Topic analysis

Topic modelling

Cada uno de los gráficos representa un topic o tema. El porcentaje dentro del título de cada uno de los topic representa el porcentaje de artículos que tendría ese topic como el más probable. Los topic están ordenados de acuerdo a ese porcentaje.

df <- readxl::read_xlsx("/Users/Tito/Downloads/Screening Paz.xlsx", col_names = F) %>%
  rename("text" = "...1") %>%
  tibble::rowid_to_column("id")

remove_reg <- "&amp;|&lt;|&gt;"
remove_urls <- "http"

df %>%
  mutate(
    text = str_remove_all(text, remove_reg),
    text = str_remove_all(text, remove_urls),
    text = str_to_lower(text)
  ) %>%
  unnest_tokens(word, text) %>%
  filter(!word %in% stop_words$word) -> tidy_df

tidy_df %>%
  count(id, word) %>%
  select(id, word, n) %>%
  cast_dtm(id, word, n) -> dtm_df

topicmodels::LDA(dtm_df, k = 10, control = list(seed = 1234)) -> lda_tweets

topic_tweets <- tidy(lda_tweets, matrix = "gamma")

topic_tweets %>%
  distinct(document) %>%
  nrow() -> n_total

topic_tweets %>%
  rename("id" = "document") %>%
  arrange(id) %>%
  group_by(id) %>%
  top_n(1, wt = gamma) %>%
  ungroup() %>%
  count(topic) %>%
  mutate(
    n_total = n_total,
    percentage = n / n_total
  ) %>%
  arrange(desc(percentage)) %>%
  filter(percentage > .05) %>%
  mutate(
    curly_name = paste0(
      "Topic ",
      topic, " (",
      round(percentage * 100, 2), "%)"
    ),
    curly_name = as_factor(curly_name)
  ) -> cmn_topics

topic_tweets <- tidy(lda_tweets)

tw_top_terms <- topic_tweets %>%
  inner_join(cmn_topics %>% select(topic, curly_name)) %>%
  group_by(topic) %>%
  top_n(10, beta) %>%
  ungroup() %>%
  arrange(topic, -beta)

tw_top_terms %>%
  mutate(
    term = reorder_within(term, beta, topic)
  ) %>%
  ggplot(aes(term, beta, fill = factor(topic))) +
  geom_col(show.legend = F) +
  facet_wrap(~curly_name, scales = "free", ncol = 3) +
  coord_flip() +
  scale_x_reordered()

La siguiente tabla muestra a continuación cada artículo con qué topic se identifica más, gamma es el valor de la probabilidad de que ese artículo esté dentro de ese topic:

topic_tweets <- tidy(lda_tweets, matrix = "gamma")

topic_tweets %>%
  left_join(df %>%
    mutate(id = as.character(id)),
  by = c("document" = "id")
  ) %>%
  group_by(document) %>%
  top_n(1, wt = gamma) %>%
  ungroup() %>%
  mutate(
    document = as.integer(document),
    gamma = round(gamma, 2),
    text = str_trunc(text, 30, "right")
  ) %>%
  arrange(document) %>%
  select(document, text, topic, gamma) %>%
  gt::gt()

