# United States v. Rodney Choute

> Court of Appeals for the Eleventh Circuit · May 27, 2026

URL: https://www.frixlaw.com/law-library/cases/11332395

## Case

- **Court:** Court of Appeals for the Eleventh Circuit
- **Decided:** May 27, 2026
- **Precedential status:** Unpublished
- **Opinion:** Opinion
- **Nature of suit:** CON
- **Cited by:** 0 later opinions in the Frix Law Library

## Citator (automated)

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- Full citator and citing cases: https://www.frixlaw.com/law-library/cases/11332395

## How later opinions describe it (automated extraction)

- concluding that codefendants were not similarly situated where they had dif- ferent criminal history categories and were subject to different sen- tencing enhancements

## Opinion text

USCA11 Case: 25-11198 Document: 30-1 Date Filed: 05/27/2026 Page: 1 of 18

NOT FOR PUBLICATION

In the
United States Court of Appeals
For the Eleventh Circuit
____________________
No. 25-11198
Non-Argument Calendar
____________________

UNITED STATES OF AMERICA,
Plaintiff-Appellee,
versus

BETSY ALEXANDRA CACHO MEDINA,
Defendant-Appellant.
____________________
Appeals from the United States District Court
for the Southern District of Florida
D.C. Docket No. 1:24-cr-20403-CMA-1
____________________
____________________
No. 25-11220
Non-Argument Calendar
____________________

UNITED STATES OF AMERICA,
Plaintiff-Appellee,
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2 Opinion of the Court 25-11198

versus

RODNEY CHOUTE,
Defendant-Appellant.
____________________
Appeals from the United States District Court
for the Southern District of Florida
D.C. Docket No. 1:24-cr-20403-CMA-2
____________________

Before JILL PRYOR, BLACK, and WILSON, Circuit Judges.
PER CURIAM:
In this consolidated appeal, codefendants Betsy Cacho Me-
dina and Rodney Choute appeal their sentences. Cacho Medina
and Choute argue that the district court erred in the calculation of
their guideline ranges and that their sentences are substantively un-
reasonable. Specifically, Cacho Medina argues that the district
court erred by applying aggravating-role and sophisticated-means
enhancements to her guideline offense level, and Choute argues
that the district court erred by applying a sophisticated-means en-
hancement to his guideline offense level.
After review, 1 we affirm Cacho Medina’s sentence, vacate
Choute’s sentence, and remand Choute’s case for further proceed-
ings consistent with this opinion.

1 “We review a district court’s interpretation of the Sentencing Guidelines and

application of the Guidelines to the facts de novo, and we review the district
court’s findings of fact for clear error.” United States v. Dimitrovski, 782 F.3d
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I. DISCUSSION
A. Aggravating-Role Enhancement
Under U.S.S.G. § 3B1.1(c), a district court must increase a
defendant’s offense level by two points “[i]f the defendant was an
organizer, leader, manager, or supervisor in any criminal activity.”
U.S.S.G. § 3B1.1(c). We have “upheld a § 3B1.1 enhancement
when the convicted defendant had decision-making authority and
exercised control” over another participant in the criminal activity.
United States v. Ramirez, 426 F.3d 1344, 1355 (11th Cir. 2005) (quo-
tation marks omitted). The enhancement is not appropriate if the
defendant merely acted “in concert” with her co-conspirators.
United States v. Martinez, 584 F.3d 1022, 1028 (11th Cir. 2009).
The district court did not clearly err by applying the aggra-
vating-role enhancement to Cacho Medina. See id. at 1025 (“We
review a district court’s determination that a defendant is subject
to a Section 3B1.1 role enhancement as an organizer or leader for
clear error.”).
The nature of the fraud scheme underlying this case was that
the codefendants obtained victims’ personal identifying infor-
mation, including social security numbers, and used that infor-
mation to fraudulently apply for unemployment-insurance benefits

