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1 eficits (reduced posterior-->frontal Granger causality).
2 down inhibition (reduced frontal-->posterior causality).
3 ctus, this study addresses a key question of causality.
4 rowth status and considers issues of reverse causality.
5               We find evidence of reciprocal causality.
6 ed trials should be considered as a proof of causality.
7 Additional research is required to determine causality.
8  studies included does not allow for proving causality.
9 nderstand the observed association and their causality.
10 when assessing the validity of estimates and causality.
11 cal formalisms without saying anything about causality.
12 ngs may be biased by confounding and reverse causality.
13 f histological disease, therefore suggesting causality.
14 This observational study could not establish causality.
15 that we are unable to definitively determine causality.
16 oss-regional infection flow based on Granger causality.
17 h prioritizes genes with strong evidence for causality.
18 ts for key confounders and potential reverse causality.
19 ovel ADOA-associated genes and explore their causality.
20 rstanding, whereas neural interventions test causality.
21  necessary to provide additional evidence of causality.
22 sus statements to update the WHO position on causality.
23  probably because of confounding and reverse causality.
24  possible to rule out some effect of reverse causality.
25    The statistical analysis cannot establish causality.
26 rted as pathogenic in CAKUT did not indicate causality.
27 ased study designs were used to further test causality.
28 tional, no conclusions can be made regarding causality.
29 dentified variants is crucial to demonstrate causality.
30 f an expert assessment of the evidence about causality.
31 sease markers without apriori assumptions of causality.
32 y in CSU with the help of Hill's criteria of causality.
33  an air pollution study provides evidence of causality.
34 ses in K cell spike rates by 1-3 s, implying causality.
35 iagnosis of dementia and to minimize reverse causality.
36 R), we sought to strengthen the evidence for causality.
37 tive data to provide confident assignment of causality.
38 nalyses were bidirectional to assess reverse causality.
39 lian randomisation (MR) analyses to test for causality.
40  to the understanding of objects, space, and causality.
41 ter-relationship with possible bidirectional causality.
42 lication in observational studies evaluating causality.
43 dysregulation, but it is difficult to assess causality.
44 egative relationship between correlation and causality.
45 anulysin and interferon-gamma to confirm the causalities.
46 delian randomization (MR) analyses to assess causality(3), we found that the host-genetic-driven incr
47 nificantly correlated with DG -> CA1 Granger causality, a well-established analytical measure of dire
48 ve generally used correlation as a proxy for causality although there is a general consensus about wh
49 ment focuses on difficulties in establishing causality among various phenomena present in early moder
50 posure is unlikely to be affected by reverse causality (an important source of bias in this context)
51 ted causality approaches and for the role of causality analyses in neuroscience as a whole.
52  derived for wavelet transform coherence and causality analyses of the cardio-postural control and us
53 th many cardiometabolic traits, with genetic causality analyses supporting a substantial role for ple
54 performed source-level power, coherence, and causality analyses to characterize the underlying interr
55                                      Granger-causality analysis also supports the latter finding.
56                             Spectral Granger-causality analysis revealed that the change in symmetric
57 xpression and methylation, while statistical causality analysis reveals multiple instances where meth
58 d and in reverse across regions, and Granger causality analysis suggests bidirectional information fl
59         Here, we conducted the first Granger causality analysis to identify the "causes" of groundwat
60                                      Granger causality analysis was consistent with the OB as the sou
61                                Using Granger causality analysis, we identified inferior frontal corte
62                                 Although the causality and direction of these associations remain unk
63                                   To examine causality and elucidate how localized Plexin-B1 stimulat
64       Further studies are required to define causality and establish a role for systemic immune syste
65                           Studies to confirm causality and investigate mechanisms may contribute to u
66                   Further studies to confirm causality and investigate mechanisms will contribute to
67 th biological features of the brain, such as causality and locality.
68 mized, placebo-controlled trials, where both causality and magnitude of risk can be inferred.
69 , including ulcerative colitis (UC), but the causality and mechanisms remain unknown.
70 e in 80,003 participants and investigate the causality and potential mechanisms of the association be
71  number of studies and concern about reverse causality and recall bias prevent stronger conclusions.
