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No individually identifiable data are presented in this manuscript.","order":3,"name":"Ethics","label":"Consent for publication","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":4,"name":"Ethics","label":"Competing interests","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"This study was approved by the Ethics Committee of Jiangsu Normal University (Approval No. JSNU-H2025CG-J031). Informed consent was obtained from all participants and their legal guardians.","order":5,"name":"Ethics","label":"Ethics statement","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"De-identified quantitative data (LLM coding outputs, questionnaire scores, and analysis results) and complete Python analysis scripts are publicly available on\u00a0Figshare (\n                      \n                      ) (\n                      \n                      ). Original narrative texts are not publicly shared to protect the privacy of minor participants. The saved Chinese prompt templates for all four strategies are included in the Figshare materials (prompts\/prompts.py). Supplementary Material\n                      \n                      summarizes their structures and coded examples, and Supplementary Material\n                      \n                      provides the prompt iteration log. This study was a methodological validation study and was not preregistered.","order":6,"name":"Ethics","label":"Open practices statement","group":{"name":"EthicsHeading","label":"Declarations"}}],"article-number":"334"}}