From 03f3007a131cae2c21985d01c9e571d955f057e0 Mon Sep 17 00:00:00 2001
From: Adam Black <ablack3@gmail.com>
Date: Sun, 9 Jun 2019 11:03:26 -0400
Subject: [PATCH] fixed iss body region issue. Extremities region was being
 mapped to general body region for gem_max and gem_min methods as well as for
 the icd 9 to ais lookup table. This was a bug in the program that should be
 fixed.

---
 R/sysdata.rda                                 |  Bin 56702 -> 56413 bytes
 lookup_tables/i10_map_max.csv                 | 7676 ++++++++---------
 lookup_tables/i10_map_min.csv                 | 7676 ++++++++---------
 lookup_tables/ntab_s1.csv                     | 1068 +--
 .../create etab_s1 ntab_s1.R                  |    8 +-
 .../create i10_map_min i10_map_max.R          |   12 +-
 prelim/create sysdata.R                       |   14 +-
 prelim/mapping functions.R                    |    3 +-
 prelim/speedup.R                              |   55 +
 9 files changed, 8293 insertions(+), 8219 deletions(-)
 create mode 100644 prelim/speedup.R

diff --git a/R/sysdata.rda b/R/sysdata.rda
index f06d11396ab58d11b7301cd4a69f5df1f2704377..da064a3af5028aa18e908bb418d60d51843eb0a4 100644
GIT binary patch
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diff --git a/lookup_tables/i10_map_max.csv b/lookup_tables/i10_map_max.csv
index 6d0359c..d78600e 100644
--- a/lookup_tables/i10_map_max.csv
+++ b/lookup_tables/i10_map_max.csv
@@ -125,9 +125,9 @@ S0122XA,1,General
 S0123XA,1,General
 S0124XA,1,General
 S0125XA,1,General
-S01301A,1,2
-S01302A,1,2
-S01309A,1,2
+S01301A,1,Face
+S01302A,1,Face
+S01309A,1,Face
 S01311A,1,Face
 S01312A,1,Face
 S01319A,1,Face
@@ -218,11 +218,11 @@ S028XXA,2,Face
 S0291XA,2,Head/Neck
 S0292XA,2,Face
 S030XXA,2,Face
-S031XXA,3,General
+S031XXA,3,Extremities
 S032XXA,1,Face
 S034XXA,1,Face
-S038XXA,1,1
-S039XXA,1,General
+S038XXA,1,Head/Neck
+S039XXA,1,Extremities
 S04011A,2,Head/Neck
 S04012A,2,Head/Neck
 S04019A,2,Head/Neck
@@ -288,7 +288,7 @@ S0572XA,2,Face
 S058X1A,1,Face
 S058X2A,1,Face
 S058X9A,1,Face
-S0590XA,1,2
+S0590XA,1,Face
 S0591XA,1,Face
 S0592XA,1,Face
 S060X0A,2,Head/Neck
@@ -510,11 +510,11 @@ S09311A,2,Face
 S09312A,2,Face
 S09313A,2,Face
 S09319A,2,Face
-S09391A,2,2
-S09392A,2,2
-S09399A,2,2
-S098XXA,5,1
-S0990XA,5,1
+S09391A,2,Face
+S09392A,2,Face
+S09399A,2,Face
+S098XXA,5,Head/Neck
+S0990XA,5,Head/Neck
 S0991XA,1,General
 S0992XA,1,Face
 S0993XA,1,Face
@@ -1041,7 +1041,7 @@ S2242XA,4,Chest
 S2243XA,4,Chest
 S2249XA,2,Chest
 S225XXA,4,Chest
-S229XXA,2,General
+S229XXA,2,Extremities
 S230XXA,2,Chest
 S23100A,2,Chest
 S23101A,2,Chest
@@ -1109,7 +1109,7 @@ S242XXA,2,Chest
 S243XXA,2,Abdomen
 S244XXA,2,Abdomen
 S248XXA,2,Abdomen
-S249XXA,2,3
+S249XXA,2,Chest
 S2500XA,5,Chest
 S2501XA,5,Chest
 S2502XA,5,Chest
@@ -1254,9 +1254,9 @@ S28229A,1,General
 S29001A,1,Chest
 S29002A,1,Chest
 S29009A,1,Chest
-S29011A,1,General
-S29012A,1,General
-S29019A,1,General
+S29011A,1,Extremities
+S29012A,1,Extremities
+S29019A,1,Extremities
 S29021A,1,Chest
 S29022A,1,Chest
 S29029A,1,Chest
@@ -1328,17 +1328,17 @@ S3095XA,1,General
 S3096XA,1,General
 S3097XA,1,General
 S3098XA,1,General
-S31000A,1,5