72 tions about ecological interactions, Granger causality and related techniques may be particularly hel
73                       Concerns about reverse causality and selection bias complicate the interpretati
74 ate the importance of accounting for reverse causality and selective attrition in studies of older ad
75                           To examine reverse causality and selective attrition, we compared rate rati
76 iment are more likely to provide evidence of causality and should be prioritized among the body of ev
77                           To confirm disease causality and translate such a genetic vulnerability int
78 which probes beneath the surface of abstract causality and unveils the nature of causal interactions.
79 dence with potential for issues with reverse causality and wide variation in design, type/age of outc
80 t apes in tasks of physical (quantities, and causality) and social cognition (social learning, commun
81 r range of CFBs, considers issues of reverse causality, and adjusts for potential confounders to addr
82              Cohort studies cannot determine causality, and current disease severity criteria were no
83 ing these factors, as well as the magnitude, causality, and directionality of relationships across sp
84     Our observational study does not suggest causality, and does not encourage more extended lymphade
85 ovascular diseases, preclinical evidence for causality, and implications for risk prediction and miti
86                  However, correlation is not causality, and synchronization may be a byproduct of att
87               Here we use the Wiener-Granger causality approach along with well-established cross-cor
88 usality, with implications for other related causality approaches and for the role of causality analy
89 support perceptual learning, formal tests of causality are lacking.
90 globally but empirical studies demonstrating causality are rare.
91 re unable to prove biologic plausibility and causality as randomized controlled trials have not been
92  the framework provided by classical work on causality as well as contemporary approaches to predicti
93                          After likelihood of causality assessment by established guidelines, six vari
94                                Roussel-Uclaf Causality Assessment Methods identified one "possible" c
95                                      Granger causality-based effective (directed) connectivity was us
96 ion of this study is the inability to assess causality because of its observational nature.
97 dies, but it has been difficult to establish causality because of the possibility of residual confoun
98 the patterns detected here, and to establish causality between BCG vaccination and protection from se
99 oth directions to establish the direction of causality between BMI and AD.
100 randomization (MR) to infer the direction of causality between BMI and disordered eating in childhood
101                     We showed no evidence of causality between BMI and EDs in adulthood in either dir
102 ng with EDU/SES also revealed unidirectional causality between brain morphology, psychopathology and
103 g earlier in development in ASD will tap the causality between changes in perceptual and symptomatolo
104  elusive, our results imply a high degree of causality between clock gene expression and one of the p
105             These simulations thus establish causality between currently unexplained, long timescale
106 rt that is required to decipher the circular causality between floods and rivers.
107                                 To determine causality between genetics and disease, accurate models
108 inverse-variance weighted method to test for causality between later life cognitive ability, educatio
109 ed on target validation methods to study the causality between modulating the RNA motif in vitro and
110 lity and aid in determining the direction of causality between PTSD and inflammation.
111  an intrinsic consequence of LV dysfunction, causality between SMR and mortality should not be implie
112      Supplementation experiments established causality between specific RCS and browning and allowed
113                                 Establishing causality between the clinical severity and outcomes for
114            The data presented here show that causality between the Karoo LIP and the late Pliensbachi
115 egulated LMO2 expression, establishing clear causality between the mutation and oncogene dysregulatio
116 ive model that dispenses with assumptions of causality between the two phenomena and explains mood re
117 y was estimated using non-parametric Granger causality between visual areas V1 and V4.
118 ed associations may be influenced by reverse causality bias cannot be excluded.
119 al biomarker results may suffer from reverse causality bias, whereby obesity status influenced the bi
120 nt LDIR exposures, likely reflecting reverse causality bias.
121 s of cancer, raising concerns about reversal causality bias.
122 undamental properties of Granger-Geweke (GG) causality, both computational and conceptual.
123                Case reports cannot establish causality, but they can reveal patterns in the timing of
124 th red and processed meat and cheese reflect causality, but they were consistent with the association
125                        We attempted to infer causality by comparing the effects of maternal versus pa
126 policies to address treatment disparities if causality can be identified.
127 e observational nature of the present study, causality cannot be confirmed.
128 y is observational and conclusions regarding causality cannot be inferred.
129                             Although reverse causality cannot totally be ruled out, cheese diversity
130 ested), and type II autoimmunity has level 2 causality (causal relationship likely).
