import requests def get_full_abstract(doi): if doi == "N/A": return None try: url = f"https://api.semanticscholar.org/graph/v1/paper/DOI:{doi}?fields=abstract" resp = requests.get(url, timeout=5) if resp.status_code == 200: return resp.json().get('abstract') except Exception: pass return None print(get_full_abstract("10.1080/24749508.2025.2451450"))