diff --git a/crisprbact/predict.py b/crisprbact/predict.py
index aee0aaa6596ba563b37bb49f98b263be7cd12c5d..bb5c3975da15f2fa6d80ff0606d2c8b30ac92e5b 100644
--- a/crisprbact/predict.py
+++ b/crisprbact/predict.py
@@ -103,22 +103,23 @@ def on_target_predict(seq, genome=None, seed_sizes=[8, 9, 10, 11, 12]):
                                 "off_target_pampos": off_t[2],
                                 "off_target_strand": off_t[3],
                                 "off_target_recid": off_t[4],
+                                "off_target_good_orientation": None,
                             }
-                            # Filter the off targets if the strand
-                            # is not the opposite of the feature
-                            off_t[5] = list(
-                                filter(
-                                    lambda feat: get_strand_value(
-                                        off_target_dict["off_target_strand"]
-                                    )
-                                    != get_strand_value(feat.location.strand),
-                                    off_t[5],
-                                )
-                            )
                             # Loop through features associated to an off-target position
                             if len(off_t[5]) > 0:
                                 # Loop for each feature
                                 for feat in off_t[5]:
+                                    if get_strand_value(
+                                        off_target_dict["off_target_strand"]
+                                    ) != get_strand_value(feat.location.strand):
+                                        off_target_dict[
+                                            "off_target_good_orientation"
+                                        ] = True
+                                    else:
+                                        off_target_dict[
+                                            "off_target_good_orientation"
+                                        ] = False
+
                                     feature_dict = {
                                         "off_target_feat_strand": feat.location.strand,
                                         "off_target_feat_start": feat.location.start,
@@ -133,6 +134,8 @@ def on_target_predict(seq, genome=None, seed_sizes=[8, 9, 10, 11, 12]):
                                     off_targets_list.append(
                                         {**feature_dict, **off_target_dict}
                                     )
+                            # elif not has_feature:
+                            #     off_targets_list.append(off_target_dict)
                             else:
                                 off_targets_list.append(off_target_dict)
                         off_targets_per_seed.append(