131 utoimmunity in patients with CSU has level 3 causality (causal relationship suggested), and type II a
132 nly did suppressed alpha power and bottom-up causality correlate with heightened frontal gamma power,
133  due to natural disease progression although causality could not be ruled out).
134                  Lumping all questions about causality creates ambiguity about the utility of differe
135                                              Causality detection likely misidentifies indirect causat
136  a non-empirical nature about topics such as causality, determinism and reductionism when conducting
137 ge of sensitivity analyses exploring reverse causality, differential non-response and stability of te
138 at directly addressed either outcome and any causality dimension, used methods to expedite study sele
139 haly, we included 72 items; for eight of ten causality dimensions (all except dose-response relations
140               Our findings suggest that dark causality dominates the sovereign CDS network, indicatin
141 unction using both systems biology tools and causality-driven laboratory experimentation will be esse
142 tudy limitations were the inability to infer causality due to the cross-sectional nature of the surve
143 esults; (ii) even if estimated correctly, GG causality estimates alone are not interpretable without
144            Specifically, we show that (i) GG causality estimates can be either severely biased or of
145 , naris blockade, current source density and causality estimates.
146  be explained in terms of symptom-to-symptom causality, explanation requires a network of biological
147    Philosophers have explored the concept of causality for centuries.
148 rium in African populations to infer genetic causality for circulating resistin levels by performing
149 dels of reduced IgCAM expression, to suggest causality for cortical wiring defects.
150        An inducible catalase system, to test causality for the role of hydrogen peroxide, reversed th
151  mouse models will be necessary to establish causality for these genes.
152 mentia, there is limited evidence to support causality for this relationship.
153 rate," or "high" and then assigned levels of causality for type I and II autoimmunity in patients wit
154  effect-size distribution and probability of causality for variants with different annotations and jo
155                               When inferring causality, four nonexclusive theoretical models can acco
156      First, in February 2016, we developed a causality framework that defined questions about the rel
157                                    To assess causality from drug exposure, true predrug baseline imag
158 ight that we are unable to reliably separate causality from horizontal pleiotropy.
159                               Distinguishing causality from mere association typically requires rando
160                                    Inferring causality from observational studies, however, is subjec
161               Here we argue that ideas about causality from philosophy can help scientists to better
162          LFPs also revealed a higher Granger causality from the direction of entopallium to NCL and f
163 cal modelling of twin data suggesting direct causality from the former to the latter.
164 timulus feedback connectivity (i.e., Granger causality) from FFA to V1 predicted not only the categor
165                                      Granger causality (GC) analysis, an econometric tool for quantif
166 s long been an area of interest, but proving causality has been elusive.
167  eye rubbing are also implicated, but direct causality has not been proven.
168 number of ICU admissions at the end of life, causality has not been well established.
169 ry role through complex interactions, though causality has not yet been fully demonstrated.
170 puted(9-13,19-24), and attempts to establish causality have been hampered by limitations in the avail
171  mortality with increased IL-6 doesn't imply causality however lack of improvement by tocilizumab req
172 indings provide evidence against the reverse causality hypothesis and strengthen evidence for persona
173  behaviors of the system model; and (iii) GG causality ignores critical components of a system's dyna
174 Among medically evacuated US military combat causalities in Afghanistan, blood product transfusion pr
175 tion to these difficulties, by investigating causality in a low-risk and low-cost way.
176                Considering the importance of causality in anatomo-clinical approach and stressing the
177  use of classical considerations for judging causality in human studies, as well as triangulation and
178 nd to have strong or definitive evidence for causality in LQTS with atypical features, including neon
179 s.(1-5) Based on analytical methods to infer causality in neural activation patterns, it was conclude
180 pervasive problem of confounding and reverse causality in observational studies limits inference abou
181 value," which is related to the evidence for causality in observational studies that are potentially
182 ghlighted based on evidence supporting their causality in organ failure.
183  sensory-driven causal connectivity (Granger causality in the alpha band) during a resting state (eye
184                                   To examine causality in the reverse direction, MR analyses were use
185 urther studies to help assess directions and causality in these associations.
186 research have made it difficult to establish causality in this complex relationship.
