diff --git a/src/main/java/reciter/algorithm/util/ArticleTranslator.java b/src/main/java/reciter/algorithm/util/ArticleTranslator.java
index 59b425f1..2b52a6ea 100644
--- a/src/main/java/reciter/algorithm/util/ArticleTranslator.java
+++ b/src/main/java/reciter/algorithm/util/ArticleTranslator.java
@@ -437,45 +437,8 @@ public static ReCiterArticle translate(PubMedArticle pubmedArticle, ScopusArticl
     
     private static void determinePublicationTypeCanonical(ReCiterArticle reCiterArticle, ScopusArticle scopusArticle) {
     	String publicationTypeCanonical = null;
-    	if(reCiterArticle.getPublicationTypeScopus() != null && scopusArticle.getSubType() != null) {
-    		if(scopusArticle.getSubType().equalsIgnoreCase("cp")
-    				||
-    				(reCiterArticle.getArticleTitle() != null && reCiterArticle.getArticleTitle().contains("Consensus Development Conference"))
-    				||
-    				(reCiterArticle.getArticleTitle() != null && reCiterArticle.getArticleTitle().contains("Consensus Development Conference, NIH"))
-    				||
-    				(reCiterArticle.getArticleTitle() != null && reCiterArticle.getArticleTitle().contains("Address"))
-    				||
-    				(reCiterArticle.getArticleTitle() != null && reCiterArticle.getArticleTitle().contains("Clinical Conference"))
-    				||
-    				(reCiterArticle.getArticleTitle() != null && reCiterArticle.getArticleTitle().contains("Congress"))
-    				||
-    				(reCiterArticle.getArticleTitle() != null && reCiterArticle.getArticleTitle().contains("Lecture"))) {
-    			publicationTypeCanonical = "Conference Paper";
-    		} else if(scopusArticle.getSubType().equalsIgnoreCase("re")) {
-    			publicationTypeCanonical = "Review";
-    		} else if(scopusArticle.getSubType().equalsIgnoreCase("rp")) {
-    			publicationTypeCanonical = "Report";
-    		} else if(scopusArticle.getSubType().equalsIgnoreCase("ch")) {
-    			publicationTypeCanonical = "Chapter";
-    		} else if(scopusArticle.getSubType().equalsIgnoreCase("ed")) {
-    			publicationTypeCanonical = "Editorial Article";
-    		} else if(scopusArticle.getSubType().equalsIgnoreCase("ip")) {
-    			publicationTypeCanonical = "In Process";
-    		} else if(scopusArticle.getSubType().equalsIgnoreCase("bk")) {
-    			publicationTypeCanonical = "Book";
-    		} else if(scopusArticle.getSubType().equalsIgnoreCase("le")) {
-    			publicationTypeCanonical = "Letter";
-    		} else if(scopusArticle.getSubType().equalsIgnoreCase("no")) {
-    			publicationTypeCanonical = "Comment";
-    		} else if(scopusArticle.getSubType().equalsIgnoreCase("ar")) {
-    			publicationTypeCanonical = "Academic Article";
-    		} else if(scopusArticle.getSubType().equalsIgnoreCase("ab") || scopusArticle.getSubType().equalsIgnoreCase("bz") || scopusArticle.getSubType().equalsIgnoreCase("cr") || scopusArticle.getSubType().equalsIgnoreCase("sh")) {
-    			publicationTypeCanonical = "Article";
-    		}
-    	}
-    	
-    	if(publicationTypeCanonical == null && reCiterArticle.getPublicationTypePubmed() != null) {
+
+        if(publicationTypeCanonical == null && reCiterArticle.getPublicationTypePubmed() != null) {
             if(reCiterArticle.getPublicationTypePubmed().contains("Editorial")) {
                 publicationTypeCanonical = "Editorial Article";
             } else if(reCiterArticle.getPublicationTypePubmed().contains("Letter")) {
@@ -494,6 +457,10 @@ private static void determinePublicationTypeCanonical(ReCiterArticle reCiterArti
                     ||
                     reCiterArticle.getPublicationTypePubmed().contains("Lecture")) {
                 publicationTypeCanonical = "Conference Paper";
+            } else if(reCiterArticle.getPublicationTypePubmed().contains("Guideline")
+                    ||
+                    reCiterArticle.getPublicationTypePubmed().contains("Practice Guideline")) {
+                publicationTypeCanonical = "Guideline";
             } else if(reCiterArticle.getPublicationTypePubmed().contains("Meta-Analysis")
                     ||
                     reCiterArticle.getPublicationTypePubmed().contains("Review")
