In this work we propose a method based on the Bee Colony Optimization (BCO) to find an optimal flight gate assignment for a given schedule
A logical approach to gate layout • All complementary gates may be designed using a single row of n-transistors above or below a single row of p-
GATE: Graphic Appraisal Tool for Epidemiology Graphic Architectural Tool for Epidemiology Graphic Approach To Epidemiology making epidemiology accessible
The GATE frame: • Graphic Appraisal Tool for Epidemiological studies – a framework for appraising studies • Graphic Architectural Tool for Epidemiological
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Abstract We present in this paper an application of the Constructive Genetic Algorithm (CGA) to the Linear Gate Assignment Problem (LGAP) The LGAP
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GATE: Graphic Appraisal Tool for Epidemiology Graphic Approach To Epidemiology every epidemiological study can be hung on the GATE frame
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16700_3GATE_for_Oxford_presentation_final_002.pdf 1
GATE:Graphic Appraisal Tool for Epidemiology
1991-2016
21 picture, 2 formulas & 3 acronyms
GATE:
Graphic Appraisal Tool for Epidemiology
Graphic Architectural Tool for Epidemiology
Graphic Approach To Epidemiology
making epidemiology accessible 3
4thyear medical students 1991
Jerry Morris
numerator denominator epidemiology =
In: Uses of Epidemiology 19775
Medical Student Pub crawl
Dear sir
I have just read what you said in the sunday paper
From this I can only conclude that you are some
sort of fuckwit
How dare you describe good food like butter as
poisonous
How long have you been in this country?
I bet you are one of the auckland wankers that
drive around with thier lights on presentation outline
GATE is a framework for:
1.study design
2.study analysis
3.study error
4.practicing EBM
101 picture, 2 formulas & 3 acronyms
GATE: a framework for study design
1 picture
12 every epidemiological study can be hung on the GATE frame
1 picture, 2 formulas & 3 acronyms
cohortof British doctors non-smokerssmokers lung cancer events counted yes no followedfor 10 years smoking status allocated by measurement (observation) cohort / longitudinal /follow-up study 13
1picture: GATE frame
1 picture, 2 formulas & 3 acronyms
British doctors
placeboaspirin MI yes no5 years randomly allocated to aspirin or placebo 14
1stacronym: PECOT
Participants
ComparisonExposure
Outcomes
Time P EC O T randomised controlled trial
1 picture, 2 formulas & 3 acronyms
middle-aged Americans
͚normal͛ weightoverweight
diabetes status measured in all participants yes no body mass index measured cross-sectional (prevalence) study 15 P EC OT middle-aged American women breast cancer mammogram negative yes no receive mammogram screening test diagnostictest (prediction) study mammogram positive 16 P EC OT middle-aged American women mammogram test no breast cancer positive negative
Gold Standard
diagnostic (test accuracy) study breast cancer 17 P EC OT non-smokerssmokers lung canceryes no smoking status measured case-control study 18 P EC O T cases controls (all nested in virtual cohort studies) $10,000
GATE: a framework for study analysis:
1stformula: occurrence = outcomes рpopulation
21
the numbers in epidemiological studies can be hung on the
GATE frame
1 picture, 2 formulas& 3 acronyms
British doctors
non-smokerssmokers
Lung cancer
yes no10 years smoking status measured 22
1stformula: occurrence of outcomes =
number of outcomes рnumber in population/group
Participant Population
Comparison GroupExposure Group
OutcomesTime
P EGCG O T ab
British doctors
non-smokerssmokers
Lung cancer
yes no10 years smoking status measured 23
Population
Comparison GroupExposure Group
OutcomesTime
P EGCG O T
Exposure Group Occurrence (EGO) = aрEG
= number of outcomes (a) рnumber in exposed population (EG) ab
British doctors
placeboaspirin MI yes no5years randomly allocated 24
Population
Comparison GroupExposure Group
OutcomesTime
P EGCG O T ab
Comparison Group Occurrence (CGO) = bрCG
= number of outcomes (b) рnumber in comparison population (CG) yes no 25
Epidemiology = Numerator рDenominator
Participant Population
Comparison GroupExposure Group
OutcomesTime
P EGD O TaN middle-aged American women breast cancer mammogram negative receive mammogram screening test mammogram positive
British doctors
non-smokerssmokers
Lung cancer
yes no
10 years
smoking status measured 26
the goal of all epidemiological studies is to calculate EGO and CGO P EGCG OT abEGO:
Occurrence (risk) of
cancer in smokers CGO:
Occurrence of
cancer in non- smokers
Middle-aged Americans
Low BMI High BMI
EGO:
Average blood
glucose in EG high low
Body Mass Index (BMI) measured
27
P EGCG OCGO:
Average blood
glucose in CG
Middle-aged Americans
Low BMI High BMI
blood glucosehigh low
Body Mass Index (BMI) measured
cross-sectional study with numerical measures28 P EC OT
Middle-aged American women
mammogram no Breast cancer positive negative
Gold Standard
Breast cancer
29
P EC OT EGO: likelihood of a positive mammogram if breast cancer CGO: likelihood of a positive mammogram if no breast cancer
EGO ÷CGO = Relative Risk (RR)
EGO -CGO = Risk Difference (RD)
its all about EGO and CGO measures of occurrence: risk; rate; likelihood; probability; average; incidence; prevalence 30
1stformula:
occurrence = outcomes рpopulation
GATE: framework fornonrandom error
2ndacronym: RAMBOMAN
32
Recruitment
Allocation
Maintenance
Blind
Objective
Measurements
ANalyses
1 picture, 2 formulas & 3 acronyms
RAMBOMAN
Recruitment of participants
͚who are the findings applicable to͍͛
P P
Study setting
Eligible population
33
recruitment process
EG CG
O T
RCT: allocated by randomisation
(e.gto drugs)
EG CG
O T
Cohort: allocated by
measurement(e.g. smoking)
RAMBOMAN: ͚were participants well Allocatedto
edžposure Θ comparison groups͍͛
EG & CG
similar at baseline? was Allocation to EG & CG successful? 34
E & C
measures accurate?