+S31000A,1,Extremities
 S31001A,3,Abdomen
-S31010A,1,5
+S31010A,1,Extremities
 S31011A,3,Abdomen
-S31020A,2,5
+S31020A,2,Extremities
 S31021A,3,Abdomen
-S31030A,1,5
+S31030A,1,Extremities
 S31031A,3,Abdomen
-S31040A,2,5
+S31040A,2,Extremities
 S31041A,3,Abdomen
-S31050A,1,5
+S31050A,1,Extremities
 S31051A,3,Abdomen
 S31100A,1,Abdomen
 S31101A,1,Abdomen
@@ -1508,116 +1508,116 @@ S32051A,2,Abdomen
 S32052A,2,Abdomen
 S32058A,2,Abdomen
 S32059A,2,Abdomen
-S3210XA,2,General
-S32110A,2,General
-S32111A,2,General
-S32112A,2,General
-S32119A,2,General
-S32120A,2,General
-S32121A,2,General
-S32122A,2,General
-S32129A,2,General
-S32130A,2,General
-S32131A,2,General
-S32132A,2,General
-S32139A,2,General
-S3214XA,2,General
-S3215XA,2,General
-S3216XA,2,General
-S3217XA,2,General
-S3219XA,2,General
-S322XXA,2,General
-S32301A,2,General
-S32302A,2,General
-S32309A,2,General
-S32311A,2,General
-S32312A,2,General
-S32313A,2,General
-S32314A,2,General
-S32315A,2,General
-S32316A,2,General
-S32391A,2,General
-S32392A,2,General
-S32399A,2,General
-S32401A,2,General
-S32402A,2,General
-S32409A,2,General
-S32411A,2,General
-S32412A,2,General
-S32413A,2,General
-S32414A,2,General
-S32415A,2,General
-S32416A,2,General
-S32421A,2,General
-S32422A,2,General
-S32423A,2,General
-S32424A,2,General
-S32425A,2,General
-S32426A,2,General
-S32431A,2,General
-S32432A,2,General
-S32433A,2,General
-S32434A,2,General
-S32435A,2,General
-S32436A,2,General
-S32441A,2,General
-S32442A,2,General
-S32443A,2,General
-S32444A,2,General
-S32445A,2,General
-S32446A,2,General
-S32451A,2,General
-S32452A,2,General
-S32453A,2,General
-S32454A,2,General
-S32455A,2,General
-S32456A,2,General
-S32461A,2,General
-S32462A,2,General
-S32463A,2,General
-S32464A,2,General
-S32465A,2,General
-S32466A,2,General
-S32471A,2,General
-S32472A,2,General
-S32473A,2,General
-S32474A,2,General
-S32475A,2,General
-S32476A,2,General
-S32481A,2,General
-S32482A,2,General
-S32483A,2,General
-S32484A,2,General
-S32485A,2,General
-S32486A,2,General
-S32491A,2,General
-S32492A,2,General
-S32499A,2,General
-S32501A,2,General
-S32502A,2,General
-S32509A,2,General
-S32511A,2,General
-S32512A,2,General
-S32519A,2,General
-S32591A,2,General
-S32592A,2,General
-S32599A,2,General
-S32601A,2,General
-S32602A,2,General
-S32609A,2,General
-S32611A,2,General
-S32612A,2,General
-S32613A,2,General
-S32614A,2,General
-S32615A,2,General
-S32616A,2,General
-S32691A,2,General
-S32692A,2,General
-S32699A,2,General
-S32810A,4,General
-S32811A,4,General
-S3289XA,2,General
-S329XXA,2,General
+S3210XA,2,Extremities
+S32110A,2,Extremities
+S32111A,2,Extremities
+S32112A,2,Extremities
+S32119A,2,Extremities
+S32120A,2,Extremities
+S32121A,2,Extremities
+S32122A,2,Extremities
+S32129A,2,Extremities
+S32130A,2,Extremities
+S32131A,2,Extremities
+S32132A,2,Extremities
+S32139A,2,Extremities
+S3214XA,2,Extremities
+S3215XA,2,Extremities
+S3216XA,2,Extremities
+S3217XA,2,Extremities
+S3219XA,2,Extremities
+S322XXA,2,Extremities
+S32301A,2,Extremities
+S32302A,2,Extremities
+S32309A,2,Extremities
+S32311A,2,Extremities
+S32312A,2,Extremities
+S32313A,2,Extremities
+S32314A,2,Extremities
+S32315A,2,Extremities
