"E": """
most_recent_smoking_code = 'E' OR (
most_recent_smoking_code = 'N' AND ever_smoked
)
""",
"N": "most_recent_smoking_code = 'N' AND NOT ever_smoked",
"M": "DEFAULT"
},
most_recent_smoking_code=patients.with_these_clinical_events(
clear_smoking_codes,
find_last_match_in_period=True,
on_or_before='2020-02-01',
returning="category",
),
ever_smoked=patients.with_these_clinical_events(
filter_codes_by_category(clear_smoking_codes, include=['S', 'E']),
on_or_before='2020-02-01'
),
),
smoking_status_date=patients.with_these_clinical_events(
clear_smoking_codes,
on_or_before='2020-02-01',
return_last_date_in_period=True,
include_month=True,
),
most_recent_unclear_smoking_cat=patients.with_these_clinical_events(
unclear_smoking_codes,
find_last_match_in_period=True,
on_or_before='2020-02-01',
returning="category",
),
"ratios": {
"S": 0.6,
"E": 0.1,
"N": 0.2,
"M": 0.1
}
}
},
most_recent_smoking_code=patients.with_these_clinical_events(
clear_smoking_codes,
find_last_match_in_period=True,
on_or_before="2020-02-29",
returning="category",
),
ever_smoked=patients.with_these_clinical_events(
filter_codes_by_category(clear_smoking_codes, include=["S", "E"]),
on_or_before="2020-02-29",
),
),
smoking_status_date=patients.with_these_clinical_events(
clear_smoking_codes,
on_or_before="2020-02-29",
return_last_date_in_period=True,
include_month=True,
return_expectations={"date": {
"latest": "2020-02-29"
}},
),
#### HIGH DOSE ICS
high_dose_ics=patients.with_these_medications(
high_dose_ics_med_codes,
def test_filter_codes_by_category():
codes = codelist([("1", "A"), ("2", "B"), ("3", "A"), ("4", "C")], "ctv3")
filtered = filter_codes_by_category(codes, include=["B", "C"])
assert filtered.system == codes.system
assert filtered == [("2", "B"), ("4", "C")]