document	text	topic	gamma
1	A cognitive framework for u...	2	0.74
2	A computerized asthma scree...	2	0.51
3	A Context-Aware framework f...	9	0.61
4	A digital health interventi...	9	0.86
5	A Health Literacy Program U...	10	0.97
6	A mixed analysis approach t...	10	0.97
7	A Mobile App for Chronic Di...	5	0.58
8	A Multidimensional Tool Bas...	5	0.62
9	A Personalized, Digital Coa...	1	0.92
10	A Randomized Controlled Tri...	5	0.97
11	A randomized trial to train...	8	0.70
12	A study of mobile phone use...	1	0.83
13	A systematic review of the ...	8	0.57
14	Accessibility of online sel...	9	0.83
15	Activation of persons livin...	4	0.96
16	Activation of persons livin...	4	0.93
17	Adapting the eHealth litera...	10	0.98
18	Adding value to remote moni...	10	0.42
19	Addressing Disparities in D...	9	0.95
20	Aligning health information...	7	0.66
21	Alignment of Patient Health...	1	0.52
22	An electronic medication mo...	5	0.55
23	An exploratory study of the...	7	0.64
24	An Improvement Effort to Op...	3	0.95
25	An mHealth assistive system...	2	0.97
26	An Ontology-Based Serious G...	4	0.95
27	Analysis of mobile applicat...	7	0.73
28	Applying the Health Belief ...	7	0.86
29	Asian management of hyperte...	7	0.96
30	Ask, Don’t Tell — Mobile Ph...	1	0.76
31	Assessing the needs and per...	2	0.97
32	Association between clinici...	10	0.95
33	Association between Health ...	7	0.52
34	Association of patient reca...	5	0.89
35	Associations of health app ...	9	0.56
36	Barriers and facilitators t...	2	0.39
37	BetaMe: impact of a compreh...	9	0.98
38	Blended face-to-face and on...	7	0.97
39	Breast cancer application p...	3	0.60
40	Bridging the Digital Divide...	4	0.36
41	Building a Case for Using T...	8	0.71
42	Caregiving for patients wit...	8	0.89
43	Challenges and Options for ...	1	0.75
44	Cocreation of a digital pat...	8	0.65
45	Combating non-communicable ...	1	0.97
46	Communicating with patients...	2	0.97
47	Community-and mHealth-based...	2	0.66
48	Comparison the effect of ed...	2	0.76
49	Consumer Use of “Dr Google”...	6	0.95
50	Consumers’ willingness to p...	6	0.81
51	Contribution of mobile heal...	7	0.95
52	Coproducing health and well...	4	0.69
53	Corrigendum to “eHealth lit...	10	0.97
54	Cyberhealth serving to supp...	3	0.62
55	Delivery of peer support th...	9	0.69
56	Design and evaluation of a ...	5	0.56
57	Design and Multi-Country Va...	4	0.66
58	Design, Delivery, Maintenan...	7	0.97
59	Designing Interventions to ...	1	0.63
60	Developing and Evaluating P...	3	0.95
61	Development of Comprehensiv...	6	0.98
62	Development of my health co...	7	0.96
63	Development of Saudi e-heal...	10	0.55
64	Development of the Cancer S...	3	0.89
65	Disaster evacuation for per...	3	0.61
66	Do Brief Educational Sessio...	4	0.84
67	Dr Google and the consumer:...	6	0.75
68	E-health literacy and assoc...	6	0.65
69	E-health, community housing...	3	0.94
70	E-learning in Patient Educa...	8	0.59
71	E-patients hold key to the ...	2	0.92
72	Educate, Engage, Empower: L...	5	0.97
73	Effect of an internet-based...	3	0.68
74	Effect of ecological moment...	1	0.80
75	Effect of electronic health...	5	0.98
76	Effect of patient-initiated...	2	0.97
77	Effective Patient Education...	7	0.76
78	Effectiveness of an eHealth...	9	0.97
79	Efficacy study of multimedi...	10	0.94
80	eHealth Literacy as a Media...	10	0.67
81	eHealth literacy in chronic...	10	0.97
82	eHealth Literacy, Online He...	10	0.67
83	eHealth literacy: extending...	4	0.74
84	eHealth Literacy: Patient E...	8	0.76
85	eHealth Literacy: Predictor...	10	0.67
86	Electronic Health Behaviors...	6	0.64
87	Electronic personal health ...	7	0.95
88	Electronic, mobile and tele...	7	0.97
89	Empowering the Aging with M...	9	0.96
90	Empowerment, Digital Litera...	4	0.94
91	Engagement with eHealth sel...	9	0.95
92	Enhanced Self-Efficacy and ...	7	0.66
93	Evaluating e-health use by ...	3	0.96
94	Evaluation of a mobile phon...	8	0.63
95	Evaluation of the effective...	9	0.50
96	Evidence-based models of ca...	4	0.93
97	Evidence-based Practice. Fi...	6	0.83
98	Examining the online approa...	8	0.97
99	Examining the Relationship ...	10	0.72
100	Exploring disease managemen...	7	0.73
101	Exploring Spirituality and ...	8	0.44
102	Exploring the specific need...	4	0.97
103	Factors Affecting ICT Use i...	6	0.95
104	Factors associated with tel...	8	0.76
105	Factors influencing healthc...	8	0.60
106	FMedical terminology in onl...	6	0.85
107	Fostering Participant Healt...	8	0.60
108	From “face to face” session...	10	0.56
109	Functional health literacy ...	8	0.60
110	Get Ready and Empowered Abo...	4	0.63
111	Having to learn this so lat...	3	0.97
112	he Measurements and an Elab...	2	0.65
113	Health Equity in the Effect...	7	0.85
114	Health literacy and compute...	10	0.97
115	Health literacy and numerac...	6	0.68
116	Health literacy and patient...	8	0.42
117	Health Literacy Assessment ...	10	0.84
118	Health literacy did not inf...	10	0.70
119	Health Literacy Gaps in Onl...	6	0.65
120	Health Literacy in Primary ...	9	0.64
121	Health literacy, digital li...	10	0.74
122	Healthcare Students’ e-Lite...	10	0.44
123	High acceptability for cell...	2	0.70
124	Home visits for uncontrolle...	2	0.48
125	How Veterans With Post-Trau...	6	0.97
126	HPV knowledge gaps and info...	6	0.47
127	Hypertension management in ...	2	0.97
128	I want to keep the personal...	7	0.43
129	IHypertension Management in...	5	0.96
130	Impact of mobile health and...	1	0.51
131	Impact of patient-accessibl...	8	0.96
132	Implementation of a standar...	2	0.96
133	IMPROVED QUALITY OF CARE AN...	5	0.97
134	Improved quality of care fo...	5	0.96
135	Improving health informatio...	6	0.61