+S32316A,2,Extremities
+S32391A,2,Extremities
+S32392A,2,Extremities
+S32399A,2,Extremities
+S32401A,2,Extremities
+S32402A,2,Extremities
+S32409A,2,Extremities
+S32411A,2,Extremities
+S32412A,2,Extremities
+S32413A,2,Extremities
+S32414A,2,Extremities
+S32415A,2,Extremities
+S32416A,2,Extremities
+S32421A,2,Extremities
+S32422A,2,Extremities
+S32423A,2,Extremities
+S32424A,2,Extremities
+S32425A,2,Extremities
+S32426A,2,Extremities
+S32431A,2,Extremities
+S32432A,2,Extremities
+S32433A,2,Extremities
+S32434A,2,Extremities
+S32435A,2,Extremities
+S32436A,2,Extremities
+S32441A,2,Extremities
+S32442A,2,Extremities
+S32443A,2,Extremities
+S32444A,2,Extremities
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+S32456A,2,Extremities
+S32461A,2,Extremities
+S32462A,2,Extremities
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 S33100A,2,Abdomen
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@@ -1629,14 +1629,14 @@ S33130A,2,Abdomen
 S33131A,2,Abdomen
 S33140A,2,Abdomen
 S33141A,2,Abdomen
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 S3401XA,3,Abdomen
 S3402XA,3,Abdomen
 S34101A,3,Abdomen
@@ -1667,7 +1667,7 @@ S344XXA,2,Abdomen
 S345XXA,2,Abdomen
 S346XXA,2,Abdomen
 S348XXA,2,Abdomen
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 S3500XA,4,Abdomen
 S3501XA,4,Abdomen
 S3502XA,4,Abdomen
@@ -1953,9 +1953,9 @@ S383XXA,1,General
 S39001A,1,Abdomen
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 S39003A,1,General
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 S39021A,1,Abdomen
 S39022A,1,Abdomen
 S39023A,1,Abdomen
@@ -2055,255 +2055,255 @@ S41149A,2,General
 S41151A,1,General
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 S41159A,1,General
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 S43201A,2,Chest
 S43202A,2,Chest
 S43203A,2,Chest
@@ -2322,264 +2322,264 @@ S43223A,2,Chest
 S43224A,2,Chest
 S43225A,2,Chest
 S43226A,2,Chest
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+S99922A,1,Extremities
+S99929A,1,Extremities
 T2000XA,NA,General
 T20011A,NA,General
 T20012A,NA,General
@@ -6688,14 +6688,14 @@ T22291A,NA,General
 T22292A,NA,General
 T22299A,NA,General
 T2230XA,NA,General
-T22311A,NA,General
-T22312A,NA,General
+T22311A,NA,Extremities
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 T22319A,NA,General
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 T22329A,NA,General
-T22331A,NA,General
-T22332A,NA,General
+T22331A,NA,Extremities
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 T22339A,NA,General
 T22341A,NA,General
 T22342A,NA,General
@@ -6706,8 +6706,8 @@ T22359A,NA,General
 T22361A,NA,General
 T22362A,NA,General
 T22369A,NA,General
-T22391A,NA,General
-T22392A,NA,General
+T22391A,NA,Extremities
+T22392A,NA,Extremities
 T22399A,NA,General
 T2240XA,NA,General
 T22411A,NA,General
@@ -6776,14 +6776,14 @@ T22691A,NA,General
 T22692A,NA,General
 T22699A,NA,General
 T2270XA,NA,General
-T22711A,NA,General
-T22712A,NA,General
+T22711A,NA,Extremities
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 T22719A,NA,General
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 T22729A,NA,General
-T22731A,NA,General
-T22732A,NA,General
