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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)
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
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
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
74 ate the importance of accounting for reverse causality and selective attrition in studies of older ad
76 iment are more likely to provide evidence of causality and should be prioritized among the body of ev
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
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
88 usality, with implications for other related causality approaches and for the role of causality analy
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
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
100 randomization (MR) to infer the direction of causality between BMI and disordered eating in childhood
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
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
111 an intrinsic consequence of LV dysfunction, causality between SMR and mortality should not be implie
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
119 al biomarker results may suffer from reverse causality bias, whereby obesity status influenced the bi
124 th red and processed meat and cheese reflect causality, but they were consistent with the association
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,
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
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
146 be explained in terms of symptom-to-symptom causality, explanation requires a network of biological
148 rium in African populations to infer genetic causality for circulating resistin levels by performing
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
156 First, in February 2016, we developed a causality framework that defined questions about the rel
164 timulus feedback connectivity (i.e., Granger causality) from FFA to V1 predicted not only the categor
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
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
183 sensory-driven causal connectivity (Granger causality in the alpha band) during a resting state (eye
187 tment-emergent adverse events, regardless of causality, in either treatment group (any grade) were fa
192 and policy-makers to argue that evidence of causality is necessary before implementing more stringen
194 nce the activity of Clinton supporters, this causality is reversed for the fake news: the activity of
197 lts provide interesting insights into subtle causality issues underlying the simultaneous excitation
201 bus passes and addressed bias due to reverse causality, measurement error, and time-invariant confoun
204 re slightly higher than those of the Granger causality method and approximately the same as those of
208 of longitudinal studies (necessary to assess causality), non-random sampling of participants by many
214 hich mixtures of air pollutants operate, the causality of air pollution-associated shifts in birthwei
220 the clinical data implicating the potential causality of Lp(a)/oxidized phospholipids, describe emer
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
225 genic factor in sepsis and ICU mortality but causality of these associations has not been demonstrate
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
237 rant proposals, and ( 2) assess evidence for causality on the basis of different causal inference con
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.
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
247 f celiac disease, but concerns about reverse causality precluded a conclusion about the relationship
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
256 e measure satisfies three desired properties-causality, specificity, intrinsicality-and is shown to b
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
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
266 (CCM) is a non-linear approach to establish causality, thus, expected to decipher nonlinear causal c
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
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
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
279 gnificant (p = 0.002) decline in EMG --> SBP causality was observed in the elderly group, compared to
281 for both the exposure and mediator to infer causality-was performed to examine the causal associatio
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
292 l as a hybrid form that we refer to as "dark causality." We propose an algorithm which is validated b
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