622, 628 (11th Cir. 2015). “We review the substantive reasonableness of a sen-
tence for an abuse of discretion.” United States v. Osorio-Moreno, 814 F.3d 1282,
1287 (11th Cir. 2016).
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4 Opinion of the Court 25-11198

in the victims’ names from many different states. The codefend-
ants did this using multiple email addresses. They also used the
former residence of one of the codefendants, Kimberly Johnson, as
the mailing address for the unemployment applications.
The district court concluded that Cacho Medina held a lead-
ership role in this scheme based on the following facts: (1) law en-
forcement found during a search of Cacho Medina and Choute’s
shared residence a notebook containing the personal identifying in-
formation of victims that they used to fraudulently obtain the un-
employment benefits, devices saved with the email addresses that
were used to perpetrate the fraud, and mail relating to the unem-
ployment benefits; (2) Johnson stated to law enforcement that Ca-
cho Medina used Johnson’s prior residence to receive mail relating
to the scheme, and that Johnson delivered that mail to Cacho Me-
dina; 2 and (3) Cacho Medina texted co-conspirator Nelson Garcia

2 Cacho Medina argues that the district court could not rely on Johnson’s state-

ment because it is unreliable hearsay. We disagree. The district court could
rely on Johnson’s statement—which was included in Cacho Medina’s
guilty-plea factual proffer and in the presentence investigation report without
objection—because it bears sufficient indicia of reliability. See United States v.
Baptiste, 935 F.3d 1304, 1315 (11th Cir. 2019). Johnson’s statement is consistent
with the information in Cacho Medina’s guilty-plea factual proffer that the
codefendants used Johnson’s prior address to receive mail relating to the un-
employment benefits, and that Johnson delivered that mail to Cacho Medina.
The undisputed portion of the presentence investigation report also con-
firmed that law enforcement found letters and debit cards from state unem-
ployment agencies in Cacho Medina and Choute’s shared residence.
See United States v. Smith, 480 F.3d 1277, 1281 (11th Cir. 2007) (explaining that
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Medina the user name and password to one of the email accounts
used to apply for the unemployment benefits and instructed Garcia
Medina, “check the status.”
This evidence indicates that Cacho Medina at the very least
asserted influence over and instructed Johnson and Garcia Medina
in the fraud scheme. That is sufficient to qualify Cacho Medina for
the § 3B1.1(c) enhancement. See United States v. Jiminez, 224 F.3d
1243, 1251 (11th Cir. 2000) (“[T]he assertion of control or influence
over only one individual is enough to support a § 3B1.1(c) enhance-
ment.”); United States v. Lozano, 490 F.3d 1317, 1323 (11th Cir. 2007)
(upholding § 3B1.1(c) enhancement where defendant instructed a
co-conspirator to engage in criminal activity and was “intricately
involved in the offense” even though “he did not have any decision-
making authority”); United States v. Ndiaye, 434 F.3d 1270, 1304
(11th Cir. 2006) (upholding § 3B1.1 enhancement where the de-
fendant “exercised authority over the [criminal] organization by re-
cruiting and instructing co-conspirators”).
B. Sophisticated-Means Enhancement
Under U.S.S.G. § 2B1.1(b)(10)(C), a district court must in-
crease a defendant’s offense level by two points if “the offense . . .
involved sophisticated means and the defendant intentionally en-
gaged in or caused the conduct constituting sophisticated means.”
U.S.S.G. § 2B1.1(b)(10)(C). In determining whether to apply the

a district court at sentencing may rely on undisputed statements in a presen-
tence investigation report).
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sophisticated-means enhancement, a district court must consider
both whether (1) the overall offense involved sophisticated means,
and (2) the defendant herself intentionally engaged in or caused the
conduct constituting sophisticated means. United States v. Bu-
chanan, 146 F.4th 1342, 1357 (11th Cir. 2025).
Cacho Medina and Choute argue that the district court
erred by imposing the sophisticated-means enhancement because
(1) the overall fraud scheme was not sophisticated, and (2) the
court failed to specifically find that they individually engaged in or
caused the conduct constituting sophisticated means.
For the reasons below, the district court did not clearly err
in concluding that the overall fraud scheme was sophisticated.
See United States v. Sosa, 777 F.3d 1279, 1300 (11th Cir. 2015) (“We
review for clear error . . . [a district court’s] finding that the offense
involved sophisticated means.”). However, we agree with Cacho
Medina and Choute that the district court erred by failing to make
specific findings about whether they individually engaged in or
caused conduct constituting sophisticated means.
Nevertheless, we still must consider whether, despite the
district court’s error, there was sufficient evidence to support the
application of the sophisticated-means enhancement as to both de-
fendants. See United States v. Uscinski, 369 F.3d 1243, 1246 (11th Cir.
2004) (“To permit meaningful appellate review, a district court
should make specific findings of fact when [imposing a sentencing
enhancement], . . . [b]ut a remand is unnecessary if the record
clearly reflects the basis for enhancement.”); United States v. Bradley,
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25-11198 Opinion of the Court 7

