"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="2019-02-01",
returning="category",
),
ever_smoked=patients.with_these_clinical_events(
filter_codes_by_category(clear_smoking_codes, include=["S", "E"]),
on_or_before="2019-02-01",
),
),
smoking_status_date=patients.with_these_clinical_events(
clear_smoking_codes,
on_or_before="2019-02-01",
return_last_date_in_period=True,
include_month=True,
),
chronic_respiratory_disease=patients.with_these_clinical_events(
chronic_respiratory_disease_codes,
return_first_date_in_period=True,
include_month=True,
return_expectations={"date": {
"latest": "2019-01-31"
"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"}},
# ),
### GP CONSULTATION RATE
gp_consult_count=patients.with_gp_consultations(
between=["2019-03-01", "2020-02-29"],
returning="number_of_matches_in_period",
return_expectations={
),
stroke_hospital=patients.admitted_to_hospital(
with_these_diagnoses=stroke_hospital,
between=["index_date", "last_day_of_month(index_date)"],
return_expectations={"incidence": 0.05},
),
stroke_ons=patients.with_these_codes_on_death_certificate(
stroke_hospital,
between=["index_date", "last_day_of_month(index_date)"],
return_expectations={"incidence": 0.05},
),
),
DVT=patients.satisfying(
"dvt_gp OR dvt_hospital OR dvt_ons",
dvt_gp=patients.with_these_clinical_events(
filter_codes_by_category(vte_codes_gp, include=["dvt"]),
between=["index_date", "last_day_of_month(index_date)"],
return_expectations={"incidence": 0.05},
),
dvt_hospital=patients.admitted_to_hospital(
with_these_diagnoses=filter_codes_by_category(vte_codes_hospital,
include=["dvt"]),
between=["index_date", "last_day_of_month(index_date)"],
return_expectations={"incidence": 0.05},
),
dvt_ons=patients.with_these_codes_on_death_certificate(
filter_codes_by_category(vte_codes_hospital, include=["dvt"]),
between=["index_date", "last_day_of_month(index_date)"],
return_expectations={"incidence": 0.05},
),
),