RAMBOMAN
EG CG
O T
͚were Participants well Maintainedin
the groups they were allocated to͍͛ P completeness of follow-up compliance contamination co-interventions 35
RAMBOMAN
EG CG
O T
͚were outcomeswell Measured͍͛
were they measured Blind to whether participant was in EG or CG? P 36
RAMBOMAN
EG CG
O T
͚were outcomeswell Measured͍͛
were they measuredObjectively? P 37
RAMBOMAN
EGCCGC
O T P 38
EGACGA
ab
͚were the ANalysesdone well͍͛
If RCT were Intention To Treat (ITT)
analyses done?
RAMBOMAN
EG CG
O T
͚were the ANalysesdone well͍͛
P adjustment for baseline differences / confounding? 39
GATE: random error: 2ndformula:
random error = 95% confidence interval 40
There is about a 95% chance that the true value in the underlying population lies within the 95% CI (assuming no non-random error)
EGO ц95% CI CGO ц95% CI
1 picture, 2 formulas& 3 acronyms
sample from a population
GATE: a framework for error in
systematic reviews & meta-analyses:
3rdacronym: FAITH
1 picture, 2 formulas & 3 acronyms
41
study sources studies appraised & allocated: includedexcluded studies summarised & pooled if homogeneous systematic review: a study of studies studies screened 42
study sources studies appraised & allocated: includedexcluded studies summarised & pooled if homogeneous studies screened critical appraisal of SR: FAITH Find
Appraise
Include
Total
Heterogeneity?
1 picture, 2 formulas& 3 acronyms
43
GATE: framework for the 4 steps of EBP
45
the steps of Evidence Based Practice (EBP): 1.Ask
2.Acquire
3. Appraise
4. Apply & Act
46
yes no 47
1. Participants
3. Comparison2. Exposure
4. Outcomes
5. Time
P EC O T
EBP Step 1: ASK-turn your question
intoa focused 5-part PECOT question
EBP Step2: ACQUIRE the evidence -use
PECOTto help choose search terms
48
yes no
Participants
ComparisonExposure
Outcomes
Time P EC O T P EC O T P E C O T
Recruitment
Allocation
Maintenance
blind objective
Measurements
ANalyses
49
EBP Step 3: APPRAISE the evidence -
with the picture, acronyms & formulas
Occurrence = outcomes ÷population
Random error = 95% Confidence Interval
APPLYthe evidence by AMALGAMATING the
relevant information & making an evidence- based decision͗͛ the X-factor
©50
51
epidemiological evidence patient͛s clinical circumstances system features values & preferences
X-factor: making evidence-based decisions
Practitioner eXpertise͗ ͚putting it all together͛ -the art of practice economic legal political person family community practitioner
Clinical expertise in the era of evidence-based medicine and patient choice. EBM 2002;736-8 (March/April)52
GATE critically appraised topic
(CATs) forms download from bottom of the
2015 web page at:
www.epiq.co.nz
GATE CAT -4-sheet workbook (in Excel)
sheet 1: GATE-Ask & Acquire 54
55
GATE CAT -3-sheet workbook (in Excel)
sheet 2: GATE-Appraise (with calculator) 56
GATE CAT -3-sheet workbook (in Excel)
sheet 3: GATE-Apply 57
GATE CAT : GATE-Appraise
(with print versions of GATE frame, calculator & text) 60