From 27eee16dcc1184f4ef7107818c5b10f55325fd50 Mon Sep 17 00:00:00 2001
From: Joaquin Torres <joaquintobrw@gmail.com>
Date: Fri, 12 Jul 2024 09:43:38 +0000
Subject: [PATCH] Update README.md

---
 README.md | 56 +++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 56 insertions(+)

diff --git a/README.md b/README.md
index 9430201..bf207ba 100644
--- a/README.md
+++ b/README.md
@@ -14,6 +14,62 @@ The study examines patients undergoing treatment for alcohol disorders, utilizin
 
 The dataset has not been provided since the authors do not have permission for its sharing from the data providers.
 
+### Patient Counts
+| **Period**       | **Medical Discharge** | **Withdrawal**  | **Total** |
+|--------------|-------------------|------------|--------|
+| Pre-pandemic | 2792              | 20069      | 22861  |
+| Post-pandemic| 1882              | 8795       | 10677  |
+| **Overall**  | 4674              | 28864      | 33538  |
+
+### List of Selected Features
+#### Individual Factors
+* Age ->
+* Sex ->
+* Num_Children ->
+* Smoking ->
+* Bio_Vulner ->
+* Opiods_DXCIE ->
+* Cannabis_DXCIE ->
+* BZD_DXCIE ->
+* Cocaine_DXCIE ->
+* Hallucin_DXCIE ->
+* Tobacco_DXCIE ->
+* Freq_1dpw ->
+* Freq_2-3dpw ->
+* Freq_4-6dpw ->
+* Freq_l1dpw ->
+* Freq_None ->
+* Freq_Everyday ->
+* Years_Drug_Use ->
+* Other_Psychiatric_DX ->
+* Previous_Treatments ->
+* Treatment_Adherence ->
+
+
+#### Social Factors
+* Education -> Maximum education level achieved by the patient. One-hot encoded into:
+    * Ed_Not_Complete_Primary
+    * Ed_Primary
+    * Ed_Secondary
+    * Ed_Secondary_Technical
+    * Ed_Tertiary
+* Social_Protection ->
+* Job Stability ->
+    * JobIn_Unstable
+    * JobIn_Stable
+    * JobIn_Unemployed
+* Housing ->
+    * Hous_Institutional
+    * Hous_Stable
+    * Hous_Unstable
+* Early_Alterations
+* Social Inclusion ->
+    * SocInc_Family_Friends
+    * SocInc_Alone
+    * SocInc_Instit
+* Risk_Stigma
+* Structural_Conflict
+
 ## Dealing with Class Imbalance
 
 One of the primary challenges we encountered was a significant class imbalance, with a higher number of patients withdrawing from treatment compared to those staying.
-- 
2.24.1