MetaLogicV1.0_ValidationData_RwandaCohort
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**Description of MetaLogic Validation Dataset** This dataset contains behavioral and fMRI evidence supporting the MetaLogic Model—a novel framework for dimensional cognitive upgrades. **Core Contents** | Data Type | File Name | Key Measure Description ||--------------------|-----------------------------------|-----------------------------------------------------------|| Behavioral Data | Rwanda_HostileScore.csv | Hostile cognition score (pre/post, 1–10 Likert scale) || fMRI Connectivity | dIPFC_Amygdala_FC.mat | Functional connectivity (r-value) between dIPFC and amygdala || Simulation Code | CognitiveFolding_Simulation.py | MetaLogic structure propagation modeling script | **Usage Terms** - Licensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) - For institutional collaboration or restricted data access, contact: makvims@gmail.com **Experimental Background** The dataset originates from a Rwanda-based intervention study (2024) designed to evaluate the effectiveness of the MetaLogic cognitive model.Based on Likert-scale hostility ratings (pre vs. post), a 37% reduction in hostile cognition was observed. **Description of MetaLogic Validation Dataset** This dataset contains behavioral and fMRI evidence supporting the MetaLogic Model—a novel framework for dimensional cognitive upgrades. **核心内容** | **数据类型** | **文件列表** | **关键指标** ||--------------------|-----------------------------------|---------------------------|| **行为数据** | `Rwanda_HostileScore.csv` | 敌意认知评分(前/后测;1-10 Likert) || **fMRI 数据** | `dlPFC_Amygdala_FC.mat` | dlPFC-杏仁核功能连接矩阵(r值) || **仿真代码** | `CognitiveFolding_Simulation.py` | 元逻辑组合毒性传播模拟 | **使用条款** - 遵循 [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) 许可 - 临床数据需签署访问协议(联系 makvims@gmail.com) **实验背景** > *数据源于卢旺达和解项目(2024),验证认知折叠模型在跨文化冲突干预中的有效性(37%敌意认知下降)。*