+T22731A,NA,Extremities
+T22732A,NA,Extremities
 T22739A,NA,General
 T22741A,NA,General
 T22742A,NA,General
@@ -6794,8 +6794,8 @@ T22759A,NA,General
 T22761A,NA,General
 T22762A,NA,General
 T22769A,NA,General
-T22791A,NA,General
-T22792A,NA,General
+T22791A,NA,Extremities
+T22792A,NA,Extremities
 T22799A,NA,General
 T23001A,NA,General
 T23002A,NA,General
@@ -6878,32 +6878,32 @@ T23279A,NA,General
 T23291A,NA,General
 T23292A,NA,General
 T23299A,NA,General
-T23301A,NA,General
-T23302A,NA,General
+T23301A,NA,Extremities
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 T23309A,NA,General
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 T23319A,NA,General
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 T23329A,NA,General
-T23331A,NA,General
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 T23339A,NA,General
-T23341A,NA,General
-T23342A,NA,General
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 T23349A,NA,General
-T23351A,NA,General
-T23352A,NA,General
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 T23359A,NA,General
-T23361A,NA,General
-T23362A,NA,General
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 T23369A,NA,General
-T23371A,NA,General
-T23372A,NA,General
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 T23379A,NA,General
-T23391A,NA,General
-T23392A,NA,General
+T23391A,NA,Extremities
+T23392A,NA,Extremities
 T23399A,NA,General
 T23401A,NA,General
 T23402A,NA,General
@@ -6986,32 +6986,32 @@ T23679A,NA,General
 T23691A,NA,General
 T23692A,NA,General
 T23699A,NA,General
-T23701A,NA,General
-T23702A,NA,General
+T23701A,NA,Extremities
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 T23709A,NA,General
-T23711A,NA,General
-T23712A,NA,General
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 T23719A,NA,General
-T23721A,NA,General
-T23722A,NA,General
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 T23729A,NA,General
-T23731A,NA,General
-T23732A,NA,General
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+T23732A,NA,Extremities
 T23739A,NA,General
-T23741A,NA,General
-T23742A,NA,General
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 T23749A,NA,General
-T23751A,NA,General
-T23752A,NA,General
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 T23759A,NA,General
-T23761A,NA,General
-T23762A,NA,General
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 T23769A,NA,General
-T23771A,NA,General
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 T23779A,NA,General
-T23791A,NA,General
-T23792A,NA,General
+T23791A,NA,Extremities
+T23792A,NA,Extremities
 T23799A,NA,General
 T24001A,NA,General
 T24002A,NA,General
@@ -7058,8 +7058,8 @@ T24239A,NA,General
 T24291A,NA,General
 T24292A,NA,General
 T24299A,NA,General
-T24301A,NA,General
-T24302A,NA,General
+T24301A,NA,Extremities
+T24302A,NA,Extremities
 T24309A,NA,General
 T24311A,NA,General
 T24312A,NA,General
@@ -7067,11 +7067,11 @@ T24319A,NA,General
 T24321A,NA,General
 T24322A,NA,General
 T24329A,NA,General
-T24331A,NA,General
-T24332A,NA,General
+T24331A,NA,Extremities
+T24332A,NA,Extremities
 T24339A,NA,General
-T24391A,NA,General
-T24392A,NA,General
+T24391A,NA,Extremities
+T24392A,NA,Extremities
