anticipates.” Id. (quoting MEHL/Biophile Int’l Corp. v. Milgraum, 192 F.3d 1362, 1365 (Fed. Cir. 1999)).” slip op. at 20
Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,253,572 - Apple Inc. v. Masimo CorporationInstitution deniedPTAB · Jan 24, 2023 · IPR2022-01274 · APJ Josiah C Cocks · IPR · Institution
The Board denied institution because Apple did not show a reasonable likelihood that claims 1–30 were obvious over the proposed prior-art combinations.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“under the statutory grounds it identifies. 37 C.F.R. § 42.104(b)(4). Petitioner bears the burden of demonstrating a reasonable likelihood that it would prevail with respect to at least one challenged claim for a petition to be granted. 35 U.S.C. § 314(a).” slip op. at 6
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner does not dispute this proposed level of skill. Prelim. Resp. 10. For purposes of this Decision, we adopt Petitioner’s proposal as reasonable and consistent with the prior art and the ’502 patent. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art may reflect an appropriate level of skill in the art).” slip op. at 8
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“in light of the specification. Wasica Fin. GmbH v. Cont’l Auto. Sys., Inc., 853 F.3d 1272, 1279–80 (Fed. Cir. 2017). Thus, we give claim terms their ordinary and customary meaning as understood by an ordinarily skilled artisan. See Phillips v. AWH Corp., 415 F.3d 1303, 1312–13 (Fed. Cir. 2005) (en banc). Only terms that are in controversy need to be construed, and then only to the extent necessary to resolve the controversy. Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co. Matal, 868 F.3d 1013, 1017 (Fed. Cir. 2017). Neither party offers any express construction for any claim term. See Pet. 4; Prelim. Resp. 9. We determine that all claim terms should be given their ordinary and customary meaning and that it is unnecessary to make that meaning explicit for any term.” slip op. at 9
- Obviousness (§103) › Motivation to combine / reasonable expectation of success › HindsightMotivation not foundNot shown unpatentableNot shown unpatentable
“Although it is certainly the case that an obviousness analysis may take into account the inferences and creative steps that a skilled artisan might glean from the teachings of the prior art (see, e.g., KSR , 550 U.S. at 418), one must be cognizant that “hindsight is not an available analytical mechanism to show obviousness.” See In re Omeprazole Patent Litig., 483 F.3d 1364, 1381 (Fed. Cir. 2007) (Newman, J., dissenting). Indeed, “we patches into something that is the claimed invention.” See Metalcraft of Mayville, Inc. v. The Toro Co., 848 F.3d 1358, 1367 (Fed. Cir. 2017). Without the guidance provided by the claims of the ’502 patent, it is difficult to conclude that Petitioner’s postulation as to a particular structure that results from combining the teachings of Lumidigm, Kotanagi, and Scharf is based on an objective assessment of what those teachings would have conveyed to a skilled artisan. It is clear from the Petition, however, that such structural configuration is necessary as the basis for Petitioner’s approach to arriving at the structural requirements of the claims.9 At the outset, we share Patent Owner’s view, and that of its declarant, Dr. Duckworth (Ex. 2002), that none of the prior art on which Petitioner relies discloses a convex protrusion with multiple openings or windows for multiple detectors. See, e.g., Prelim. Resp 28–29; Ex. 2002 ¶ 76. As discussed above, Petitioner attempts to arrive at such structure through a proposed amalgamation of prior art teachings that must include, for instance, arranging a convex protrusion with multiple openings or separate glass windows over Lumidigm’s optical sensors. In our view, however, Petitioner simply does not explain adequately why such configuration results from the actual teachings of the prior art.” slip op. at 15
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,912,502 - Twinstrand Biosciences, Inc. v. Guardant Health, Inc.Institution deniedPTAB · Dec 30, 2022 · IPR2022-01115 · APJ Susan L C Mitchell · IPR · Institution
The Board denied institution on all grounds because Petitioner did not show a reasonable likelihood of proving the challenged claims obvious, including the claimed tagging efficiency.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“inter partes review may not be instituted “unless . . . there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Upon considering the argument and evidence presented by the parties, we determine that Petitioner has not established a reasonable likelihood that it would prevail in showing the unpatentability of at least one claim challenged in the Petition.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“(i) a Ph.D. in molecular biology, genetics, bioinformatics, or a related field, and have at least about two years of experience in the use and development of sequencing technologies; or (ii) a Master’s degree in one of the same fields with at least about five years of the same experience.” slip op. at 7
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner sets forth a proposed construction for “a number of double- stranded cfDNA molecules that map to the mappable base position,” recited in claim 1. Pet. 18–19. Petitioner asserts that a “POSA [person of ordinary skill in the art] would understand that the number of double-stranded cfDNA molecules that map to the mappable base position will vary, depending on the number of haploid genome equivalents (HGEs) in the sample.” Id. at 19 (citing Ex. 1002 ¶¶ 133–136). Patent Owner does not dispute Petitioner’s construction. Prelim. Resp. 32–33. that it is unnecessary to expressly construe any claim terms for purposes of rendering this Decision. See Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011) (“[C]laim terms need only be construed ‘to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 8
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundReasonable expectation not foundNot shown unpatentable
“40–60% tagging efficiency, Petitioner fails to sufficiently explain why a person of ordinary skill in the art would have expected Meyer’s tagging efficiency to apply to Schmitt’s DCS method when used with Narayan’s sequencing of cfDNA. For example, Petitioner fails to address the differences between Meyer’s adapters and Schmitt’s adapters and how those differences affect the tagging efficiency. Meyer’s barcodes comprise “single self-hybridized palindromic oligonucleotides, carrying an Srf I restriction site in the middle (GCCCGGGC), a sequence tag at the 3’ end and the reverse complementary tag sequence at the 5’ end.” Ex. 1005, Fig. 1. Schmitt, on the other hand, teaches a “hybrid method” of tagging that uses a combination of the sheared ends of the DNA fragments and a “shorter n-mer the adaptor.” Ex. 1009 ¶ 38.” slip op. at 14