644 F.3d 1213, 1293 (11th Cir. 2011) (explaining that, although “a
district court should make explicit factual findings that underpin its
sentencing decision, . . . failure to make specific findings does not
preclude appellate review where the court’s decisions are based on
clearly identifiable evidence”). Because there was sufficient evi-
dence to find that Cacho Medina engaged in or caused conduct
constituting sophisticated means, we affirm the application of the
enhancement as to her. On the other hand, because there was in-
sufficient evidence to support the enhancement as to Choute, we
vacate his sentence and remand for further proceedings.
1. Overall Scheme
“‘Sophisticated means’ refers to ‘especially complex or espe-
cially intricate offense conduct pertaining to the execution or con-
cealment of an offense,’ and ordinarily includes conduct such as
hiding assets or transactions through the use of fictitious entities,
corporate shells, or offshore financial accounts.” United States v.
Moran, 778 F.3d 942, 977 (11th Cir. 2015) (quoting U.S.S.G. § 2B1.1,
cmt. n.9(B)). We have stated that a fraud scheme was sophisticated
when it “involved repetitive, coordinated conduct designed to al-
low [the defendant] to execute his fraud and evade detection.”
United States v. Bane, 720 F.3d 818, 827 (11th Cir. 2013). “There is
no requirement that each of a defendant’s individual actions be so-
phisticated in order to impose the enhancement. Rather, it is suffi-
cient if the totality of the scheme was sophisticated.” United States
v. Ghertler, 605 F.3d 1256, 1267 (11th Cir. 2010).
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As stated above, the defendant’s fraud scheme involved ob-
taining victims’ personal identifying information, including social
security numbers, and using that information to fraudulently ob-
tain unemployment benefits from multiple states. The defendants
obtained the personal identifying information of thirty-three sepa-
rate victims without their knowledge or permission, submitted at
least forty-seven unemployment-benefits applications using multi-
ple different email addresses to sixteen different states, and used
one of the defendants’ prior residences as a mailing address. The
defendants engaged in this scheme over the course of approxi-
mately five months and fraudulently obtained a total of $169,825 in
unemployment benefits. As the district court noted, law enforce-
ment only happened to discover the defendants’ scheme approxi-
mately a year later while investigating an unrelated fraud scheme
that the defendants were engaged in.
While none of the individual actions making up the scheme
were necessarily sophisticated, the record evidence supports the
district court’s conclusion that the overall scheme was sophisti-
cated because it “involved repetitive, coordinated conduct” that al-
lowed the defendants to avoid detection for an extended period of
time. See Bane, 720 F.3d at 827. “[T]he length of the scheme and
the loss inflicted by it” are highly relevant in this case. See United
States v. Feaster, 798 F.3d 1374, 1381 (11th Cir. 2015) (“Regardless of
whether the defendant undertook affirmative acts of concealment,
the scheme itself may be designed in a sophisticated way that
makes it unlikely to be detected, allowing it to continue for an ex-
tended period and to impose larger losses.”).
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The fraud scheme in this case has a similar level of complex-
ity to the schemes in cases where we upheld the application of a
sophisticated-means enhancement. For example, in United States v.
Presendieu, we upheld a sophisticated-means enhancement for a
fraud scheme where the defendant (1) procured checks payable to
others through companies that filed fraudulent tax returns, and
(2) acquired false identification in order to cash the checks. 880
F.3d 1228, 1248-49 (11th Cir. 2018). Additionally, in United States v.
Campbell, we upheld a sophisticated-means enhancement for a
scheme where the defendant politician “utilized campaign ac-
counts and credit cards issued to other people to conceal cash ex-
penditures” for the purpose of tax fraud. 491 F.3d 1306, 1315-16
(11th Cir. 2007).
For the above reasons, there was sufficient evidence to sup-
port the district court’s conclusion that the defendants’ overall
scheme was sophisticated. Therefore, the district court did not
clearly err on this ground.
2. Cacho Medina
However, as is discussed above, to impose the sophisti-
cated-means enhancement as to Cacho Medina, the district court
was required to specifically find that Cacho Medina herself “inten-
tionally engaged in or caused the conduct constituting sophisti-
cated means.” See U.S.S.G. § 2B1.1(b)(10)(C); Buchanan, 146 F.4th
at 1357. The district court made no such finding in this case. Ra-
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10 Opinion of the Court 25-11198