 T24399A,NA,General
 T24401A,NA,General
 T24402A,NA,General
@@ -7118,8 +7118,8 @@ T24639A,NA,General
 T24691A,NA,General
 T24692A,NA,General
 T24699A,NA,General
-T24701A,NA,General
-T24702A,NA,General
+T24701A,NA,Extremities
+T24702A,NA,Extremities
 T24709A,NA,General
 T24711A,NA,General
 T24712A,NA,General
@@ -7127,11 +7127,11 @@ T24719A,NA,General
 T24721A,NA,General
 T24722A,NA,General
 T24729A,NA,General
-T24731A,NA,General
-T24732A,NA,General
+T24731A,NA,Extremities
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 T24739A,NA,General
-T24791A,NA,General
-T24792A,NA,General
+T24791A,NA,Extremities
+T24792A,NA,Extremities
 T24799A,NA,General
 T25011A,NA,General
 T25012A,NA,General
@@ -7172,14 +7172,14 @@ T25299A,NA,General
 T25311A,NA,General
 T25312A,NA,General
 T25319A,NA,General
-T25321A,NA,General
-T25322A,NA,General
+T25321A,NA,Extremities
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 T25329A,NA,General
-T25331A,NA,General
-T25332A,NA,General
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 T25339A,NA,General
-T25391A,NA,General
-T25392A,NA,General
+T25391A,NA,Extremities
+T25392A,NA,Extremities
 T25399A,NA,General
 T25411A,NA,General
 T25412A,NA,General
@@ -7220,14 +7220,14 @@ T25699A,NA,General
 T25711A,NA,General
 T25712A,NA,General
 T25719A,NA,General
-T25721A,NA,General
-T25722A,NA,General
+T25721A,NA,Extremities
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 T25729A,NA,General
-T25731A,NA,General
-T25732A,NA,General
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 T25739A,NA,General
-T25791A,NA,General
-T25792A,NA,General
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+T25792A,NA,Extremities
 T25799A,NA,General
 T2600XA,NA,General
 T2601XA,NA,General
diff --git a/lookup_tables/i10_map_min.csv b/lookup_tables/i10_map_min.csv
index 86baf87..0671909 100644
--- a/lookup_tables/i10_map_min.csv
+++ b/lookup_tables/i10_map_min.csv
@@ -125,9 +125,9 @@ S0122XA,1,General
 S0123XA,1,General
 S0124XA,1,General
 S0125XA,1,General
-S01301A,1,2
-S01302A,1,2
-S01309A,1,2
+S01301A,1,Face
+S01302A,1,Face
+S01309A,1,Face
 S01311A,1,Face
 S01312A,1,Face
 S01319A,1,Face
@@ -218,11 +218,11 @@ S028XXA,2,Face
 S0291XA,2,Head/Neck
 S0292XA,2,Face
 S030XXA,2,Face
-S031XXA,3,General
+S031XXA,3,Extremities
 S032XXA,1,Face
 S034XXA,1,Face
-S038XXA,1,1
-S039XXA,1,General
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+S039XXA,1,Extremities
 S04011A,2,Head/Neck
 S04012A,2,Head/Neck
 S04019A,2,Head/Neck
@@ -288,7 +288,7 @@ S0572XA,2,Face
 S058X1A,1,Face
 S058X2A,1,Face
 S058X9A,1,Face
-S0590XA,1,2
+S0590XA,1,Face
 S0591XA,1,Face
 S0592XA,1,Face
 S060X0A,2,Head/Neck
@@ -510,11 +510,11 @@ S09311A,1,Face
 S09312A,1,Face
 S09313A,1,Face
 S09319A,1,Face
-S09391A,1,2
-S09392A,1,2
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-S0990XA,1,1
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+S098XXA,1,Head/Neck
+S0990XA,1,Head/Neck
 S0991XA,1,General
 S0992XA,1,Face
 S0993XA,1,Face
@@ -1041,7 +1041,7 @@ S2242XA,2,Chest
 S2243XA,2,Chest
 S2249XA,2,Chest
 S225XXA,4,Chest
-S229XXA,2,General
+S229XXA,2,Extremities
 S230XXA,2,Chest
 S23100A,2,Chest
 S23101A,2,Chest
@@ -1109,7 +1109,7 @@ S242XXA,2,Chest
