[SOLVED] selenium.common.exceptions.StaleElementReferenceException

I am doing web scraping using selenium in python with the following code:

from selenium import webdriver
from webdriver_manager.chrome import ChromeDriverManager
from selenium.webdriver.common.by import By
from selenium.webdriver.chrome.service import Service
from selenium.webdriver.chrome.options import Options
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.common import exceptions

def get_all_search_details(URL):
    SEARCH_RESULTS = {}

    options = Options()
    options.headless = True

    options.add_argument("--remote-debugging-port=9222") #
    options.add_argument("--no-sandbox")
    options.add_argument("--disable-gpu")
    options.add_argument("--disable-dev-shm-usage")
    options.add_argument("--disable-extensions")
    options.add_experimental_option("excludeSwitches", ["enable-automation"])
    options.add_experimental_option('useAutomationExtension', False)
    
    driver = webdriver.Chrome(service=Service(ChromeDriverManager().install()), options=options)
    
    driver.get(URL)
    print(f"Scraping {driver.current_url}")
    try:
        medias = WebDriverWait(driver,timeout=5,).until(EC.presence_of_all_elements_located((By.CLASS_NAME, 'result-row')))
    except exceptions.StaleElementReferenceException as e:
        print(f">> {type(e).__name__}: {e.args}")
        return
    except exceptions.NoSuchElementException as e:
        print(f">> {type(e).__name__}: {e.args}")
        return
    except exceptions.TimeoutException as e:
        print(f">> {type(e).__name__}: {e.args}")
        return
    except exceptions.WebDriverException as e:
        print(f">> {type(e).__name__}: {e.args}")
        return
    except exceptions.SessionNotCreatedException as e:
        print(f">> {type(e).__name__}: {e.args}")
        return
    except Exception as e:
        print(f">> {type(e).__name__} line {e.__traceback__.tb_lineno} of {__file__}: {e.args}")
        return
    except:
        print(f">> General Exception: {URL}")
        return

    for media_idx, media_elem in enumerate(medias):
        outer_html = media_elem.get_attribute('outerHTML')      
        result = scrap_newspaper(outer_html) # some external functions
        SEARCH_RESULTS[f"result_{media_idx}"] = result
    return SEARCH_RESULTS

if __name__ == '__main__':
    in_url = "https://digi.kansalliskirjasto.fi/clippings?query=isokyr%C3%B6&categoryId=12&orderBy=RELEVANCE&page=3&resultMode=THUMB"
    my_res = get_all_search_details(in_url)

I applied several try except mentioned in documentation to ensure I would not get trapped in selenium exceptions, however, here is the error I obtained:

Traceback (most recent call last):
  File "nationalbiblioteket_logs.py", line 277, in <module>
    run()
  File "nationalbiblioteket_logs.py", line 264, in run
    all_queries(file_=get_query_log(QUERY=args.query),
  File "nationalbiblioteket_logs.py", line 219, in all_queries
    df = pd.DataFrame( df.apply( check_urls, axis=1, ) )    
  File "/home/xenial/anaconda3/envs/py37/lib/python3.7/site-packages/pandas/core/frame.py", line 8740, in apply
    return op.apply()
  File "/home/xenial/anaconda3/envs/py37/lib/python3.7/site-packages/pandas/core/apply.py", line 688, in apply
    return self.apply_standard()
  File "/home/xenial/anaconda3/envs/py37/lib/python3.7/site-packages/pandas/core/apply.py", line 812, in apply_standard
    results, res_index = self.apply_series_generator()
  File "/home/xenial/anaconda3/envs/py37/lib/python3.7/site-packages/pandas/core/apply.py", line 828, in apply_series_generator
    results[i] = self.f(v)
  File "nationalbiblioteket_logs.py", line 218, in <lambda>
    check_urls = lambda INPUT_DF: analyze_(INPUT_DF)
  File "nationalbiblioteket_logs.py", line 201, in analyze_
    df["search_results"] = get_all_search_details(in_url)
  File "/home/xenial/WS_Farid/DARIAH-FI/url_scraping.py", line 68, in get_all_search_details
    outer_html = media_elem.get_attribute('outerHTML')
  File "/home/xenial/anaconda3/envs/py37/lib/python3.7/site-packages/selenium/webdriver/remote/webelement.py", line 174, in get_attribute
    self, name)
  File "/home/xenial/anaconda3/envs/py37/lib/python3.7/site-packages/selenium/webdriver/remote/webdriver.py", line 494, in execute_script
    'args': converted_args})['value']
  File "/home/xenial/anaconda3/envs/py37/lib/python3.7/site-packages/selenium/webdriver/remote/webdriver.py", line 429, in execute
    self.error_handler.check_response(response)
  File "/home/xenial/anaconda3/envs/py37/lib/python3.7/site-packages/selenium/webdriver/remote/errorhandler.py", line 243, in check_response
    raise exception_class(message, screen, stacktrace)
selenium.common.exceptions.StaleElementReferenceException: Message: stale element reference: element is not attached to the page document
  (Session info: headless chrome=110.0.5481.30)

What am I doing wrong in my python script which causes such exception? I want to return None and get out of function in case such exception occurs.

Here are some more details regarding libraries I use:

>>> selenium.__version__
'4.5.0'
>>> webdriver_manager.__version__
'3.8.4'

selenium.common.exceptions.StaleElementReferenceException | python