ther, the district court merely based its application of the enhance-
ment on its conclusion that the overall scheme was sophisticated.
That was error.
Yet when a district court errs by failing to make necessary
factfindings in imposing a sentence enhancement, we will not re-
mand “if the record clearly reflects the basis for enhancement.”
See Uscinski, 369 F.3d at 1246; Bradley, 644 F.3d at 1293. In this case,
despite the district court’s error, we affirm the application of the
sophisticated-means enhancement as to Cacho Medina because the
record supports the conclusion that Cacho Medina intentionally
engaged in or caused the conduct constituting sophisticated means.
As we already stated, the district court did not clearly err by
concluding that Cacho Medina held a leadership role in the fraud
scheme because there was evidence that she instructed and held
influence over other codefendants and possessed materials neces-
sary to the effectuation of the scheme in her home. Considering
that the district court also did not clearly err in finding that the
overall fraud scheme was sophisticated, Cacho Medina must have
intentionally engaged in or caused the conduct constituting sophis-
ticated means by virtue of her leadership role in the scheme. Even
if there is no evidence as to whether Cacho Medina herself per-
formed specific actions necessary to the scheme, such as filing the
unemployment applications or obtaining the victims’ personal
identifying information, she necessarily caused those actions to
happen as leader through her instructions to her codefendants.
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This conclusion is supported by United States v. Bell, in which
we upheld a sophisticated-means enhancement where the district
court properly found that (1) the defendant’s overall fraud scheme
was sophisticated, and (2) the defendant “was an organizer and
leader of the criminal activity.” 112 F.4th 1318, 1342 (11th Cir.
2024). We explained that those two findings were “sufficient to
support the application of” the sophisticated-means enhancement.
Id. So too are the district court’s findings here.
Cacho Medina’s case is distinct from Buchanan. In Buchanan,
we vacated the application of a sophisticated-means enhancement
as to a defendant who only held a minor role in the check fraud
scheme that was the basis for his conviction where the district court
did not make any individualized factfindings as to the defendant
and instead focused on the overall nature of the scheme. 146 F.4th
at 1356-58. The record evidence indicated that the individual de-
fendant’s only action in furtherance of the scheme was to cash
counterfeited checks. Id. at 1356. The evidence also indicated that
the defendant was only a “worker” in the scheme, and the only
“concealment” that he engaged in was to place superglue on his
fingers to ensure that his fingerprints were not transferred onto the
checks he cashed. Id. at 1356-57. We concluded that the district
court erred in applying the sophisticated-means enhancement to
this defendant because, even if the overall scheme was sophisti-
cated, the record evidence indicated that the defendant individually
did not engage in overly complex conduct. Id. at 1358.
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Unlike Buchanan, Cacho Medina did not have a minor role
in the underlying fraud scheme and did not simply engage in one
narrow aspect of the scheme. Rather, as the district court properly
found, Cacho Medina held a leadership role in the scheme and di-
rected other codefendants in various aspects of the scheme. That
is enough to qualify her for the sophisticated-means enhancement.
See Bell, 112 F.4th at 1342. Thus, even though the district court
failed to consider whether Cacho Medina herself engaged in or
caused conduct constituting sophisticated means, there is sufficient
record evidence for us to uphold the application of the enhance-
ment as to her. See Uscinski, 369 F.3d at 1246; Bradley, 644 F.3d at
1293.
3. Choute
Like with Cacho Medina, the district court also did not make
any specific findings as to whether Choute himself “intentionally
engaged in or caused the conduct constituting sophisticated
means.” See U.S.S.G. § 2B1.1(b)(10)(C); Buchanan, 146 F.4th at
1357. At Choute’s sentencing hearing, the district court did not
discuss Choute’s individual conduct and instead appeared to rely
on its factfindings relating to the sophistication of the overall
scheme from Cacho Medina’s sentencing hearing, which was held
mere minutes before Choute’s.
Unlike with Cacho Medina, however, there is insufficient
record evidence such that we can uphold the sophisticated-means
enhancement as to Choute. That is because there is insufficient
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25-11198 Opinion of the Court 13

