diff --git a/docs/modules/generate.md b/docs/modules/generate.md
index de1cac1..2e7f5ad 100644
--- a/docs/modules/generate.md
+++ b/docs/modules/generate.md
@@ -30,7 +30,7 @@ Provide the data required for your `dataset_description` file in this paramater.
 | ------ | ------------- | -------- | ------------------------------------------ |
 | Object | {}            | yes      | Data object following the required schemas |
 
-More information about the required data can be found in the [dataset_description](../schemas/dataset_description.md) schema.
+More information about the required data can be found in the [dataset_description](https://github.com/AI-READI/pyfairdatatools/blob/main/pyfairdatatools/schemas/dataset_description.schema.json) schema.
 
 ##### file_path
 
@@ -60,9 +60,9 @@ Provide the file type of the file where you want to save the generated dataset_d
 from pyfairdatatools import generate
 
 data  = {
-    "Title": "My Dataset",
-    "Identifier": "10.5281/zenodo.1234567",
-    "IdentifierType": "DOI"
+    "title": "My Dataset",
+    "identifier": "10.5281/zenodo.1234567",
+    "identifierType": "DOI"
 }
 
 output = generate.generate_dataset_description(data = data, file_path = "dataset_description.json", file_type = "json")
@@ -74,6 +74,10 @@ print(output)  # dataset_description.json
 
 You can call the `generate_study_description` method to generate a study_description file.
 
+#### Generate Study Description from Clinical Trial integration
+
+You can call the `generate_study_description_from_clinical_trials` method to generate an initial study_description file.
+
 #### Parameters
 
 ##### data
@@ -84,7 +88,7 @@ Provide the data required for your `study_description` file in this paramater.
 | ------ | ------------- | -------- | ------------------------------------------ |
 | Object | {}            | yes      | Data object following the required schemas |
 
-More information about the required data can be found in the [study_description](../schemas/study_description.md) schema.
+More information about the required data can be found in the [study_description](https://github.com/AI-READI/pyfairdatatools/blob/main/pyfairdatatools/schemas/study_description.schema.json) schema.
 
 ##### file_path
 
@@ -114,9 +118,9 @@ Provide the file type of the file where you want to save the generated study_des
 from pyfairdatatools import generate
 
 data  = {
-    "Title": "My Dataset",
-    "Identifier": "10.5281/zenodo.1234567",
-    "IdentifierType": "DOI"
+    "title": "My Dataset",
+    "identifier": "10.5281/zenodo.1234567",
+    "identifierType": "DOI"
 }
 
 output = generate.generate_study_description(data = data, file_path = "study_description.json", file_type = "json")
@@ -138,7 +142,7 @@ Provide the data required for your readme file in this paramater.
 | ------ | ------------- | -------- | ------------------------------------------ |
 | Object | {}            | yes      | Data object following the required schemas |
 
-More information about the required data can be found in the [readme](../schemas/readme.md) schema.
+More information about the required data can be found in the [readme](https://github.com/AI-READI/pyfairdatatools/blob/main/pyfairdatatools/schemas/readme.schema.json) schema.
 
 ##### file_path
 
diff --git a/docs/modules/validate.md b/docs/modules/validate.md
index 9639d09..5ee5de2 100644
--- a/docs/modules/validate.md
+++ b/docs/modules/validate.md
@@ -30,9 +30,9 @@ Provide the data required for your `dataset_description` file in this paramater.
 | ------ | ------------- | -------- | ------------------------------------------ |
 | Object | {}            | yes      | Data object following the required schemas |
 
-More information about the required data can be found in the [dataset_description](https://github.com/AI-READI/high-level-dataset-structure/blob/specifications/main/v1.0.0/schemas/dataset_description.schema.json) schema.
+More information about the required data can be found in the [dataset_description](https://github.com/AI-READI/pyfairdatatools/blob/main/pyfairdatatools/schemas/dataset_description.schema.json) schema.
 
-You can the hosted validator [here](https://www.jsonschemavalidator.net/s/makBzCFq) if you want a better understanding or visualization of the schema for the input.
+You can the hosted validator [here](https://www.jsonschemavalidator.net/s/Uaohwh1p) if you want a better understanding or visualization of the schema for the input.
 
