code: def autofix(self):
      self.check_num_annotations()
  
      tasks_success_dict = self.reduce_on_components(
          "_autofix", reduction="update"
      )
  
      for task_name, success_dict in tasks_success_dict.items():
          success_list = np.array(list(success_dict.values()))
          if len(success_list) == 0:
              continue
          keep_mask = reduce(np.logical_and, success_list)
          discard_idxs = np.where(keep_mask == False)[0]
  
          for i in discard_idxs[::-1]:
              logger.log(
                  "AUTOFIX-REPORT",
                  "(record_id: {}) Removed annotation with index: {}, "
                  "for more info check the AUTOFIX-FAIL messages above",
                  self.record_id,
                  i,
              )
              self.remove_annotation(task_name=task_name, i=i)
  
      return tasks_success_dict
  
file_path: icevision/icevision/core/record.py
imports: from icevision.imports import *
  from icevision.utils import *
  from icevision.core.exceptions import *
  from icevision.core.components import *
  from icevision.core.record_components import *
label_desc: Use image node_id 4 for calling the BaseRecord obj's underlying member method code with example usage: obj.autofix() and returns: tasks_success_dict