187 tment-emergent adverse events, regardless of causality, in either treatment group (any grade) were fa
188 gets to identifying disease-related genes to causality inference.
189 s on circulating PUFA levels and the lack of causality inherent in observational studies.
190                         The hidden nature of causality is a puzzling, yet critical notion for effecti
191                                 Instead, the causality is bidirectional because plasticity itself can
192  and policy-makers to argue that evidence of causality is necessary before implementing more stringen
193                    Although the direction of causality is not clear, this association strengthens the
194 nce the activity of Clinton supporters, this causality is reversed for the fake news: the activity of
195 l disease is associated with seropositivity, causality is unproven.
196              They are afflicted by notorious causality issues (e.g. grandfather's paradox).
197 lts provide interesting insights into subtle causality issues underlying the simultaneous excitation
198                                          The causality link could be addressed in an interventional t
199                         Limitations: Reverse causality may have biased the findings; however, results
200                                              Causality means that symbols must be transmitted with pr
201 bus passes and addressed bias due to reverse causality, measurement error, and time-invariant confoun
202                     What do frequency-domain causality measures tell us about the functional properti
203                             Frequency-domain causality measures, such as those of Geweke, as well as
204 re slightly higher than those of the Granger causality method and approximately the same as those of
205 cerns regarding the applicability of Granger causality methods in neuroscience.
206                                      Granger causality methods were developed to analyze the flow of
207 t of it, which indicates that thequestion of causality must urgently be answered.
208 of longitudinal studies (necessary to assess causality), non-random sampling of participants by many
209 tudies were primarily observational; neither causality nor directionality could be determined.
210 pproach to psychopathology hinges neither on causality nor on rationality.
211 om level 1 (causal relationship) to level 5 (causality not likely).
212                  Achieving confidence in the causality of a disease locus is a complex task that ofte
213 setting, will allow for the investigation of causality of abnormal blood flow in CVD.
214 hich mixtures of air pollutants operate, the causality of air pollution-associated shifts in birthwei
215                                              Causality of alpha activity dynamics was implied by its
216 ide understanding of the natural history and causality of diseases since early in life.
217 bust human data corroborating the extent and causality of EndMT in adult CVDs.
218                  Finally, we demonstrate the causality of FOXM1 in driving WEE1i sensitivity.
219                                          The causality of hepatitis C with respect to the pathogenesi
220  the clinical data implicating the potential causality of Lp(a)/oxidized phospholipids, describe emer
221                  We thus addressed potential causality of NTD-associated Vangl1/2 mutations, from eit
222 tional, self-reported data, possible reverse causality of overweight and obesity on wealth, and the l
223 mine if viral load could provide evidence of causality of pneumonia, we compared viral load in the UR
224                                              Causality of the muscle-pump baroreflex was reduced on R
225 genic factor in sepsis and ICU mortality but causality of these associations has not been demonstrate
226            We aimed to examine the potential causality of these associations using Mendelian randomis
227 intervention studies are needed to determine causality of these biological and behavioral relations.
228 as may be limited but supports the potential causality of these consistent, early microbial changes i
229  clinical significance, reproducibility, and causality of these findings are disputed.
230 nature of this study does not allow to imply causality of these findings.
231 lenging to demonstrate experimental proof of causality of these risk alleles for renal disease.
232                                          The causality of this correlation was verified in mice with
233                  Studies in mice support the causality of this relationship.
234                           Then, we study the causality of those changes using Transfer Entropy to cap
235 ng the genetic architecture of RBM20 disease causality on a population level.
236 n euchromatin and heterochromatin and a dual causality on gene expression.
237 rant proposals, and ( 2) assess evidence for causality on the basis of different causal inference con
238                       Inability to establish causality or incidence, variable quality of reports, pos
239 ough further research is needed to determine causality, our study suggests that targeting neuroinflam
240 a positive correlation was found between the causality pairing index and presence of stable RDs (P=0.
241         Global VF organization quantified by causality pairing index showed a negative correlation at
242                    In organized VF with high causality pairing index values, GC vector mapping charac
243 s, (2) quantify global organization with the causality pairing index, a measure of neighboring causal
244 e were no significant differences in Granger-causality patterns in frontal-to-parietal or parietal-to
245 espan, studies tend to assume unidirectional causality: plasticity evolves under suitable rates of en
246                                     Assuming causality, population attributable risk fractions for ou
247 f celiac disease, but concerns about reverse causality precluded a conclusion about the relationship
248 n flow architecture through a Granger-Geweke causality prism.
249 on this analysis, we find that the notion of causality quantified is incompatible with the objectives
250 d risk of PD is likely the result of reverse causality rather than a biological effect of these drugs
251 in cancer, yet the underlying mechanisms and causality remain poorly understood(1-3).
252                              Decisions about causality require systematic assessment to guide public
253 th influencing DNA methylation (i.e. reverse causality) requires further research.
254                    We argue that evidence of causality should be gauged by a critical evaluation of d
255  has been no formal demonstration of disease causality since their discovery.
256 e measure satisfies three desired properties-causality, specificity, intrinsicality-and is shown to b
257 ound in the corresponding results of Granger causality test and LASSO method.
258 ance of DBN by comparing it with the Granger causality test and the least absolute shrinkage and sele
259 averagely 46% less than those of the Granger causality test, and 22% less than those of the LASSO met
260  climatic variability and changes in DO, and causality testing indicated that these relationships wer
261 pecies to Plasmodium abundance using Granger causality tests for time-series data collected over two
262       After outlining six characteristics of causality that are relevant to cancer, we emphasize the
263 nal studies intended to produce evidence for causality, the E-value be reported or some other sensiti
264 were to update and reassess the evidence for causality through a rapid and systematic review about li
265 lines to demonstrate how our system confirms causality through mutant phenotype reversion.
266  (CCM) is a non-linear approach to establish causality, thus, expected to decipher nonlinear causal c
267                              We used Granger causality to analyze predictive relationships among the
268                         We also used Granger causality to assess whether omitted variable confounding
269 ough the current study design does not allow causality to be inferred, it does support the theory tha
270  the favoured approach; however, attributing causality to educational intervention proves difficult i
271                           However, assigning causality to genetic variants associated with a transcri
272 individuals using global reasoning on the RN causality to identify key-nodes.
273 ions, there is an urgent need for studies on causality, underlying mechanisms, and effective interven
274    We addressed this fundamental question of causality using longitudinal anatomical magnetic resonan
275 sk of coronary artery disease, and to assess causality using Mendelian randomization (MR).
276 mization (MR), a statistical method to infer causality using observational data.Methods: We measured
277 used and developed in part deal with Granger causality, Vector Autoregression, Estimation Stability w
278                  Genetic co-heritability and causality via MR was assessed using data from the Intern
279 gnificant (p = 0.002) decline in EMG --> SBP causality was observed in the elderly group, compared to
280                                        Their causality was then demonstrated by a functional test.
281  for both the exposure and mediator to infer causality-was performed to examine the causal associatio
282                                     Assuming causality, we calculated the population attributable fra
283 c evidence, satisfying rigorous criteria for causality, we conclude strongly that lowering intake of
284 ling and do not provide an absolute proof of causality, we find that cognition pathways mediate a sig
285 omization approach that provides evidence of causality, we found that genetically predicted lung canc
286                                      To test causality, we implemented an exercise intervention that
287                                    To assess causality, we investigated hemodynamic and histological
288                                    To assess causality, we perturbed the function of Tet2, the second
289                                      To show causality, we stimulated CL in anesthetized macaques and
290         Building on different assumptions of causality, we train three composite models to score func
291                                   To address causality, we used chemogenetics in transgenic mice to s
292 l as a hybrid form that we refer to as "dark causality." We propose an algorithm which is validated b
293                             The criteria for causality were met and potential sources of controversie
294 ommon grade >=3 adverse events regardless of causality were neutropenia (46%), thrombocytopenia (38%)
295 on grade 3-4 adverse events (irrespective of causality) were haematological abnormalities-namely, ana
296 nter-areal interactions, measured as Granger causality, were also dominant between these cortical lay
297  for genome engineering studies to establish causality will continue to be frustrated by an inability
298 ss extinctions has been proposed to indicate causality, with eruptive volatile release driving enviro
299 ide important conceptual clarification of GG causality, with implications for other related causality
300  becoming infected, which led to over 12,000 causalities worldwide.

 
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