removed the logic for bounding the event time stamps

Author: ChaoPang

src/cehrbert/data_generators/hf_data_generator/meds_utils.py

@@ -187,6 +187,7 @@ def create_dataset_from_meds_reader(
     LOG.info("The include_auxiliary_token: %s", data_args.include_auxiliary_token)
     LOG.info("The include_demographic_prompt: %s", data_args.include_demographic_prompt)
     LOG.info("The meds_exclude_tables: %s", "\n".join(data_args.meds_exclude_tables))
+    LOG.info("The disconnect_problem_list_events: %s", data_args.disconnect_problem_list_events)
 
     train_dataset = _create_cehrbert_data_from_meds(
         data_args=data_args,

src/cehrbert/data_generators/hf_data_generator/patient_block.py

@@ -260,10 +260,6 @@ def _convert_event(self, event) -> List[Event]:
         numeric_value = getattr(event, "numeric_value", None)
         unit = getattr(event, "unit", None)
 
-        # We need to bound the event time within the visit start and end
-        time = max(time, self.block_start_time)
-        time = min(time, self.block_end_time)
-
         if numeric_value is None and text_value is not None:
             conversion_rule = self.conversion.get_text_event_to_numeric_events_rule(code)
             if conversion_rule: