| CPC G06F 40/186 (2020.01) [G06F 40/274 (2020.01); G16H 10/60 (2018.01)] | 16 Claims |

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1. A method comprising:
analyzing, by a device, a set of medical transcriptions to identify a text block, wherein analyzing the set of medical transcriptions comprises determining that the text block occurs in a plurality of medical transcriptions within the set of medical transcriptions;
storing in at least one structured datastore, by a device, a datastore record identifying the text block and an associated trigger, the trigger being an indicator causing automatic insertion of the text block within another medical transcription when the trigger is present in the other medical transcription, the at least one datastore storing a plurality of datastore records identifying a plurality of pairs of text blocks and associated triggers;
detecting, from the other medical transcription, information corresponding to the trigger;
automatically inserting the text block in a position within the other medical transcription based on the detection; and
verifying modification of the other medical transcription via the insertion of the text block, wherein verification comprises determining an accuracy of the insertion of the text block.
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