136	Improving Health Outcomes S...	3	0.70
137	Improving older adults’ com...	6	0.79
138	Improving Pacific Adolescen...	1	0.97
139	Improving quality of care a...	1	0.48
140	Individuals with chronic co...	6	0.83
141	Influence of health literac...	4	0.44
142	Influencing factors for ado...	8	0.66
143	Information seeking behavio...	10	0.76
144	Instagramming our way throu...	6	0.90
145	Integration of mobile healt...	7	0.59
146	Interest in internet or sma...	3	0.93
147	Internet – The threat or ho...	6	0.77
148	Internet-based support for ...	9	0.91
149	Invited Review: Strategies ...	1	0.80
150	Keep complaining til someon...	2	0.78
151	Know Your Numbers: Creation...	3	0.95
152	Literacy and Socio-dynamics...	8	0.86
153	Literacy assessment of fami...	10	0.95
154	Locating useful patient bro...	7	0.68
155	Longitudinal outcomes and p...	5	0.96
156	Mediated effects of insomni...	8	0.84
157	Medtable: an Electronic Med...	4	0.44
158	Meeting the ranging of info...	3	0.89
159	Mental health first aid tra...	5	0.95
160	mHealth and Health Informat...	9	0.56
161	mHealth is an Innovative Ap...	6	0.74
162	Mobile applications and pat...	7	0.50
163	Mobile health usage, prefer...	6	0.46
164	Mobile phone applications a...	1	0.97
165	Mobile phone apps for preve...	1	0.86
166	Mobile phone ownership, hea...	6	0.79
167	Mobile-Based Technology for...	5	0.48
168	Multi-site videoconferencin...	10	0.50
169	My Interventional Drug-Elut...	4	0.88
170	Nationwide citizen access t...	3	0.96
171	NCD health literacy--what c...	6	0.56
172	Next-generation ARIA care p...	1	0.83
173	Novel augmented reality sol...	1	0.62
174	Novel use of existing techn...	8	0.94
175	NTERGENERATIONAL MOBILE TEC...	7	0.61
176	Older adults and ehealth li...	10	0.58
177	Older adults’ attitudes and...	1	0.35
178	Older adults’ readiness to ...	6	0.96
179	Oncokompas’, a web-based se...	4	0.37
180	Online health information, ...	7	0.82
181	Online medical care: The cu...	8	0.54
182	Online patient websites for...	8	0.96
183	Online pharmacy navigation ...	8	0.58
184	Online usability and patien...	7	0.42
185	Optimisation and validation...	5	0.98
186	Owning My Gout – Engaging p...	5	0.96
187	Patient and community cente...	2	0.98
188	Patient Portal Usage and Ou...	1	0.75
189	Patient Portal Use Among Ol...	8	0.92
190	Patient preferences for a h...	6	0.69
191	Patient web portals, diseas...	8	0.54
192	Patients’ perceptions of th...	10	0.81
193	Patterns of Information-See...	8	0.70
194	Peer support program (P-SUP...	7	0.95
195	Portal Use among Patients w...	8	0.67
196	Practice change amidst the ...	1	0.96
197	Predicting the readability ...	3	0.75
198	Predictors of Smartphone Us...	3	0.60
199	Predictors of young people’...	3	0.47
200	Preferences for Health Info...	6	0.96
201	Preferences of older adults...	4	0.47
202	Preparing adolescents with ...	1	0.72
203	Preventing cardiovascular d...	3	0.79
204	Preventing chronic disease ...	2	0.63
205	Prevention of noncommunicab...	4	0.96
206	Promoting health literacy. ...	10	0.92
207	Promoting Problem Solving A...	6	0.53
208	Promoting Relational Agent ...	9	0.66
209	Promoting self-efficacy in ...	7	0.95
210	Relationships of health lit...	10	0.97
211	Responsible self-care - the...	10	0.48
212	Seeking information about H...	4	0.97
213	Self-Management of Wellness...	6	0.56
214	SLOWBot (chatbot) lifestyle...	3	0.90
215	Social participation: Redes...	7	0.70
216	Social relevance assessment...	7	0.96
217	Stories for change: Develop...	4	0.82
218	Task sharing management of ...	1	0.95
219	Technology as a bridge betw...	5	0.54
220	Technology-Enabled Consumer...	8	0.96
221	Telehealth in COVID-19 and ...	1	0.79
222	Telemedicine Follow Up of C...	2	0.98
223	Testing a school-based prog...	9	0.88
224	Text messaging to engage fr...	9	0.97
225	The association between onl...	6	0.90
226	The Association of Health L...	10	0.85
227	The atrial fibrillation hea...	6	0.50
228	The Design of a Holistic mH...	3	0.96
229	The digital health scorecar...	6	0.52
230	The educational website der...	4	0.71
231	The Effectiveness of Text M...	9	0.97
232	The Effects of a Theory-Bas...	8	0.41
233	The Electronic Health Liter...	5	0.66
234	The Kidney Awareness Regist...	2	0.42
235	The literacy divide: Health...	4	0.51
236	The long-term effects of us...	5	0.84
237	The making of expert patien...	7	0.64
238	The Management of Diabetes ...	9	0.92
239	The more the better? A comp...	6	0.94
240	The Morehouse-Emory Cardiov...	3	0.85
241	The persistence of digital ...	4	0.96
242	The potential of m-Health-b...	5	0.52
243	The Power of Peers: Applyin...	3	0.95
244	The urban underserved: atti...	3	0.96
245	The use of mobile health to...	3	0.78
246	Theory and practice in digi...	9	0.88
247	Towards a More User-Friendl...	4	0.96
248	Towards research-tested sma...	3	0.80
249	Training vulnerable primary...	8	0.95
250	Understanding Health Litera...	4	0.95
251	Understanding who benefits ...	1	0.77
252	Untapped aspects of mass me...	4	0.96
253	Usability of an adaptive co...	10	0.61
254	Use of mobile health (mHeal...	9	0.81
255	User engagement among diver...	9	0.97
256	Using a tailored health inf...	6	0.50
257	Using an eIMCI-Derived Deci...	5	0.97
258	Using codesign to develop a...	9	0.97
259	Using eHealth in the contin...	7	0.67
260	Using Electronic Health Rec...	8	0.72
261	Using Personal Digital Assi...	5	0.76
262	Using smartphones and healt...	6	0.96
263	Using social media to asses...	4	0.96
264	Validation of the BOOST Ris...	5	0.97
265	Validation of the Ethiopian...	10	0.96
266	Web-based information on or...	5	0.95
267	What are the important desi...	7	0.77
268	What makes teens start usin...	7	0.85

