From 01481396e56bba5b3913b05be8c5ef0d8916ef3b Mon Sep 17 00:00:00 2001
From: Amrit K <amritk@vectorinstitute.ai>
Date: Tue, 7 Nov 2023 14:39:19 -0500
Subject: [PATCH 1/2] Update links to model report html files

---
 README.md                                                   | 2 +-
 docs/source/tutorials/kaggle/heart_failure_prediction.ipynb | 2 +-
 docs/source/tutorials/nihcxr/cxr_classification.ipynb       | 2 +-
 docs/source/tutorials/synthea/los_prediction.ipynb          | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 405352354..311033aa9 100644
--- a/README.md
+++ b/README.md
@@ -20,7 +20,7 @@
     * Chest X-ray classification
 * `evaluate` - Evaluate models on clinical prediction tasks
 * `monitor` - Detect dataset shift relevant for clinical use cases
-* `report` - Create [model report cards](https://vectorinstitute.github.io/cyclops/api/tutorials/kaggle/model_card.html) for clinical ML models
+* `report` - Create [model report cards](https://vectorinstitute.github.io/cyclops/api/tutorials/nihcxr/nihcxr_report_periodic.html) for clinical ML models
 
 ``cyclops`` also provides a library of end-to-end use cases on clinical datasets such as
 
diff --git a/docs/source/tutorials/kaggle/heart_failure_prediction.ipynb b/docs/source/tutorials/kaggle/heart_failure_prediction.ipynb
index b921ff863..40aad9a51 100644
--- a/docs/source/tutorials/kaggle/heart_failure_prediction.ipynb
+++ b/docs/source/tutorials/kaggle/heart_failure_prediction.ipynb
@@ -1211,7 +1211,7 @@
     "tags": []
    },
    "source": [
-    "You can view the generated HTML [report](./model_card.html)."
+    "You can view the generated HTML [report](./heart_failure_report_periodic.html)."
    ]
   }
  ],
diff --git a/docs/source/tutorials/nihcxr/cxr_classification.ipynb b/docs/source/tutorials/nihcxr/cxr_classification.ipynb
index 921311294..1c1dbaaad 100644
--- a/docs/source/tutorials/nihcxr/cxr_classification.ipynb
+++ b/docs/source/tutorials/nihcxr/cxr_classification.ipynb
@@ -626,7 +626,7 @@
    "id": "d7545d39",
    "metadata": {},
    "source": [
-    "You can view the generated HTML [report](./model_card.html)."
+    "You can view the generated HTML [report](./nihcxr_report_periodic.html)."
    ]
   }
  ],
diff --git a/docs/source/tutorials/synthea/los_prediction.ipynb b/docs/source/tutorials/synthea/los_prediction.ipynb
index 4eacc6c15..ba6c7a496 100644
--- a/docs/source/tutorials/synthea/los_prediction.ipynb
+++ b/docs/source/tutorials/synthea/los_prediction.ipynb
@@ -1489,7 +1489,7 @@
    "id": "0d953f1b-845d-424e-b8b6-d782973d9e84",
    "metadata": {},
    "source": [
-    "You can view the generated HTML [report](./model_card.html)."
+    "You can view the generated HTML [report](./length_of_stay_report_periodic.html)."
    ]
   }
  ],

From 38884df40e870bcc957b46fbdaaa6e33a91b560a Mon Sep 17 00:00:00 2001
From: Amrit K <amritk@vectorinstitute.ai>
Date: Tue, 7 Nov 2023 14:40:00 -0500
Subject: [PATCH 2/2] Update RST file

---
 docs/source/intro.rst | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/source/intro.rst b/docs/source/intro.rst
index 125c6e38c..36c728c5a 100644
--- a/docs/source/intro.rst
+++ b/docs/source/intro.rst
@@ -25,7 +25,7 @@ models for healthcare. It provides a few high-level APIs namely:
 -  ``evaluate`` - Evaluate models on clinical prediction tasks
 -  ``monitor`` - Detect dataset shift relevant for clinical use cases
 -  ``report`` - Create `model report
-   cards <https://vectorinstitute.github.io/cyclops/api/tutorials/kaggle/model_card.html>`__
+   cards <https://vectorinstitute.github.io/cyclops/api/tutorials/nihcxr/nihcxr_report_periodic.html>`__
    for clinical ML models
 
 ``cyclops`` also provides a library of end-to-end use cases on clinical
@@ -73,7 +73,7 @@ Multiple extras could also be combined, for example to install with both
    python3 -m pip install 'pycyclops[report,models]'
 
 🧑🏿‍💻 Developing
-=============
+=======================
 
 Using poetry
 ------------