 #### Returns
 
@@ -46,9 +46,9 @@ You can the hosted validator [here](https://www.jsonschemavalidator.net/s/makBzC
 from pyfairdatatools import validate
 
 data  = {
-    "Title": "My Dataset",
-    "Identifier": "10.5281/zenodo.1234567",
-    "IdentifierType": "DOI"
+    "title": "My Dataset",
+    "identifier": "10.5281/zenodo.1234567",
+    "identifierType": "DOI"
 }
 
 output = validate.validate_dataset_description(data = data)
@@ -70,9 +70,9 @@ Provide the data required for your `study_description` file in this paramater.
 | ------ | ------------- | -------- | ------------------------------------------ |
 | Object | {}            | yes      | Data object following the required schemas |
 
-More information about the required data can be found in the [study_description](https://github.com/AI-READI/high-level-dataset-structure/blob/specifications/main/v1.0.0/schemas/dataset_description.schema.json) schema.
+More information about the required data can be found in the [study_description](https://github.com/AI-READI/pyfairdatatools/blob/main/pyfairdatatools/schemas/study_description.schema.json) schema.
 
-You can the hosted validator [here](https://www.jsonschemavalidator.net/s/cmkkqm9P) if you want a better understanding or visualization of the schema for the input.
+You can host the validator [here](https://www.jsonschemavalidator.net/s/pfpR4Klf) if you want a better understanding or visualization of the schema for the input.
 
 #### Returns
 
@@ -110,9 +110,9 @@ Provide the data required for your `README` file in this paramater.
 | ------ | ------------- | -------- | ------------------------------------------ |
 | Object | {}            | yes      | Data object following the required schemas |
 
-More information about the required data can be found in the [README](../schemas/README.md) schema.
+More information about the required data can be found in the [README](https://github.com/AI-READI/pyfairdatatools/blob/main/pyfairdatatools/schemas/readme.schema.json) schema.
 
-You can the hosted validator [here](https://www.jsonschemavalidator.net/s/aNSmlcv1) if you want a better understanding or visualization of the schema for the input.
+You can host the validator [here](https://www.jsonschemavalidator.net/s/qGe6d1wH) if you want a better understanding or visualization of the schema for the input.
 
 #### Returns
 
@@ -126,9 +126,9 @@ You can the hosted validator [here](https://www.jsonschemavalidator.net/s/aNSmlc
 from pyfairdatatools import validate
 
 data  = {
-    "Title": "My Dataset",
-    "Identifier": "10.5281/zenodo.1234567",
-    "Version": "1.0.0",
+    "title": "My Dataset",
+    "identifier": "10.5281/zenodo.1234567",
+    "version": "1.0.0",
 }
 
 output = validate.validate_readme(data = data)
@@ -184,9 +184,9 @@ Provide the data required for your `participants.tsv` file in this paramater.
 | ------ | ------------- | -------- | ------------------------------------------ |
 | Object | {}            | yes      | Data object following the required schemas |
 
-More information about the required data can be found in the [participants](../schemas/participants.md) schema.
+More information about the required data can be found in the [participants](https://github.com/AI-READI/pyfairdatatools/blob/main/pyfairdatatools/schemas/participants.schema.json) schema.
 
-You can the hosted validator [here](https://www.jsonschemavalidator.net/s/aNSmlcv1) if you want a better understanding or visualization of the schema for the input.
+You can host the validator [here](https://www.jsonschemavalidator.net/s/AGbykeCI) if you want a better understanding or visualization of the schema for the input.
 
 #### Returns
 
diff --git a/pyfairdatatools/schemas/participants.schema.json b/pyfairdatatools/schemas/participants.schema.json
index 5bea664..4ffaff1 100644
--- a/pyfairdatatools/schemas/participants.schema.json
+++ b/pyfairdatatools/schemas/participants.schema.json
@@ -1,7 +1,7 @@
 {
   "$schema": "https://json-schema.org/draft/2020-12/schema",
   "$id": "https://schema.aireadi.org/files/participants.json",
-  "title": "README",
+  "title": "Participants",
   "description": "Additional text here",
   "type": "array",
   "items": {