record evidence establishing whether Choute intentionally en-
gaged in or caused the conduct constituting sophisticated means in
the underlying fraud scheme.
The only evidence before the district court about Choute’s
individual actions within the underlying fraud scheme were that
(1) Choute lived at the same residence as Cacho Medina where law
enforcement located the evidence relating to the unemploy-
ment-benefits fraud, and (2) Choute sent codefendant Garcia Me-
dina a message instructing him how to apply for a “Payment Pro-
tection Program” loan, which was unrelated to the unemploy-
ment-benefits fraud scheme. Aside from this highly circumstantial
evidence, there was no concrete evidence indicating what specific
actions Choute individually took in the unemployment-benefits
fraud scheme. All of the statements in Choute’s guilty-plea factual
proffer and presentence investigation report described actions that
the codefendants took collectively and did not specifically explain
what actions in furtherance of the scheme Choute individually en-
gaged in or caused. In fact, because of the lack of concrete evidence
as to Choute’s individual actions or role in the scheme, the district
court rejected the application of an aggravating-role enhancement
to Choute’s offense level.
Given this lack of evidence, the record does not support the
conclusion that Choute himself “intentionally engaged in or caused
the conduct constituting sophisticated means.” See U.S.S.G.
§ 2B1.1(b)(10)(C); Buchanan, 146 F.4th at 1357. It is possible that
Choute, like the defendant in Buchanan, held merely a minor role
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14 Opinion of the Court 25-11198

in the underlying fraud scheme and was only responsible for cer-
tain aspects of the scheme that were not overly complex. Without
any evidence indicating what role Choute held in the scheme or
what specific actions he individually took in furtherance of the
scheme, we cannot determine whether the sophisticated-means
enhancement is warranted as to him. As such, the government
failed to satisfy its burden in support of the enhancement.
See United States v. Askew, 193 F.3d 1181, 1183 (11th Cir. 1999) (“The
Government bears the burden of establishing by a preponderance
of the evidence the facts necessary to support a sentencing en-
hancement.”).
Thus, like in Buchanan, we vacate the district court’s appli-
cation of the sophisticated-means enhancement as to Choute and
remand for the district court to determine whether Choute “en-
gaged in or caused the conduct constituting sophisticated means.” 3
See 146 F.4th at 1358.
C. Substantive Reasonableness
Lastly, Cacho Medina argues that her sentence is substan-
tively unreasonable because (1) the district court failed to consider
the need to avoid unwarranted sentencing disparities between her
and her codefendants, in particular Choute, and (2) the district
court failed to consider her mitigating evidence relating to her trau-
matic youth and serious medical conditions. We disagree.

3 Because we vacate Choute’s sentence based on the sophisticated-means is-

sue, we do not reach his substantive-reasonableness argument.
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First, the district court did not abuse its discretion by creat-
ing unwarranted sentencing disparities between Cacho Medina and
her codefendants. See 18 U.S.C. § 3553(a)(6) (stating that, in sen-
tencing a defendant, the district court must consider “the need to
avoid unwarranted sentence disparities among defendants with
similar records who have been found guilty of similar conduct”).
The district court did not create an unwarranted sentencing dispar-
ity between Cacho Medina and her codefendants because Cacho
Medina is not similarly situated to any of her codefendants.
See United States v. Azmat, 805 F.3d 1018, 1048 (11th Cir. 2015)
(“[T]here can be no ‘unwarranted’ sentencing disparities among
codefendants who are not similarly situated.”); United States v. Do-
campo, 573 F.3d 1091, 1101-02 (11th Cir. 2009) (“A well-founded
claim of disparity . . . assumes that apples are being compared to
apples.”). Unlike her codefendants, Cacho Medina received an ag-
gravating-role enhancement and had a criminal history category of
IV, while Choute and Johnson had criminal history categories of II,
and Garcia Medina had a criminal history category of I. See United
States v. Johnson, 980 F.3d 1364, 1386 (11th Cir. 2020) (concluding
that codefendants were not similarly situated where they had dif-
ferent criminal history categories and were subject to different sen-
tencing enhancements).
Second, the district court did not fail to properly consider
Cacho Medina’s mitigating evidence. At Cacho Medina’s sentenc-
ing hearing, the district court explained that it was taking into con-
sideration Cacho Medina’s history and characteristics, including
the significant abuse she suffered during her youth, which the court
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16 Opinion of the Court 25-11198