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,801,063 - Twinstrand Biosciences, Inc. v. Guardant Health, Inc.Institution deniedPTAB · Dec 30, 2022 · IPR2022-01116 · APJ Tina E Hulse · IPR · Institution
The Board denied institution on all challenged claims because Petitioner did not show a reasonable likelihood that the claims were obvious over the asserted prior art.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“inter partes review may not be instituted “unless . . . there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Upon considering the argument and evidence presented by the parties, we determine that Petitioner has not established a reasonable likelihood that it would prevail in showing the unpatentability of at least one claim challenged in the Petition. Accordingly, we decline to institute an inter partes review of any claim of the ’858 patent on any ground.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“(i) a Ph.D. in molecular biology, genetics, bioinformatics, or a related field, and have at least about two years of experience in the use and development of sequencing technologies; or (ii) a Master’s degree in one of the same fields with at least about five years of the same experience.” slip op. at 6
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner sets forth a proposed construction for “a number of double- stranded cfDNA molecules that map to the mappable base position,” recited in claims 22 and 24. Pet. 19. Petitioner asserts that a “POSA would understand that the number of double-stranded cfDNA molecules that map to the mappable base position will vary, depending on the number of haploid genome equivalents (HGEs) in the sample.” Id. (citing Ex. 1002 ¶¶ 133– 136). Patent Owner does not dispute Petitioner’s constructions. Prelim. Resp. 24. that it is unnecessary to expressly construe any claim terms for purposes of rendering this Decision. See Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011) (“[C]laim terms need only be construed ‘to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 7
- Obviousness (§103) › Motivation to combine / reasonable expectation of successNot shown unpatentableMotivation not foundNot shown unpatentable
“40–60% tagging efficiency, Petitioner fails to explain sufficiently why a person of ordinary skill in the art would have expected Meyer’s tagging efficiency to apply to Schmitt’s DCS method when used with Narayan’s sequencing of cfDNA. For example, Petitioner fails to address the differences between Meyer’s adapters and Schmitt’s adapters and how those differences affect the tagging efficiency. Meyer’s barcodes comprise “single self-hybridized palindromic oligonucleotides, carrying an Srf I restriction site in the middle (GCCCGGGC), a sequence tag at the 3’ end and the reverse complementary tag sequence at the 5’ end.” Ex. 1005, Fig. 1. Schmitt, on the other hand, teaches a “hybrid method” of tagging that uses a combination of the sheared ends of the DNA fragments and a “shorter n-mer tag (such as 1 or 2 or 3 or 4 or more degenerate or semi-degenerate bases) in the adaptor.” Ex. 1009 ¶ 38. Moreover, as Patent Owner notes, Petitioner is silent as to how the references’ different starting sample sizes affect tagging efficiency. Prelim. Resp. 37–38. According to the KAPA data sheet submitted by Petitioner, “[t]he proportion of fragmented DNA that is successfully converted to adapter-ligated molecules decreases as input is reduced.” Ex. 1015, 4. The KAPA data sheet states that “[w]hen starting library construction (end repair) with >100 ng fragmented DNA, 15–40% of input DNA is typically recovered as adapter-ligated molecules, whereas the recovery typically ranges from 0.5 to 15% for libraries constructed from 100 pg–100 ng DNA.”” slip op. at 14
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,889,858 - Twinstrand Biosciences, Inc. v. Guardant Health, Inc.Institution deniedPTAB · Oct 11, 2022 · IPR2022-00747 · APJ Tina E Hulse · IPR · Institution
The Board denied institution on all grounds because Petitioner did not show a reasonable likelihood that claims 1–29 were obvious over the cited art.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“inter partes review may not be instituted “unless . . . there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Upon considering the argument and evidence presented by the parties, we determine that Petitioner has not established a reasonable likelihood that it would prevail in showing the unpatentability of at least one claim challenged in the Petition. Accordingly, we decline to institute an inter partes review of any claim of the ’858 patent on any ground.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“(i) a Ph.D. in molecular biology, genetics, bioinformatics, or a related field, and have at least about two years of experience in the use and development of sequencing technologies; or (ii) a Master’s degree in one of the same fields with at least about five years of the same experience.” slip op. at 6
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner sets forth proposed constructions for “a number of double- stranded cfDNA molecules that map to the mappable base position,” recited in claims 22 and 24. Pet. 19. Petitioner asserts that a “POSA would understand that the number of double-stranded cfDNA molecules that map to the mappable base position will vary, depending on the number of haploid genome equivalents (HGEs) in the sample.” Id. (citing Ex. 1002 ¶¶ 133– 136). Patent Owner does not dispute Petitioner’s constructions. Prelim. Resp. 24. that it is unnecessary to expressly construe any claim terms for purposes of rendering this Decision. See Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011) (“[C]laim terms need only be construed ‘to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 7
- Obviousness (§103) › Motivation to combine / reasonable expectation of successNot reached
“merely by demonstrating that each of its elements was, independently, known in the prior art.” KSR, 550 U.S. at 418. “[I]t can be important to identify a reason that would have prompted a person of ordinary skill in the relevant field to combine the elements in the way the claimed new invention does.” Id. Moreover, a person of ordinary skill in the art must have had a reasonable expectation of success of doing so. PAR Pharm., Inc. v. TWI Pharms., Inc., 773 F.3d 1186, 1193 (Fed. Cir. 2014).” slip op. at 11
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,889,858
Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.