@@ -506,6 +473,8 @@ private static void determinePublicationTypeCanonical(ReCiterArticle reCiterArti
                     ||
                     reCiterArticle.getPublicationTypePubmed().contains("Practice Guideline")) {
                 publicationTypeCanonical = "Review";
+            } else if(reCiterArticle.getPublicationTypePubmed().contains("Case Reports")) {
+                publicationTypeCanonical = "Case Report";
             } else if(reCiterArticle.getPublicationTypePubmed().contains("Journal Article")
                     ||
                     reCiterArticle.getPublicationTypePubmed().contains("Clinical Trial, Phase I")
@@ -530,8 +499,6 @@ private static void determinePublicationTypeCanonical(ReCiterArticle reCiterArti
                     ||
                     reCiterArticle.getPublicationTypePubmed().contains("Pragmatic Clinical Trial")
                     ||
-                    reCiterArticle.getPublicationTypePubmed().contains("Case Reports")
-                    ||
                     reCiterArticle.getPublicationTypePubmed().contains("Clinical Study")
                     ||
                     reCiterArticle.getPublicationTypePubmed().contains("Clinical Trial Protocol")
@@ -543,10 +510,49 @@ private static void determinePublicationTypeCanonical(ReCiterArticle reCiterArti
             } else {
                 publicationTypeCanonical = "Article";
             }
+        }
+
+
+    	if(reCiterArticle.getPublicationTypeScopus() != null && scopusArticle.getSubType() != null) {
+    		if(scopusArticle.getSubType().equalsIgnoreCase("cp")
+    				||
+    				(reCiterArticle.getArticleTitle() != null && reCiterArticle.getArticleTitle().contains("Consensus Development Conference"))
+    				||
+    				(reCiterArticle.getArticleTitle() != null && reCiterArticle.getArticleTitle().contains("Consensus Development Conference, NIH"))
+    				||
+    				(reCiterArticle.getArticleTitle() != null && reCiterArticle.getArticleTitle().contains("Address"))
+    				||
+    				(reCiterArticle.getArticleTitle() != null && reCiterArticle.getArticleTitle().contains("Clinical Conference"))
+    				||
+    				(reCiterArticle.getArticleTitle() != null && reCiterArticle.getArticleTitle().contains("Congress"))
+    				||
+    				(reCiterArticle.getArticleTitle() != null && reCiterArticle.getArticleTitle().contains("Lecture"))) {
+    			publicationTypeCanonical = "Conference Paper";
+    		} else if(scopusArticle.getSubType().equalsIgnoreCase("re")) {
+    			publicationTypeCanonical = "Review";
+    		} else if(scopusArticle.getSubType().equalsIgnoreCase("rp")) {
+    			publicationTypeCanonical = "Report";
+    		} else if(scopusArticle.getSubType().equalsIgnoreCase("ch")) {
+    			publicationTypeCanonical = "Chapter";
+    		} else if(scopusArticle.getSubType().equalsIgnoreCase("ed")) {
+    			publicationTypeCanonical = "Editorial Article";
+    		} else if(scopusArticle.getSubType().equalsIgnoreCase("ip")) {
+    			publicationTypeCanonical = "In Process";
+    		} else if(scopusArticle.getSubType().equalsIgnoreCase("bk")) {
+    			publicationTypeCanonical = "Book";
+    		} else if(scopusArticle.getSubType().equalsIgnoreCase("le")) {
+    			publicationTypeCanonical = "Letter";
+    		} else if(scopusArticle.getSubType().equalsIgnoreCase("no")) {
+    			publicationTypeCanonical = "Comment";
+    		} else if(scopusArticle.getSubType().equalsIgnoreCase("ar")) {
+    			publicationTypeCanonical = "Academic Article";
+    		} else if(scopusArticle.getSubType().equalsIgnoreCase("ab") || scopusArticle.getSubType().equalsIgnoreCase("bz") || scopusArticle.getSubType().equalsIgnoreCase("cr") || scopusArticle.getSubType().equalsIgnoreCase("sh")) {
+    			publicationTypeCanonical = "Article";
+    		}
     	}
     	reCiterArticle.setPublicationTypeCanonical(publicationTypeCanonical);
     }
-    
+	
     private static void populateFeatures(ReCiterArticle reCiterArticle, String nameIgnoredCoAuthors) {
     	List<String> ignoredCoAuthorNames = Arrays.asList(nameIgnoredCoAuthors.trim().split("\\s*,\\s*"));
     	ReCiterArticleFeatures reCiterArticleFeatures = new ReCiterArticleFeatures();