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• W4309043389 abstract "Despite decades of research, the direct causes of suicide remain unknown. Some researchers have proposed that suicide is sufficiently complex that no single variable or set of variables can be determined causal. The invariance-based causal prediction (ICP) is a contemporary data analytic method developed to identify the direct causal relationships, but the method has not yet been applied to suicide. In this study, we used ICP to identify the variables that were most directly related to the emergence of suicidal behavior in a prospective sample of 2,744 primary care patients. Fifty-eight (2.1%) participants reported suicidal behavior during the following year. Of 18 predictors tested, shame was most likely to be directly causal only under the least restrictive conditions. No single variable or set of variables was identified. Results support the indeterminacy hypothesis that suicide is caused by many combinations of factors, none of which are necessary for suicide to occur." @default.
• W4309043389 created "2022-11-21" @default.
• W4309043389 creator A5015187503 @default.
• W4309043389 creator A5017122480 @default.
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• W4309043389 date "2022-11-14" @default.
• W4309043389 modified "2023-10-14" @default.
• W4309043389 title "Invariance-based causal prediction to identify the direct causes of suicidal behavior" @default.
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• W4309043389 doi "https://doi.org/10.3389/fpsyt.2022.1008496" @default.
• W4309043389 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36451770" @default.
• W4309043389 hasPublicationYear "2022" @default.
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