From 268933204f353c595d8b020b639d6b649d904d20 Mon Sep 17 00:00:00 2001
From: Joaquin Torres <joaquintobrw@gmail.com>
Date: Mon, 15 Jul 2024 11:54:41 +0000
Subject: [PATCH] Update README.md

---
 README.md | 44 +++++++++++++++++++++++---------------------
 1 file changed, 23 insertions(+), 21 deletions(-)

diff --git a/README.md b/README.md
index 1d5786f..eb1b371 100644
--- a/README.md
+++ b/README.md
@@ -23,27 +23,29 @@ The dataset has not been provided since the authors do not have permission for i
 
 ### 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 ->
+* Age -> Age at which the patient started the first treatment.
+* Sex -> Male or Female.
+* Num_Children.
+* Smoking ->  Whether patient is a tobacco smoker (with abuse or dependence) at the time of starting treatment.
+* Bio_Vulner ->  If the patient presents biological vulnerability, identified by the presence of 2 or more diagnoses of addictive disorders (substance use or behavioral).
+* X_DXCIE ->  Evaluates the presence of diagnoses (abuse or dependence) of addictive disorders, assessed according to the ICD (International Classification of Diseases).
+    * Opiods_DXCIE.
+    * Cannabis_DXCIE.
+    * BZD_DXCIE.
+    * Cocaine_DXCIE.
+    * Hallucin_DXCIE.
+    * Tobacco_DXCIE.
+* Frequency ->  Frequency with which patients have used their primary drug during the 30 days prior to starting treatment. One-hot encoded into:
+    * Freq_1dpw.
+    * Freq_2-3dpw.
+    * Freq_4-6dpw.
+    * Freq_l1dpw.
+    * Freq_None.
+    * Freq_Everyday.
+* Years_Drug_Use -> Number of years the patient has been using their primary drug.
+* Other_Psychiatric_DX -> Patients who are diagnosed with other psychiatric disorders.
+* Previous_Treatments -> Whether patients have undergone treatments prior to the one currently being analyzed.
+* Treatment_Adherence -> Ratio of the number of attended appointments to the number of scheduled appointments associated with the patient's treatment.
 
 
 #### Social Factors
-- 
2.24.1