described as “compelling.” The district court also discussed Cacho
Medina’s health problems. The court noted it was not considering
Cacho Medina’s need for further medical care because after sen-
tencing Cacho Medina was going to be released into state custody
based on other criminal charges, and the state court judge had
made clear that Cacho Medina would receive the necessary medi-
cal care.
Based on these facts, it is clear that the district court did in
fact consider Cacho Medina’s mitigating evidence. Even if the
court did not explain its consideration of all of the mitigating evi-
dence in great detail, it did not need to. See United States v. Butler,
39 F.4th 1349, 1356 (11th Cir. 2022) (“A district court’s failure to
discuss mitigating evidence does not indicate that the court errone-
ously ignored or failed to consider the evidence. . . . Rather, a dis-
trict court’s acknowledgment that it has considered the § 3553(a)
factors and the parties’ arguments is sufficient.” (citation modi-
fied)).
Further, the district court did not abuse its discretion in its
weighing of Cacho Medina’s mitigating evidence against the other
sentencing factors. We must afford great deference to the district
court’s weighing of the § 3553(a) factors. See United States v. Irey,
612 F.3d 1160, 1191 (11th Cir. 2010) (en banc) (“A district court’s
sentence need not be the most appropriate one, it need only be a
reasonable one. We may set aside a sentence only if we determine,
after giving a full measure of deference to the sentencing judge,
that the sentence imposed truly is unreasonable.”); Butler, 39 F.4th
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25-11198 Opinion of the Court 17

at 1355 (“In reviewing the reasonableness of a sentence, we will not
substitute our own judgment for that of the sentencing court and
we will affirm a sentence so long as the court’s decision was in the
ballpark of permissible outcomes.” (quotation marks omitted)).
The district court’s decision to impose a within-guideline sentence,
taking into account the seriousness of the offense, the need for de-
terrence, and the mitigating evidence, was well within its discre-
tion. The fact that Cacho Medina’s sentence was within her guide-
line range indicates that it is reasonable. See United States v. Hunt,
526 F.3d 739, 746 (11th Cir. 2008) (“Although we do not automati-
cally presume a sentence within the guidelines range is reasonable,
we ordinarily expect a sentence within the Guidelines range to be
reasonable.” (citation modified)).
For these reasons, the district court did not abuse its discre-
tion in sentencing Cacho Medina to 89 months’ imprisonment.
II. CONCLUSION
The district court did not clearly err by imposing an aggra-
vating-role enhancement as to Cacho Medina. The district court
did not clearly err by concluding that Cacho Medina and Choute’s
overall fraud scheme was sophisticated. However, the district
court erred by failing to make findings as to whether Cacho Medina
and Choute individually engaged in or caused conduct constituting
sophisticated means. Nevertheless, in Cacho Medina’s case, there
is sufficient record evidence indicating that she personally engaged
in or caused conduct constituting sophisticated means, so the dis-
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18 Opinion of the Court 25-11198

trict court did not reversibly err by imposing the sophisti-
cated-means enhancement as to her. The same is not true for
Choute, so we must vacate Choute’s sentence and remand for the
district court to conduct further factfinding as to Choute’s individ-
ual actions in the fraud scheme. Lastly, Cacho Medina’s sentence
is substantively reasonable.
Accordingly, we AFFIRM Cacho Medina’s sentence,
VACATE Choute’s sentence, and REMAND Choute’s case for fur-
ther proceedings consistent with this opinion.

---

Source: Frix Law Library, https://www.frixlaw.com/law-library/cases/11332395. Public record. Not legal advice.