Context:
A
ging
 in
 place
;
 it
s
 what
 many
 senior
s
 want
 and
 is
 now
 more
 
e
asily
 available
 for
 them
.
 Technology
 is
 key
 to
 many
 senior
s

 
successful
ly
 living
 at
 home
 
longer
.
 There
 are
 many
 different
 tech
 
gadgets
 and
 apps
 that
 can
 be
 used
 by
 senior
s
 and
 care

giver
s
 to
 improve
 the
 comfort
,
 
safety
 and
 ease
 in
 your
 home
.
 For
getting
 to
 take
 
medication
 can
 have
 
a
 
dangerous
 health

 impact
 and
 can
 be
 
a
 reason
 
why
 
elder
ly
 eventu
ally
 move
 into
 
nursing
 homes
.
 Now
 there
 are
 pill
 dispens
ers
 that
 can
 help

 remin
d
 you
 to
 take
 your
 
pills
.
 Med
Minder
 Pill
 D
ispenser
s
 give
 flash
ing
,
 audio
 and
 phone
 call
 re
minder
s
 to
 you
 and
 phone

 call
,
 email
 and
 text
 message
 re
minder
s
 to
 your
 care
giver
.
 Design
ed
 for
 
those
 with
 memory
 impa
ir
ment
 who
 may
 
wander
 from

 
their
 house
,
 this
 GPS
 Smart
Sol
e
 has
 
a
 
tracking
 device
 
embedded
 in
 the
 in
soles
.
 A
 care
giver
 or
 
loved
 one
 can
 track
 the

 GPS
 on
 
their
 phone
,
 tablet
 or
 computer
.
 Bel
kin
s
 line
 of
 We
mo
 products
 is
 be
coming
 more
 and
 more
 extensi
ve
.
 Turn
 lights

 and
 
appliance
s
 on
 and
 off
 with
 the
 We
mo
 
app
 on
 your
 phone
 if
 you
 for
got
 or
 if
 you
 
went
 to
 bed
 and
 feel
 just
 
a
 little

 too
 
lazy
 to
 get
 out
 of
 bed
.
 
They
 even
 have
 camera
s
 so
 you
 can
 watch
 your
 home
 from
 any
where
.
 E
ating
 can
 
become

 difficult
 for
 people
 with
 hand
 trem
ors
.
 Lift
ware
 is
 
a
 stabiliz
ing
 handle
 with
 
a
 
spoon

Input:
 home
owners
 to
 control
 
their
 lights
 --
 and
 small
 
appliance
s
 --
 via
 an
 
app
 on
 
their
 smartphone
.
 Lights
 can
 be
 set
 to
 
a

 timer
 or
 
controlled
 from
 outside
 the
 house
 with
 the
 
app
.
 It
 also
 connect
s
 with
 smart
 home
 
assistant
s
,
 so
 home
owners
 can

 turn
 
their
 lights
 on
 and
 off
 by
 voice
 command
.
 The
 We
mo
 Light
 Switch
 is
 available
 
alone
 for
 about
 $50
.
 
Though
 the
y
'
re
 

often
 market
ed
 to
 young
,
 
busy
 and
 tech
-
sav
vy
 families
,
 smart
 refrigera
tors
 like
 the
 Samsung
 Family
 Hub
 can
 help
 
aging

 home
owners
 stay
 on
 top
 of
 
their
 gro
cery
 shopping
.
 It
'
s
 not
 available
 yet
 in
 all
 
areas
,
 but
 in
 some
 
places
 the
 Samsung

 Family
 Hub
 lets
 
owners
 order
 
groc
eries
 direct
ly
 from
 
their
 refrigera
tor
 doors
,
 
which
 
could
 be
 helpful
 for
 
older
 people

 who
 str
uggle
 to
 get
 to
 the
 gro
cery
 store
.
 Not
 only
 
does
 the
 Samsung
 Family
 Hub
 come
 with
 voice
 technology
,
 but
 it
 can

 read
 out
 
recipes
 for
 
older
 
chefs
 who
 
might
 str
uggle
 with
 the
 small
 print
 in
 recipe
 books
.
 It
 come
s
 at
 
a
 
higher
 price

 point
 than
 some
 other
 smart
 home
 products
,
 with
 the
 
least
-
expensive
 model
 available
 for
 about
 $
3,500
.
 Smart
 home

 technology
 is
n
'
t
 just
 
useful
 for
 
aging
 home
owners
.
 It
 can
 also
 bring
 peace
 of
 mind
 to
 family
 members
 and
 care
giver
s
.