topic_tweets <- tidy(lda_tweets, matrix = "gamma")

topic_tweets %>%
  left_join(df %>%
    mutate(id = as.character(id)),
  by = c("document" = "id")
  ) %>%
  mutate(
    topic = paste("Topic", topic),
    gamma = round(gamma, 2),
    text = str_trunc(text, 30, "right")
  ) %>%
  # group_by(document) %>%
  pivot_wider(names_from = "topic", values_from = "gamma") %>%
  gt::gt()

document	text	Topic 1	Topic 2	Topic 3	Topic 4	Topic 5	Topic 6	Topic 7	Topic 8	Topic 9	Topic 10
1	A cognitive framework for u...	0.01	0.74	0.01	0.01	0.01	0.01	0.01	0.01	0.22	0.01
2	A computerized asthma scree...	0.28	0.51	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.18
3	A Context-Aware framework f...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.34	0.61	0.01
4	A digital health interventi...	0.00	0.00	0.00	0.00	0.00	0.00	0.11	0.00	0.86	0.00
5	A Health Literacy Program U...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.97
6	A mixed analysis approach t...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.97
7	A Mobile App for Chronic Di...	0.01	0.01	0.01	0.01	0.58	0.01	0.38	0.01	0.01	0.01
8	A Multidimensional Tool Bas...	0.00	0.00	0.00	0.00	0.62	0.00	0.00	0.00	0.00	0.36
9	A Personalized, Digital Coa...	0.92	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01
10	A Randomized Controlled Tri...	0.00	0.00	0.00	0.00	0.97	0.00	0.00	0.00	0.00	0.00
11	A randomized trial to train...	0.01	0.01	0.01	0.01	0.26	0.01	0.01	0.70	0.01	0.01
12	A study of mobile phone use...	0.83	0.14	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
13	A systematic review of the ...	0.00	0.00	0.00	0.00	0.00	0.00	0.40	0.57	0.00	0.00
14	Accessibility of online sel...	0.00	0.00	0.00	0.00	0.00	0.00	0.14	0.00	0.83	0.00
15	Activation of persons livin...	0.00	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00	0.00
16	Activation of persons livin...	0.01	0.01	0.01	0.93	0.01	0.01	0.01	0.01	0.01	0.01
17	Adapting the eHealth litera...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.98
18	Adding value to remote moni...	0.00	0.00	0.00	0.00	0.00	0.00	0.32	0.00	0.23	0.42
19	Addressing Disparities in D...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.95	0.01
20	Aligning health information...	0.00	0.00	0.00	0.00	0.00	0.31	0.66	0.00	0.00	0.00
21	Alignment of Patient Health...	0.52	0.01	0.01	0.01	0.01	0.01	0.01	0.44	0.01	0.01
22	An electronic medication mo...	0.34	0.00	0.00	0.00	0.55	0.00	0.00	0.00	0.00	0.09
23	An exploratory study of the...	0.32	0.00	0.00	0.00	0.00	0.00	0.64	0.00	0.00	0.00
24	An Improvement Effort to Op...	0.01	0.01	0.95	0.01	0.01	0.01	0.01	0.01	0.01	0.01
25	An mHealth assistive system...	0.00	0.97	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
26	An Ontology-Based Serious G...	0.01	0.01	0.01	0.95	0.01	0.01	0.01	0.01	0.01	0.01
27	Analysis of mobile applicat...	0.01	0.01	0.01	0.01	0.01	0.01	0.73	0.01	0.21	0.01
28	Applying the Health Belief ...	0.00	0.00	0.00	0.00	0.11	0.00	0.86	0.00	0.00	0.00
29	Asian management of hyperte...	0.00	0.00	0.00	0.00	0.00	0.00	0.96	0.00	0.00	0.00
30	Ask, Don’t Tell — Mobile Ph...	0.76	0.01	0.01	0.18	0.01	0.01	0.01	0.01	0.01	0.01
31	Assessing the needs and per...	0.00	0.97	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
32	Association between clinici...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.95
33	Association between Health ...	0.00	0.00	0.00	0.00	0.00	0.00	0.52	0.00	0.00	0.45
34	Association of patient reca...	0.00	0.00	0.00	0.00	0.89	0.00	0.00	0.08	0.00	0.00
35	Associations of health app ...	0.19	0.00	0.00	0.00	0.00	0.23	0.00	0.00	0.56	0.00
36	Barriers and facilitators t...	0.00	0.39	0.00	0.10	0.00	0.00	0.00	0.25	0.00	0.24
37	BetaMe: impact of a compreh...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.98	0.00
38	Blended face-to-face and on...	0.00	0.00	0.00	0.00	0.00	0.00	0.97	0.00	0.00	0.00
39	Breast cancer application p...	0.00	0.00	0.60	0.00	0.00	0.00	0.00	0.00	0.37	0.00
40	Bridging the Digital Divide...	0.00	0.00	0.14	0.36	0.00	0.00	0.35	0.00	0.12	0.00
41	Building a Case for Using T...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.71	0.01	0.24
42	Caregiving for patients wit...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.89	0.08	0.00
43	Challenges and Options for ...	0.75	0.01	0.01	0.01	0.01	0.01	0.01	0.19	0.01	0.01
44	Cocreation of a digital pat...	0.00	0.24	0.00	0.09	0.00	0.00	0.00	0.65	0.00	0.00
45	Combating non-communicable ...	0.97	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
46	Communicating with patients...	0.00	0.97	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
47	Community-and mHealth-based...	0.00	0.66	0.00	0.00	0.00	0.00	0.00	0.00	0.33	0.00
48	Comparison the effect of ed...	0.00	0.76	0.16	0.00	0.00	0.00	0.00	0.00	0.00	0.07
49	Consumer Use of “Dr Google”...	0.01	0.01	0.01	0.01	0.01	0.95	0.01	0.01	0.01	0.01
