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The results in this table do not account for missing values or days with no survey forms received or no ninth item filled in the mood survey.
a Spearman correlation between Patient Health Questionnaire-9 total and SI score at ecological momentary assessment prompts was 0.47 (n=3176, P=10 and suicidal ideation score ≥1 was 0.32 (n=245, P
b Disregarding the episodic pattern.
c To understand the difference between “days between successive SI instances” and “episode duration” (refer to the episode data in Table 3),
JMIR Form Res 2025;9:e67745
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We only reported differences that were statistically tested and for which P values, CIs, or effect sizes were available.
Descriptions and examples of social media–related outcomes to be extracted from studies.
a Exposure, reach, and low-, medium-, and high-level engagement were measured using a version of key performance indicators and metrics related to social media use in health promotion adapted from Neiger et al [26].
J Med Internet Res 2025;27:e68124
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Dropout layer (P=.50): randomly inactivate 50% of neurons to prevent overfitting.
Linear layer (128×128): fully connected, keeping the same dimension.
The second CNN module
Convolutional layer (128×64): performs the convolution operation again.
Maximum pooling layer (kernel_size=2, stride=2): reduces the dimension again to improve the generalization ability of the model.
The second phase of MLP
Flatten layer: flatten into a vector for feeding into the MLP layer.
JMIR Med Inform 2025;13:e64592
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We will report P values up to 3 decimal places and report P values less than .001 as
We expect a small amount of missing data due to noncompliance and loss to follow-up. As noted above, participants who withdraw will be asked for a reason for withdrawal to determine whether the missing information is random. Participants withdrawing prior to the procedure will be asked whether they intend to proceed to ICA.
JMIR Res Protoc 2025;14:e71726
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