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Table 2 Performance comparison of different data collection methods

From: Integrative diagnosis of psychiatric conditions using ChatGPT and fMRI data

Method

Accuracy (%)

Precision (%)

Recall (%)

F1-score (%)

Survey-Based Approach

76.0

74.0

75.0

74.5

App-Based Approach

78.0

76.0

77.0

76.5

ChatGPT-Based Approach

85.0

83.0

84.0

83.5

  1. Comparison of performance metrics—accuracy, precision, recall, and F1-score—for the Survey-Based, App-Based, and ChatGPT-Based methods