{"data":{"kind":"file","path":"README.md","version_id":"bv1sko3ismwfqey2hgl970te","entry":{"name":"README.md","path":"README.md","is_directory":false,"size":1715,"modified_at":"2026-02-08T17:49:15.649000","content_hash":"6f0971ed3694526d7416fa2f70447b567fb55bc0318acd4184b69892893220bd"},"entries":[],"content":"# OpenMed MentalHealth\n\nMental health text classification environment for RL fine-tuning.\n\n## Task\n\nGiven a social media post, classify the mental health status of the author into one of 4 categories:\n- **Normal**: No significant mental health concern\n- **Depression**: Persistent sadness, hopelessness, loss of interest\n- **Suicidal**: Self-harm ideation, suicidal thoughts or intent\n- **Anxiety**: Excessive worry, panic, fear, nervousness\n\n## Dataset\n\n- **Source**: `ourafla/Mental-Health_Text-Classification_Dataset`\n- **Size**: ~50K posts (train: ~49.6K, test: 992)\n- **Labels**: 4 classes (Normal, Depression, Suicidal, Anxiety)\n- **Test set**: Balanced at 248 per class\n\n## Reward Structure\n\n| Reward | Weight | Description |\n|--------|--------|-------------|\n| Accuracy | 45% | Exact category match |\n| Partial Match | 20% | Credit for valid category (more for same mental health direction) |\n| Thinking | 20% | Quality of clinical reasoning in `<think>` tags |\n| Format | 15% | Proper `\\boxed{}` or `|answer|` format |\n\n## Example\n\n**Input**: \"I can't stop worrying about everything. My heart races constantly and I can't sleep because my mind won't stop...\"\n\n**Expected Output**:\n```\n<think>\nThe post describes persistent worry, racing heart, and insomnia due to rumination.\nThese are classic symptoms of anxiety disorder - excessive worry, physical symptoms\n(tachycardia), and sleep disturbance from racing thoughts.\n</think>\n\\boxed{anxiety}\n```\n\n## Citation\n\n```\n@misc{ourafla-mental-health,\n  title={Mental Health Text Classification Dataset},\n  author={ourafla},\n  year={2024},\n  publisher={HuggingFace},\n  url={https://huggingface.co/datasets/ourafla/Mental-Health_Text-Classification_Dataset}\n}\n```\n","encoding":"utf-8","truncated":false,"total_bytes":1715},"status":null}