--- a
+++ b/allennlp/elmo-ner.py
@@ -0,0 +1,27 @@
+import sys, os
+
+sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+print(sys.path)
+from ehrkit import ehrkit
+from getpass import getpass
+
+from allennlp.predictors.predictor import Predictor
+import allennlp_models.tagging
+import json
+
+# this should be the row ID in NOTEEVENTS
+doc_id=int(input("MIMIC Document ID: "))
+
+USERNAME = input('DB_username: ')
+PASSWORD = getpass('DB_password: ')
+
+ehrdb = ehrkit.start_session(USERNAME, PASSWORD)
+text = ehrdb.get_document(doc_id)
+
+predictor = Predictor.from_path("https://storage.googleapis.com/allennlp-public-models/ner-model-2020.02.10.tar.gz")
+prediction=predictor.predict(
+  text
+)
+
+with open(str(doc_id)+'.json', 'w', encoding='utf-8') as f:
+	json.dump(prediction, f, ensure_ascii=False, indent=4)
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