diff --git a/markdownify/__init__.py b/markdownify/__init__.py
index 2cd8fc8..c2e2ec0 100644
--- a/markdownify/__init__.py
+++ b/markdownify/__init__.py
@@ -131,7 +131,8 @@ class MarkdownConverter(object):
             return text
         href = el.get('href')
         title = el.get('title')
-        if self.options['autolinks'] and text == href and not title:
+        # For the replacement see #29: text nodes underscores are escaped
+        if self.options['autolinks'] and text.replace(r'\_', '_') == href and not title:
             # Shortcut syntax
             return '<%s>' % href
         title_part = ' "%s"' % title.replace('"', r'\"') if title else ''
diff --git a/setup.py b/setup.py
index 8740fc4..ec7dea2 100644
--- a/setup.py
+++ b/setup.py
@@ -10,7 +10,7 @@ read = lambda filepath: codecs.open(filepath, 'r', 'utf-8').read()
 pkgmeta = {
     '__title__': 'markdownify',
     '__author__': 'Matthew Tretter',
-    '__version__': '0.6.0',
+    '__version__': '0.6.1',
 }
 
 
diff --git a/tests/test_conversions.py b/tests/test_conversions.py
index f5fc1c2..2896322 100644
--- a/tests/test_conversions.py
+++ b/tests/test_conversions.py
@@ -34,7 +34,11 @@ def test_chomp():
 
 
 def test_a():
-    assert md('<a href="http://google.com">Google</a>') == '[Google](http://google.com)'
+    assert md('<a href="https://google.com">Google</a>') == '[Google](https://google.com)'
+    assert md('<a href="https://google.com">https://google.com</a>', autolinks=False) == '[https://google.com](https://google.com)'
+    assert md('<a href="https://google.com">https://google.com</a>') == '<https://google.com>'
+    assert md('<a href="https://community.kde.org/Get_Involved">https://community.kde.org/Get_Involved</a>') == '<https://community.kde.org/Get_Involved>'
+    assert md('<a href="https://community.kde.org/Get_Involved">https://community.kde.org/Get_Involved</a>', autolinks=False) == '[https://community.kde.org/Get\\_Involved](https://community.kde.org/Get_Involved)'
 
 
 def test_a_spaces():