diff --git a/rules/features.smk b/rules/features.smk
index c27db7e8..5e349f1a 100644
--- a/rules/features.smk
+++ b/rules/features.smk
@@ -331,18 +331,20 @@ rule preprocess_esm:
         provider_key="{provider_key}",
         sensor_key="phone_esm",
         scales=lambda wildcards: config["PHONE_ESM"]["PROVIDERS"][wildcards.provider_key.upper()]["SCALES"]
-    output: "data/interim/{pid}/phone_esm_features/phone_esm_clean_{provider_key}.csv"
+    output: "data/interim/{pid}/phone_esm_clean.csv"
     script:
         "../src/features/phone_esm/straw/preprocess.py"
 
 rule esm_features:
     input:
-        sensor_data = "data/interim/{pid}/phone_esm_{feature}_clean.csv",
+        sensor_data = "data/interim/{pid}/phone_esm_clean.csv",
         time_segments_labels = "data/interim/time_segments/{pid}_time_segments_labels.csv"
     params:
+        provider = lambda wildcards: config["PHONE_ESM"]["PROVIDERS"][wildcards.provider_key.upper()],
+        provider_key = "{provider_key}",
         sensor_key = "phone_esm",
-        questionnaire_name = "{feature}"
-    output: "data/processed/{pid}/phone_esm_{feature}_features.csv"
+        scales=lambda wildcards: config["PHONE_ESM"]["PROVIDERS"][wildcards.provider_key.upper()]["SCALES"]
+    output: "data/interim/{pid}/phone_esm_features/phone_esm_clean_{provider_key}.csv"
     script:
         "../src/features/entry.R"