{ "model_name": "OHCA Classifier v3.0 - Trained", "description": "BERT-based classifier for detecting Out-of-Hospital Cardiac Arrest cases in medical text", "base_model": "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract", "task": "text-classification", "optimal_threshold": 0.996, "performance": { "f1_score": 0.632, "sensitivity": 1.0, "specificity": 0.741 }, "training_data": { "total_cases": 330, "ohca_cases": 59, "non_ohca_cases": 271, "training_cases": 264, "validation_cases": 66 }, "model_version": "3.0", "author": "Mona Moukaddem" }