50	Consumers’ willingness to p...	0.01	0.01	0.01	0.01	0.14	0.81	0.01	0.01	0.01	0.01
51	Contribution of mobile heal...	0.01	0.01	0.01	0.01	0.01	0.01	0.95	0.01	0.01	0.01
52	Coproducing health and well...	0.00	0.00	0.00	0.69	0.00	0.00	0.00	0.28	0.00	0.00
53	Corrigendum to “eHealth lit...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.97
54	Cyberhealth serving to supp...	0.01	0.01	0.62	0.01	0.32	0.01	0.01	0.01	0.01	0.01
55	Delivery of peer support th...	0.00	0.00	0.00	0.00	0.00	0.00	0.29	0.00	0.69	0.00
56	Design and evaluation of a ...	0.00	0.00	0.00	0.00	0.56	0.00	0.23	0.00	0.18	0.00
57	Design and Multi-Country Va...	0.00	0.00	0.00	0.66	0.00	0.00	0.00	0.00	0.32	0.00
58	Design, Delivery, Maintenan...	0.00	0.00	0.00	0.00	0.00	0.00	0.97	0.00	0.00	0.00
59	Designing Interventions to ...	0.63	0.00	0.00	0.23	0.00	0.00	0.12	0.00	0.00	0.00
60	Developing and Evaluating P...	0.01	0.01	0.95	0.01	0.01	0.01	0.01	0.01	0.01	0.01
61	Development of Comprehensiv...	0.00	0.00	0.00	0.00	0.00	0.98	0.00	0.00	0.00	0.00
62	Development of my health co...	0.00	0.00	0.00	0.00	0.00	0.00	0.96	0.00	0.00	0.00
63	Development of Saudi e-heal...	0.00	0.42	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.55
64	Development of the Cancer S...	0.00	0.00	0.89	0.00	0.00	0.00	0.00	0.08	0.00	0.00
65	Disaster evacuation for per...	0.01	0.01	0.61	0.14	0.01	0.21	0.01	0.01	0.01	0.01
66	Do Brief Educational Sessio...	0.00	0.13	0.00	0.84	0.00	0.00	0.00	0.00	0.00	0.00
67	Dr Google and the consumer:...	0.00	0.00	0.00	0.11	0.00	0.75	0.12	0.00	0.00	0.00
68	E-health literacy and assoc...	0.00	0.24	0.00	0.00	0.00	0.65	0.00	0.00	0.00	0.09
69	E-health, community housing...	0.01	0.01	0.94	0.01	0.01	0.01	0.01	0.01	0.01	0.01
70	E-learning in Patient Educa...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.59	0.01	0.35
71	E-patients hold key to the ...	0.01	0.92	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01
72	Educate, Engage, Empower: L...	0.00	0.00	0.00	0.00	0.97	0.00	0.00	0.00	0.00	0.00
73	Effect of an internet-based...	0.00	0.00	0.68	0.00	0.00	0.00	0.00	0.00	0.30	0.00
74	Effect of ecological moment...	0.80	0.00	0.00	0.00	0.19	0.00	0.00	0.00	0.00	0.00
75	Effect of electronic health...	0.00	0.00	0.00	0.00	0.98	0.00	0.00	0.00	0.00	0.00
76	Effect of patient-initiated...	0.00	0.97	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
77	Effective Patient Education...	0.01	0.01	0.01	0.01	0.01	0.01	0.76	0.18	0.01	0.01
78	Effectiveness of an eHealth...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.97	0.00
79	Efficacy study of multimedi...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.94
80	eHealth Literacy as a Media...	0.01	0.01	0.01	0.01	0.01	0.26	0.01	0.01	0.01	0.67
81	eHealth literacy in chronic...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.97
82	eHealth Literacy, Online He...	0.00	0.00	0.00	0.00	0.00	0.00	0.18	0.00	0.11	0.67
83	eHealth literacy: extending...	0.01	0.01	0.01	0.74	0.01	0.01	0.01	0.01	0.01	0.21
84	eHealth Literacy: Patient E...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.76	0.00	0.21
85	eHealth Literacy: Predictor...	0.01	0.01	0.27	0.01	0.01	0.01	0.01	0.01	0.01	0.67
86	Electronic Health Behaviors...	0.01	0.01	0.01	0.01	0.01	0.64	0.32	0.01	0.01	0.01
87	Electronic personal health ...	0.01	0.01	0.01	0.01	0.01	0.01	0.95	0.01	0.01	0.01
88	Electronic, mobile and tele...	0.00	0.00	0.00	0.00	0.00	0.00	0.97	0.00	0.00	0.00
89	Empowering the Aging with M...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.96	0.00
90	Empowerment, Digital Litera...	0.01	0.01	0.01	0.94	0.01	0.01	0.01	0.01	0.01	0.01
91	Engagement with eHealth sel...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.95	0.01
92	Enhanced Self-Efficacy and ...	0.31	0.00	0.00	0.00	0.00	0.00	0.66	0.00	0.00	0.00
93	Evaluating e-health use by ...	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00	0.00	0.00
94	Evaluation of a mobile phon...	0.34	0.00	0.00	0.00	0.00	0.00	0.00	0.63	0.00	0.00
95	Evaluation of the effective...	0.08	0.00	0.11	0.00	0.00	0.00	0.00	0.29	0.50	0.00
96	Evidence-based models of ca...	0.01	0.01	0.01	0.93	0.01	0.01	0.01	0.01	0.01	0.01
97	Evidence-based Practice. Fi...	0.13	0.01	0.01	0.01	0.01	0.83	0.01	0.01	0.01	0.01
98	Examining the online approa...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.97	0.00	0.00
99	Examining the Relationship ...	0.00	0.00	0.00	0.00	0.00	0.00	0.25	0.00	0.00	0.72
100	Exploring disease managemen...	0.23	0.01	0.01	0.01	0.01	0.01	0.73	0.01	0.01	0.01
101	Exploring Spirituality and ...	0.00	0.00	0.00	0.00	0.00	0.00	0.26	0.44	0.28	0.00
102	Exploring the specific need...	0.00	0.00	0.00	0.97	0.00	0.00	0.00	0.00	0.00	0.00
103	Factors Affecting ICT Use i...	0.01	0.01	0.01	0.01	0.01	0.95	0.01	0.01	0.01	0.01
104	Factors associated with tel...	0.01	0.01	0.01	0.01	0.01	0.01	0.18	0.76	0.01	0.01
105	Factors influencing healthc...	0.11	0.01	0.01	0.01	0.01	0.14	0.12	0.60	0.01	0.01
