diff --git a/mimic-iii/concepts/severityscores/sirs.sql b/mimic-iii/concepts/severityscores/sirs.sql
index 9de5bcff..e13096ef 100644
--- a/mimic-iii/concepts/severityscores/sirs.sql
+++ b/mimic-iii/concepts/severityscores/sirs.sql
@@ -88,7 +88,7 @@ left join `physionet-data.mimiciii_derived.labs_first_day` l
   , case
       when wbc_min <  4.0  then 1
       when wbc_max > 12.0  then 1
-      when bands_max > 10 then 1-- > 10% immature neurophils (band forms)
+      when bands_max > 10 then 1 -- > 10% immature neutrophils (band forms)
       when coalesce(wbc_min, bands_max) is null then null
       else 0
     end as wbc_score
@@ -97,7 +97,7 @@ left join `physionet-data.mimiciii_derived.labs_first_day` l
 )
 select
   ie.subject_id, ie.hadm_id, ie.icustay_id
-  -- Combine all the scores to get SOFA
+  -- Combine all component scores to get SIRS
   -- Impute 0 if the score is missing
   , coalesce(temp_score,0)
   + coalesce(heartrate_score,0)
diff --git a/mimic-iii/concepts_postgres/severityscores/sirs.sql b/mimic-iii/concepts_postgres/severityscores/sirs.sql
index 1a34cc28..5a3f3fed 100644
--- a/mimic-iii/concepts_postgres/severityscores/sirs.sql
+++ b/mimic-iii/concepts_postgres/severityscores/sirs.sql
@@ -58,7 +58,7 @@ WITH bg AS (
       WHEN wbc_max > 12.0
       THEN 1
       WHEN bands_max > 10
-      THEN 1 /* > 10% immature neurophils (band forms) */
+      THEN 1 /* > 10% immature neutrophils (band forms) */
       WHEN COALESCE(wbc_min, bands_max) IS NULL
       THEN NULL
       ELSE 0
@@ -68,7 +68,7 @@ WITH bg AS (
 SELECT
   ie.subject_id,
   ie.hadm_id,
-  ie.icustay_id, /* Combine all the scores to get SOFA */ /* Impute 0 if the score is missing */
+  ie.icustay_id, /* Combine all component scores to get SIRS */ /* Impute 0 if the score is missing */
   COALESCE(temp_score, 0) + COALESCE(heartrate_score, 0) + COALESCE(resp_score, 0) + COALESCE(wbc_score, 0) AS sirs,
   temp_score,
   heartrate_score,
diff --git a/mimic-iv/concepts/score/sirs.sql b/mimic-iv/concepts/score/sirs.sql
index ca4a933e..c0e86b62 100644
--- a/mimic-iv/concepts/score/sirs.sql
+++ b/mimic-iv/concepts/score/sirs.sql
@@ -76,7 +76,7 @@ WITH scorecomp AS (
         , CASE
             WHEN wbc_min < 4.0 THEN 1
             WHEN wbc_max > 12.0 THEN 1
-            WHEN bands_max > 10 THEN 1-- > 10% immature neurophils (band forms)
+            WHEN bands_max > 10 THEN 1 -- > 10% immature neutrophils (band forms)
             WHEN COALESCE(wbc_min, bands_max) IS NULL THEN NULL
             ELSE 0
         END AS wbc_score
@@ -86,7 +86,7 @@ WITH scorecomp AS (
 
 SELECT
     ie.subject_id, ie.hadm_id, ie.stay_id
-    -- Combine all the scores to get SOFA
+    -- Combine all component scores to get SIRS
     -- Impute 0 if the score is missing
     , COALESCE(temp_score, 0)
     + COALESCE(heart_rate_score, 0)
diff --git a/mimic-iv/concepts_postgres/score/sirs.sql b/mimic-iv/concepts_postgres/score/sirs.sql
index b1b28667..af10c491 100644
--- a/mimic-iv/concepts_postgres/score/sirs.sql
+++ b/mimic-iv/concepts_postgres/score/sirs.sql
@@ -54,7 +54,7 @@ WITH scorecomp AS (
       WHEN wbc_max > 12.0
       THEN 1
       WHEN bands_max > 10
-      THEN 1 /* > 10% immature neurophils (band forms) */
+      THEN 1 /* > 10% immature neutrophils (band forms) */
       WHEN COALESCE(wbc_min, bands_max) IS NULL
       THEN NULL
       ELSE 0
@@ -64,7 +64,7 @@ WITH scorecomp AS (
 SELECT
   ie.subject_id,
   ie.hadm_id,
-  ie.stay_id, /* Combine all the scores to get SOFA */ /* Impute 0 if the score is missing */
+  ie.stay_id, /* Combine all component scores to get SIRS */ /* Impute 0 if the score is missing */
   COALESCE(temp_score, 0) + COALESCE(heart_rate_score, 0) + COALESCE(resp_score, 0) + COALESCE(wbc_score, 0) AS sirs,
   temp_score,
   heart_rate_score,