 Senior
s
 with
 memory
 problems
 
often
 str
uggle
 to
 
remember
 to
 take
 
their
 
medication
 at
 the
 right
 time
 and
 in
 the
 

appropriate
 
amount
s
.
 The
 Med
Minder
 Pill
 D
ispenser
 help
s
 senior
s
 stay
 on
 top
 of
 
their
 
medication
,
 and
 it
 can
 act
 as
 
a
 

safety
 net
 if
 senior
s
 miss
 important
 
medication
s
 or
 accident
ally
 double
 up
.
 Med
Minder
 
offers
 se
veral
 models
.
 The
 most
 

advanced
 
allows
 only
 one
 c
ompartment
 to
 open
 at
 
a
 time
 and
 
offers
 re
minder
s
 (
like
 flash
ing
 lights
,
 audio
 prompt
s
 and

 phone
 call
 or
 text
 message
 re
minder
s
).
 The
 device
 can
 also
 alert
 care
giver
s
 or
 medical
 
professionals
 if
 something
 
goes

 wrong
.
 Med
Minder
 Pill
 D
ispenser
s
 are
 available
 from
 about
 $
40
 to
 about
 $
65
,
 de
pending
 on
 the
 model
.

Targets:
 Even Idx: 21938, Δloglikelihood: -0.095
 the Idx: 287, Δloglikelihood: -0.198
 best Idx: 1920, Δloglikelihood: -0.426
 of Idx: 304, Δloglikelihood: -0.967
  Idx: 259, Δloglikelihood: 0.756
us Idx: 438, Δloglikelihood: 0.629
 have Idx: 783, Δloglikelihood: 0.062
 left Idx: 12255, Δloglikelihood: 1.236
 the Idx: 287, Δloglikelihood: -0.402
  Idx: 259, Δloglikelihood: 0.364
stove Idx: 174645, Δloglikelihood: -0.819
 on Idx: 351, Δloglikelihood: 2.066
  Idx: 259, Δloglikelihood: 0.016
once Idx: 12360, Δloglikelihood: 0.126
 or Idx: 631, Δloglikelihood: 0.771
  Idx: 259, Δloglikelihood: 0.018
t Idx: 270, Δloglikelihood: -0.002
wice Idx: 42358, Δloglikelihood: -0.000
, Idx: 261, Δloglikelihood: 2.175
 but Idx: 1156, Δloglikelihood: -0.760
 that Idx: 533, Δloglikelihood: 0.910
  Idx: 259, Δloglikelihood: -0.030
mistake Idx: 75107, Δloglikelihood: -1.474
 can Idx: 738, Δloglikelihood: 0.074
 be Idx: 390, Δloglikelihood: -0.257
  Idx: 259, Δloglikelihood: 0.333
a Idx: 262, Δloglikelihood: 0.240
  Idx: 259, Δloglikelihood: 0.254
significant Idx: 20364, Δloglikelihood: -0.861
 risk Idx: 8768, Δloglikelihood: 1.999
 for Idx: 332, Δloglikelihood: -0.048
  Idx: 259, Δloglikelihood: 0.121
older Idx: 44575, Δloglikelihood: 0.287
 home Idx: 2586, Δloglikelihood: -0.236

owners Idx: 44274, Δloglikelihood: -0.010
 with Idx: 514, Δloglikelihood: 0.023
 memory Idx: 28246, Δloglikelihood: 0.996
 or Idx: 631, Δloglikelihood: -0.661
 hear Idx: 15907, Δloglikelihood: -2.686
ing Idx: 347, Δloglikelihood: -0.000
 loss Idx: 26754, Δloglikelihood: -0.076
. Idx: 260, Δloglikelihood: -0.054
 The Idx: 486, Δloglikelihood: -0.117
 Sto Idx: 17844, Δloglikelihood: -1.381
ve Idx: 857, Δloglikelihood: -0.071
 Guard Idx: 63469, Δloglikelihood: -0.830
 Cook Idx: 39433, Δloglikelihood: -0.688
Stop Idx: 69628, Δloglikelihood: -0.242
 will Idx: 898, Δloglikelihood: 0.901
 turn Idx: 8276, Δloglikelihood: -0.684
 the Idx: 287, Δloglikelihood: 0.347
  Idx: 259, Δloglikelihood: -0.131
stove Idx: 174645, Δloglikelihood: 0.045
 off Idx: 4368, Δloglikelihood: -1.046
 if Idx: 955, Δloglikelihood: 0.135
 left Idx: 12255, Δloglikelihood: -0.001
 un Idx: 335, Δloglikelihood: 0.423
attende Idx: 82281, Δloglikelihood: -0.030
d Idx: 285, Δloglikelihood: -0.000
 for Idx: 332, Δloglikelihood: 0.543
  Idx: 259, Δloglikelihood: 0.284
a Idx: 262, Δloglikelihood: 0.453
 pre Idx: 786, Δloglikelihood: 0.444

determine Idx: 28905, Δloglikelihood: -0.463