106	FMedical terminology in onl...	0.01	0.01	0.01	0.01	0.01	0.85	0.01	0.01	0.01	0.11
107	Fostering Participant Healt...	0.00	0.00	0.17	0.00	0.00	0.00	0.21	0.60	0.00	0.00
108	From “face to face” session...	0.01	0.01	0.37	0.01	0.01	0.01	0.01	0.01	0.01	0.56
109	Functional health literacy ...	0.00	0.00	0.12	0.25	0.00	0.00	0.00	0.60	0.00	0.00
110	Get Ready and Empowered Abo...	0.00	0.00	0.00	0.63	0.00	0.00	0.00	0.00	0.34	0.00
111	Having to learn this so lat...	0.00	0.00	0.97	0.00	0.00	0.00	0.00	0.00	0.00	0.00
112	he Measurements and an Elab...	0.00	0.65	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.31
113	Health Equity in the Effect...	0.00	0.00	0.00	0.00	0.00	0.00	0.85	0.00	0.13	0.00
114	Health literacy and compute...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.97
115	Health literacy and numerac...	0.01	0.01	0.13	0.01	0.01	0.68	0.01	0.01	0.01	0.15
116	Health literacy and patient...	0.01	0.01	0.01	0.01	0.01	0.01	0.24	0.42	0.01	0.28
117	Health Literacy Assessment ...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.12	0.84
118	Health literacy did not inf...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.26	0.70
119	Health Literacy Gaps in Onl...	0.01	0.01	0.01	0.01	0.01	0.65	0.01	0.01	0.01	0.30
120	Health Literacy in Primary ...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.64	0.29
121	Health literacy, digital li...	0.00	0.00	0.00	0.08	0.00	0.16	0.00	0.00	0.00	0.74
122	Healthcare Students’ e-Lite...	0.01	0.23	0.01	0.26	0.01	0.01	0.01	0.01	0.01	0.44
123	High acceptability for cell...	0.00	0.70	0.00	0.00	0.00	0.28	0.00	0.00	0.00	0.00
124	Home visits for uncontrolle...	0.12	0.48	0.00	0.00	0.00	0.00	0.00	0.37	0.00	0.00
125	How Veterans With Post-Trau...	0.00	0.00	0.00	0.00	0.00	0.97	0.00	0.00	0.00	0.00
126	HPV knowledge gaps and info...	0.01	0.01	0.13	0.01	0.16	0.47	0.01	0.20	0.01	0.01
127	Hypertension management in ...	0.00	0.97	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
128	I want to keep the personal...	0.01	0.22	0.22	0.01	0.01	0.01	0.43	0.11	0.01	0.01
129	IHypertension Management in...	0.00	0.00	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00
130	Impact of mobile health and...	0.51	0.01	0.44	0.01	0.01	0.01	0.01	0.01	0.01	0.01
131	Impact of patient-accessibl...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.96	0.00	0.00
132	Implementation of a standar...	0.00	0.96	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
133	IMPROVED QUALITY OF CARE AN...	0.00	0.00	0.00	0.00	0.97	0.00	0.00	0.00	0.00	0.00
134	Improved quality of care fo...	0.00	0.00	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00
135	Improving health informatio...	0.01	0.19	0.01	0.01	0.01	0.61	0.01	0.01	0.01	0.16
136	Improving Health Outcomes S...	0.25	0.01	0.70	0.01	0.01	0.01	0.01	0.01	0.01	0.01
137	Improving older adults’ com...	0.01	0.01	0.01	0.01	0.01	0.79	0.01	0.17	0.01	0.01
138	Improving Pacific Adolescen...	0.97	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
139	Improving quality of care a...	0.48	0.00	0.00	0.00	0.44	0.00	0.00	0.06	0.00	0.00
140	Individuals with chronic co...	0.00	0.00	0.00	0.00	0.00	0.83	0.14	0.00	0.00	0.00
141	Influence of health literac...	0.00	0.00	0.00	0.44	0.00	0.27	0.00	0.00	0.00	0.26
142	Influencing factors for ado...	0.01	0.01	0.01	0.01	0.01	0.29	0.01	0.66	0.01	0.01
143	Information seeking behavio...	0.00	0.00	0.00	0.22	0.00	0.00	0.00	0.00	0.00	0.76
144	Instagramming our way throu...	0.01	0.01	0.01	0.01	0.01	0.90	0.01	0.01	0.01	0.01
145	Integration of mobile healt...	0.00	0.39	0.00	0.00	0.00	0.00	0.59	0.00	0.00	0.00
146	Interest in internet or sma...	0.01	0.01	0.93	0.01	0.01	0.01	0.01	0.01	0.01	0.01
147	Internet – The threat or ho...	0.01	0.01	0.01	0.01	0.01	0.77	0.01	0.01	0.01	0.17
148	Internet-based support for ...	0.00	0.07	0.00	0.00	0.00	0.00	0.00	0.00	0.91	0.00
149	Invited Review: Strategies ...	0.80	0.01	0.01	0.01	0.01	0.01	0.01	0.16	0.01	0.01
150	Keep complaining til someon...	0.00	0.78	0.00	0.00	0.00	0.00	0.00	0.18	0.00	0.00
151	Know Your Numbers: Creation...	0.01	0.01	0.95	0.01	0.01	0.01	0.01	0.01	0.01	0.01
152	Literacy and Socio-dynamics...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.86	0.00	0.10
153	Literacy assessment of fami...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.95
154	Locating useful patient bro...	0.01	0.01	0.01	0.01	0.01	0.01	0.68	0.23	0.01	0.01
155	Longitudinal outcomes and p...	0.00	0.00	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00
156	Mediated effects of insomni...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.84	0.00	0.14
157	Medtable: an Electronic Med...	0.00	0.00	0.00	0.44	0.21	0.00	0.00	0.31	0.00	0.00
158	Meeting the ranging of info...	0.00	0.00	0.89	0.00	0.00	0.00	0.08	0.00	0.00	0.00
159	Mental health first aid tra...	0.01	0.01	0.01	0.01	0.95	0.01	0.01	0.01	0.01	0.01
