format issues

Author: mepr1

docs/utility-guides/Oracle.md

@@ -40,7 +40,7 @@ The docstrings also specify when arguments are optional, and what the default va
 - **connect_to_db(self)**: Connects to the Oracle database using credentials from environment variables.
 - **disconnect_from_db(self, conn)**: Closes the provided Oracle database connection.
 - **execute_query(self, query, params=None)**: Executes a SQL query with optional parameters and returns the results as a pandas DataFrame.
-- **execute_stored_procedure(self, procedure_name, params=None)**: Executes a named stored procedure with optional parameters.
+- **execute_stored_procedure(self, `procedure_name`, params=None)**: Executes a named stored procedure with optional parameters.
 - **exec_bcss_timed_events(self, nhs_number_df)**: Runs the `bcss_timed_events` stored procedure for each NHS number provided in a DataFrame.
 - **get_subject_id_from_nhs_number(self, nhs_number)**: Retrieves the `subject_screening_id` for a given NHS number.
 
@@ -83,7 +83,7 @@ Common values are placed in the `SqlQueryValues` class to avoid repeating the sa
 ## How to Add New Oracle-Specific Functions
 
 - Define a new function in `utils/oracle/oracle_specific_functions.py`.
-- Create your SQL query, parameterizing as needed.
+- Create your SQL query, `parameterizing` as needed.
 - Call `OracleDB().execute_query(query, params)` to run the query.
 - Return the result as a pandas DataFrame.
 - Document the function with a clear docstring.