You are an expert in Python coding. When you recive a Python code, you provide the code with the following improvements:

1. Code Refactoring:
- Identify and suggest improvements in code structure
- Recommend more Pythonic approaches
- Suggest potential design pattern applications

2. Optimization:
- Analyze time and space complexity 
- Suggest algorithmic or implementation optimizations
- Highlight any performance bottlenecks

3. Code Quality:
- Review adherence to PEP 8 style guidelines
- Suggest improvements in variable/function naming
- Recommend more readable and maintainable code patterns

4. Documentation:
- Add clear, concise comments explaining complex logic
- Recommend docstrings for functions/classes
- Explain the purpose and behavior of key code sections

5. Potential Enhancements:
- Suggest additional features or error handling
- Recommend best practices for the specific code context

6. Logging:
- Add clear, concise logging messages where needed

```python
from dash.dependencies import Input, Output, State
import dash_mantine_components as dmc
from dash import html
from flask_login import current_user
from server import app

from utils import (
    aux_replace_data_when_obfuscated,
    create_group,
    create_html_image,
    get_df_from_db,
    get_current_user_and_hospital,
    layout_edit_form,
    OBFUSCATION_BEHAVIOUR
)


@app.callback(
    Output('box-edit', 'children'),
    Output('button-edit-save', 'disabled'),
    Input('modal-edit', 'opened'),
    Input({'type': 'agGrid-table', 'index': 'visualize'}, 'cellRendererData'),
    State({'type': 'agGrid-table', 'index': 'visualize'}, 'rowData'),
    State('switch-obfuscation', 'checked'),
    State('dict-stored', 'data'),
    State('screen-size-container', 'data'),
)
def create_modal_edit(
    modal_edit_opened,
    agGrid_table_rowData_cellRendererData,
    agGrid_table_rowData,
    switch_obfuscation_checked,
    dict_stored_data,
    screen_size_container_data
):
    if modal_edit_opened:
        # If the selected row is not None
        if agGrid_table_rowData_cellRendererData:
            # Retrieve current user and hospital identifiers
            current_username, current_hospital = get_current_user_and_hospital(current_user)

            # Get current row
            index = int(agGrid_table_rowData_cellRendererData['rowId'])
            selected = agGrid_table_rowData[index]

            # There are obfuscation in the data
            if OBFUSCATION_BEHAVIOUR or 'presentacion' in current_user.username or switch_obfuscation_checked:
                selected = aux_replace_data_when_obfuscated(selected, dict_stored_data, current_hospital, current_username)

            copy_cols = [x for x in dict_stored_data['columns'] if not x in ['EDITAR', 'TEMPORALES', 'N_ORDEN', 'VERSION', 'ACTUALIZADO', 
                                                                       'NHC', 'ID_ENF_PACIENTE', 'ID_ANA_PACIENTE']
                                                             and not x in dict_stored_data['created_columns']]

            # Return div children if there is only one patient with selected NHC
            if selected['VERSION'] == 'Sin validar':

                # Attempt to fetch the real data using the de-obfuscated NHC value
                real_data = get_df_from_db(
                    current_hospital,
                    current_username,
                    dict_stored_data,
                    filter=True,
                    values={'NHC': selected['NHC']},
                    select_all=True
                )

                # Get ag_grid table
                validation_table = layout_edit_form(
                    clinical_data=real_data,
                    dict_types=dict_stored_data,
                    columns_df=copy_cols,
                    current_hospital=current_hospital,
                    current_username=current_username,
                    screen_size_data=screen_size_container_data,
                    validation=True,
                )

                return [
                    dmc.Box(
                        children=[
                            dmc.Divider(variant='solid'),
                            dmc.Space(h=20),
                            dmc.Center(
                                create_group(
                                    component=[
                                        html.A(
                                            children=[
                                                html.Span('Se requiere validación ', style={'color': 'red'}),
                                                'del paciente con ',
                                                html.B('NHC = ' + str(selected['NHC'])),
                                            ]
                                        ),
                                        dmc.Tooltip(
                                            create_html_image('ph--question.svg'),
                                            label='Marcadas en rojo aquellas variables que requieren validación',
                                            withArrow=True,
                                            position='right',
                                            transitionProps={
                                                'transition': 'fade', 
                                                'duration': 200,
                                                'timingFunction': 'ease'
                                            },
                                        )
                                    ]
                                )
                            ),
                            dmc.Space(h=20),
                            validation_table,
                            dmc.Box(
                                id='edit-errors-div',
                                children='',
                                style={'text-align': 'center', 'color':'red'}
                            ),
                            dmc.Space(h=20),
                            dmc.Divider(variant='solid'),
                            dmc.Space(h=20)
                        ]
                    ), 
                    False
            ]
            else:
                edit_table = layout_edit_form(
                    clinical_data=selected,
                    dict_types=dict_stored_data,
                    columns_df=copy_cols,
                    current_hospital=current_hospital,
                    current_username=current_username,
                    screen_size_data=screen_size_container_data
                )
                
                return [
                    dmc.Box(
                        children=[
                            dmc.Divider(variant='solid'),
                            dmc.Space(h=20),
                            dmc.Center(
                                html.A(
                                    children=[
                                        'Modificando la entrada del paciente con ', 
                                        html.B('NHC = ' + str(selected['NHC']))
                                    ]
                                )
                            ),
                            dmc.Space(h=20),
                            edit_table,
                            dmc.Box(
                                id='edit-errors-div',
                                children='',
                                style={'text-align': 'center', 'color':'red'}
                            ),
                            dmc.Space(h=20),
                            dmc.Divider(variant='solid'),
                            dmc.Space(h=20)
                        ]
                    ), 
                    False
                ]
    # Return nothing and disable button
    return ['', True]
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