## 4 Therapeutic Success Is a Condition of Psychosocial Support  
Of the 4104 patients, 99.78% were monitored to assess treatment adherence, with 98.95% benefiting from financial support. Psychological and social assistance was offered to 90.64% and 91.01% of patients, respectively. Peer-to-peer support activities were provided to 14.38% of patients, and other community support activities to 3.24% (Table 8). The applied logistic regression models revealed that the patient's age has a positive effect on the chances of the patient being declared cured at the end of the analyzed period, keeping under control all other factors included in the analysis. In addition, the chances increase by almost 300% if the patient is diagnosed with extrapulmonary TB. The chances of treatment success decrease if the patient is male, unemployed, or inactive in the labor market. The overall performance of the models was assessed at approximately 70-73% accuracy, indicating a decent ability to predict treatment success. These classification \begin{table}
\begin{tabular}{l l l l l l l} \hline \hline \multicolumn{1}{c}{**TB (1-6 TB-DS, 7–8 TB-DR)**} & \multicolumn{3}{c}{**Labor Market Status**} & \multicolumn{1}{c}{**Total**} \\ \cline{3-6} \multicolumn{1}{c}{**N**} & & **N/A** & **Employee** & **Inactive** & **Unemployed** & **Total** \\ \hline \multirow{4}{*}{\begin{tabular}{l} **TB-DR** \\ **(N1 = 217)** \\ \end{tabular} } & \multirow{4}{*}{\begin{tabular}{l} **Treatment** \\ **evaluation** \\ \end{tabular} } & **26** & **884** & **3011** & **183** & **4104** \\ \cline{3-6}  & & Lost to follow-up & & 4.3\% & 3.1\% & & 3.2\% \\ \cline{3-6}  & & Continuous treatment & 100.0\% & 37.0\% & 37.4\% & 42.9\% & 37.8\% \\ \cline{3-6}  & & Death & & 2.2\% & 14.1\% & & 11.1\% \\ \cline{3-6}  & & Treatment failed & & & 0.6\% & & 0.5\% \\ \cline{3-6}  & & Treatment completed & & 2.2\% & 10.4\% & & 8.3\% \\ \cline{3-6}  & & Cured & & 54.3\% & 34.4\% & 57.1\% & 39.2\% \\ \cline{3-6}  & **N1** & & **1** & **46** & **163** & **7** & **217** \\ \hline \multirow{4}{*}{\
\begin{tabular}{l} **TB-DS** \\ **(N2 = 3887)** \\ \end{tabular} } & \multirow{4}{*}{
\begin{tabular}{l} **Treatment** \\ **evaluation** \\ \end{tabular} } & Lost to follow-up & & 0.8\% & 2.0\% & 4.0\% & 1.9\% \\ \cline{3-6}  & & Continuous treatment & 36.0\% & 20.2\% & 22.0\% & 30.7\% & 22.1\% \\ \cline{3-6}  & & Death & 8.0\% & 2.4\% & 4.7\% & 2.8\% & 4.1\% \\ \cline{3-6}  & & Treatment failed & & 0.4\% & 0.5\% & 0.6\% & 0.4\% \\ \cline{3-6}  & & Treatment completed & 12.0\% & 17.7\% & 17.6\% & 13.6\% & 17.4\% \\ \cline{3-6}  & & Cured & 44.0\% & 58.6\% & 53.3\% & 48.3\% & 54.1\% \\ \cline{3-6}  & **N2** & & **25** & **838** & **2848** & **176** & **3887** \\ \hline \hline \end{tabular}
\end{table} 
Table 7: Sample structure according to TB type, treatment evaluation, and labor market status (LM). \begin{table}
\begin{tabular}{l l l} \hline \hline
**Support Services Provided** & & **(\% _From N = 4104_)** \\ \hline Adherence monitoring & 4095 & 99.78\% \\ \hline Financial support & 4061 & 98.95\% \\ \hline Peer-to-peer support & 590 & 14.38\% \\ \hline Psychological support & 3720 & 90.64\% \\ \hline Social assistance & 3735 & 91.01\% \\ \hline Community support services & 133 & 3.24\% \\ \hline \hline \end{tabular}
\end{table} 
Table 8: Proportion of support services provided to tuberculosis patients in the study. percentages are relatively good, considering that most of the patients in the study are from vulnerable groups, and treatment success depends not only on the variables included in the models, but also on factors that were not taken into account (comorbidities, personal adherence to treatment, individual psychological factors). The results suggest that the models have a reasonable performance considering the diversity of variables involved and the complexity of the patients studied and can also be used to make predictions about the success of anti-TB treatment in the populations studied.