160	mHealth and Health Informat...	0.01	0.01	0.01	0.01	0.25	0.14	0.01	0.01	0.56	0.01
161	mHealth is an Innovative Ap...	0.00	0.00	0.00	0.23	0.00	0.74	0.00	0.00	0.00	0.00
162	Mobile applications and pat...	0.32	0.01	0.01	0.01	0.01	0.01	0.50	0.14	0.01	0.01
163	Mobile health usage, prefer...	0.21	0.14	0.00	0.00	0.00	0.46	0.00	0.00	0.00	0.17
164	Mobile phone applications a...	0.97	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
165	Mobile phone apps for preve...	0.86	0.00	0.11	0.00	0.00	0.00	0.00	0.00	0.00	0.00
166	Mobile phone ownership, hea...	0.18	0.00	0.00	0.00	0.00	0.79	0.00	0.00	0.00	0.00
167	Mobile-Based Technology for...	0.31	0.01	0.01	0.01	0.48	0.01	0.18	0.01	0.01	0.01
168	Multi-site videoconferencin...	0.00	0.00	0.00	0.00	0.00	0.00	0.46	0.00	0.00	0.50
169	My Interventional Drug-Elut...	0.00	0.00	0.00	0.88	0.00	0.00	0.00	0.09	0.00	0.00
170	Nationwide citizen access t...	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00	0.00	0.00
171	NCD health literacy--what c...	0.01	0.01	0.01	0.01	0.01	0.56	0.01	0.25	0.01	0.14
172	Next-generation ARIA care p...	0.83	0.00	0.00	0.00	0.00	0.00	0.14	0.00	0.00	0.00
173	Novel augmented reality sol...	0.62	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.29	0.08
174	Novel use of existing techn...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.94	0.01	0.01
175	NTERGENERATIONAL MOBILE TEC...	0.33	0.01	0.01	0.01	0.01	0.01	0.61	0.01	0.01	0.01
176	Older adults and ehealth li...	0.16	0.01	0.01	0.01	0.01	0.01	0.01	0.21	0.01	0.58
177	Older adults’ attitudes and...	0.35	0.19	0.21	0.01	0.01	0.19	0.01	0.01	0.01	0.01
178	Older adults’ readiness to ...	0.00	0.00	0.00	0.00	0.00	0.96	0.00	0.00	0.00	0.00
179	Oncokompas’, a web-based se...	0.00	0.00	0.20	0.37	0.33	0.00	0.00	0.07	0.00	0.00
180	Online health information, ...	0.00	0.00	0.00	0.00	0.00	0.14	0.82	0.00	0.00	0.00
181	Online medical care: The cu...	0.01	0.01	0.01	0.42	0.01	0.01	0.01	0.54	0.01	0.01
182	Online patient websites for...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.96	0.00	0.00
183	Online pharmacy navigation ...	0.01	0.01	0.01	0.24	0.01	0.01	0.14	0.58	0.01	0.01
184	Online usability and patien...	0.01	0.01	0.13	0.01	0.01	0.41	0.42	0.01	0.01	0.01
185	Optimisation and validation...	0.00	0.00	0.00	0.00	0.98	0.00	0.00	0.00	0.00	0.00
186	Owning My Gout – Engaging p...	0.00	0.00	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00
187	Patient and community cente...	0.00	0.98	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
188	Patient Portal Usage and Ou...	0.75	0.00	0.00	0.00	0.00	0.00	0.00	0.22	0.00	0.00
189	Patient Portal Use Among Ol...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.92	0.01	0.01
190	Patient preferences for a h...	0.00	0.00	0.28	0.00	0.00	0.69	0.00	0.00	0.00	0.00
191	Patient web portals, diseas...	0.01	0.01	0.01	0.01	0.01	0.01	0.41	0.54	0.01	0.01
192	Patients’ perceptions of th...	0.00	0.17	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.81
193	Patterns of Information-See...	0.00	0.00	0.00	0.00	0.00	0.27	0.00	0.70	0.00	0.00
194	Peer support program (P-SUP...	0.01	0.01	0.01	0.01	0.01	0.01	0.95	0.01	0.01	0.01
195	Portal Use among Patients w...	0.01	0.01	0.01	0.01	0.01	0.01	0.28	0.67	0.01	0.01
196	Practice change amidst the ...	0.96	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
197	Predicting the readability ...	0.00	0.00	0.75	0.00	0.00	0.22	0.00	0.00	0.00	0.00
198	Predictors of Smartphone Us...	0.01	0.01	0.60	0.01	0.01	0.34	0.01	0.01	0.01	0.01
199	Predictors of young people’...	0.32	0.16	0.47	0.01	0.01	0.01	0.01	0.01	0.01	0.01
200	Preferences for Health Info...	0.00	0.00	0.00	0.00	0.00	0.96	0.00	0.00	0.00	0.00
201	Preferences of older adults...	0.01	0.01	0.01	0.47	0.16	0.32	0.01	0.01	0.01	0.01
202	Preparing adolescents with ...	0.72	0.01	0.01	0.01	0.01	0.01	0.24	0.01	0.01	0.01
203	Preventing cardiovascular d...	0.00	0.19	0.79	0.00	0.00	0.00	0.00	0.00	0.00	0.00
204	Preventing chronic disease ...	0.00	0.63	0.00	0.00	0.00	0.00	0.00	0.00	0.21	0.14
205	Prevention of noncommunicab...	0.00	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00	0.00
206	Promoting health literacy. ...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.92
207	Promoting Problem Solving A...	0.00	0.00	0.00	0.00	0.00	0.53	0.00	0.00	0.45	0.00
208	Promoting Relational Agent ...	0.00	0.31	0.00	0.00	0.00	0.00	0.00	0.00	0.66	0.00
209	Promoting self-efficacy in ...	0.01	0.01	0.01	0.01	0.01	0.01	0.95	0.01	0.01	0.01
210	Relationships of health lit...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.97
211	Responsible self-care - the...	0.01	0.17	0.01	0.01	0.31	0.01	0.01	0.01	0.01	0.48
212	Seeking information about H...	0.00	0.00	0.00	0.97	0.00	0.00	0.00	0.00	0.00	0.00
213	Self-Management of Wellness...	0.01	0.01	0.01	0.01	0.01	0.56	0.37	0.01	0.01	0.01
214	SLOWBot (chatbot) lifestyle...	0.01	0.01	0.90	0.01	0.01	0.01	0.01	0.01	0.01	0.01
