Enhancing SQL Query Generation Accuracy for Electronic Health Records through Probabilistic Threshold Filtering and Error Handling

A novel probability-based filtering approach, ProbGate, can effectively distinguish between answerable and unanswerable questions in datasets containing a mix of both, without requiring direct access to the model's parameters.