215	Social participation: Redes...	0.13	0.13	0.01	0.01	0.01	0.01	0.70	0.01	0.01	0.01
216	Social relevance assessment...	0.00	0.00	0.00	0.00	0.00	0.00	0.96	0.00	0.00	0.00
217	Stories for change: Develop...	0.00	0.00	0.00	0.82	0.00	0.00	0.00	0.00	0.16	0.00
218	Task sharing management of ...	0.95	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01
219	Technology as a bridge betw...	0.00	0.00	0.11	0.00	0.54	0.33	0.00	0.00	0.00	0.00
220	Technology-Enabled Consumer...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.96	0.00	0.00
221	Telehealth in COVID-19 and ...	0.79	0.01	0.01	0.01	0.01	0.01	0.16	0.01	0.01	0.01
222	Telemedicine Follow Up of C...	0.00	0.98	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
223	Testing a school-based prog...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.88	0.09
224	Text messaging to engage fr...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.97	0.00
225	The association between onl...	0.00	0.00	0.08	0.00	0.00	0.90	0.00	0.00	0.00	0.00
226	The Association of Health L...	0.00	0.13	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.85
227	The atrial fibrillation hea...	0.01	0.01	0.01	0.01	0.23	0.50	0.01	0.01	0.01	0.23
228	The Design of a Holistic mH...	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00	0.00	0.00
229	The digital health scorecar...	0.01	0.01	0.01	0.44	0.01	0.52	0.01	0.01	0.01	0.01
230	The educational website der...	0.01	0.01	0.24	0.71	0.01	0.01	0.01	0.01	0.01	0.01
231	The Effectiveness of Text M...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.97	0.00
232	The Effects of a Theory-Bas...	0.00	0.00	0.00	0.00	0.00	0.00	0.26	0.41	0.30	0.00
233	The Electronic Health Liter...	0.00	0.00	0.14	0.00	0.66	0.00	0.00	0.00	0.00	0.17
234	The Kidney Awareness Regist...	0.00	0.42	0.00	0.00	0.17	0.00	0.00	0.39	0.00	0.00
235	The literacy divide: Health...	0.00	0.21	0.00	0.51	0.00	0.00	0.00	0.11	0.15	0.00
236	The long-term effects of us...	0.00	0.00	0.00	0.00	0.84	0.00	0.00	0.00	0.00	0.12
237	The making of expert patien...	0.01	0.01	0.01	0.16	0.01	0.01	0.64	0.01	0.01	0.16
238	The Management of Diabetes ...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.92	0.01
239	The more the better? A comp...	0.01	0.01	0.01	0.01	0.01	0.94	0.01	0.01	0.01	0.01
240	The Morehouse-Emory Cardiov...	0.00	0.00	0.85	0.00	0.00	0.00	0.00	0.00	0.12	0.00
241	The persistence of digital ...	0.00	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00	0.00
242	The potential of m-Health-b...	0.32	0.00	0.00	0.00	0.52	0.00	0.00	0.00	0.00	0.13
243	The Power of Peers: Applyin...	0.01	0.01	0.95	0.01	0.01	0.01	0.01	0.01	0.01	0.01
244	The urban underserved: atti...	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00	0.00	0.00
245	The use of mobile health to...	0.01	0.01	0.78	0.01	0.01	0.01	0.18	0.01	0.01	0.01
246	Theory and practice in digi...	0.00	0.00	0.00	0.00	0.00	0.00	0.10	0.00	0.88	0.00
247	Towards a More User-Friendl...	0.00	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00	0.00
248	Towards research-tested sma...	0.01	0.15	0.80	0.01	0.01	0.01	0.01	0.01	0.01	0.01
249	Training vulnerable primary...	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.95	0.01	0.01
250	Understanding Health Litera...	0.01	0.01	0.01	0.95	0.01	0.01	0.01	0.01	0.01	0.01
251	Understanding who benefits ...	0.77	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.20	0.00
252	Untapped aspects of mass me...	0.00	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00	0.00
253	Usability of an adaptive co...	0.01	0.01	0.35	0.01	0.01	0.01	0.01	0.01	0.01	0.61
254	Use of mobile health (mHeal...	0.00	0.17	0.00	0.00	0.00	0.00	0.00	0.00	0.81	0.00
255	User engagement among diver...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.97	0.00
256	Using a tailored health inf...	0.00	0.00	0.00	0.00	0.29	0.50	0.00	0.00	0.14	0.06
257	Using an eIMCI-Derived Deci...	0.00	0.00	0.00	0.00	0.97	0.00	0.00	0.00	0.00	0.00
258	Using codesign to develop a...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.97	0.00
259	Using eHealth in the contin...	0.01	0.01	0.01	0.01	0.01	0.01	0.67	0.16	0.01	0.13
260	Using Electronic Health Rec...	0.00	0.10	0.00	0.00	0.00	0.15	0.00	0.72	0.00	0.00
261	Using Personal Digital Assi...	0.01	0.01	0.01	0.19	0.76	0.01	0.01	0.01	0.01	0.01
262	Using smartphones and healt...	0.00	0.00	0.00	0.00	0.00	0.96	0.00	0.00	0.00	0.00
263	Using social media to asses...	0.00	0.00	0.00	0.96	0.00	0.00	0.00	0.00	0.00	0.00
264	Validation of the BOOST Ris...	0.00	0.00	0.00	0.00	0.97	0.00	0.00	0.00	0.00	0.00
265	Validation of the Ethiopian...	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.96
266	Web-based information on or...	0.01	0.01	0.01	0.01	0.95	0.01	0.01	0.01	0.01	0.01
267	What are the important desi...	0.00	0.00	0.00	0.00	0.20	0.00	0.77	0.00	0.00	0.00
268	What makes teens start usin...	0.00	0.00	0.00	0.00	0.00	0.12	0.85	0.00	0.00	0.00