 S243XXA,2,Abdomen
 S244XXA,2,Abdomen
 S248XXA,2,Abdomen
-S249XXA,2,3
+S249XXA,2,Chest
 S2500XA,5,Chest
 S2501XA,5,Chest
 S2502XA,5,Chest
@@ -1254,9 +1254,9 @@ S28229A,1,General
 S29001A,1,Chest
 S29002A,1,Chest
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-S29011A,1,General
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-S29019A,1,General
+S29011A,1,Extremities
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 S29021A,1,Chest
 S29022A,1,Chest
 S29029A,1,Chest
@@ -1328,17 +1328,17 @@ S3095XA,1,General
 S3096XA,1,General
 S3097XA,1,General
 S3098XA,1,General
-S31000A,1,5
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 S31001A,3,Abdomen
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-S31050A,1,5
+S31050A,1,Extremities
 S31051A,3,Abdomen
 S31100A,1,Abdomen
 S31101A,1,Abdomen
@@ -1508,116 +1508,116 @@ S32051A,2,Abdomen
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@@ -1629,14 +1629,14 @@ S33130A,2,Abdomen
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-S332XXA,2,General
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@@ -1667,7 +1667,7 @@ S344XXA,2,Abdomen
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-S349XXA,2,5
+S349XXA,2,Extremities
 S3500XA,4,Abdomen
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 S3502XA,4,Abdomen
@@ -1953,9 +1953,9 @@ S383XXA,1,General
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 S39021A,1,Abdomen
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@@ -2055,255 +2055,255 @@ S41149A,2,General
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 S43202A,2,Chest
 S43203A,2,Chest
@@ -2322,264 +2322,264 @@ S43223A,2,Chest
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@@ -6986,32 +6986,32 @@ T23679A,NA,General
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@@ -7058,8 +7058,8 @@ T24239A,NA,General
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@@ -7118,8 +7118,8 @@ T24639A,NA,General
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@@ -7127,11 +7127,11 @@ T24719A,NA,General
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@@ -7172,14 +7172,14 @@ T25299A,NA,General
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@@ -7220,14 +7220,14 @@ T25699A,NA,General
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diff --git a/lookup_tables/ntab_s1.csv b/lookup_tables/ntab_s1.csv
index 191e7a7..d40579d 100644
--- a/lookup_tables/ntab_s1.csv
+++ b/lookup_tables/ntab_s1.csv
@@ -369,8 +369,8 @@
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@@ -450,338 +450,338 @@
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+"8362",2,"Extremities"
+"8363",2,"Extremities"
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 "83900",2,"Head/Neck"
 "83901",2,"Head/Neck"
 "83902",2,"Head/Neck"
@@ -805,75 +805,75 @@
 "83930",2,"Abdomen"
 "83931",2,"Chest"
 "83940",2,"Chest"
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+"83942",3,"Extremities"
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@@ -883,9 +883,9 @@
 "84841",1,"Chest"
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@@ -1303,70 +1303,70 @@
 "88012",2,"General"
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 "90001",3,"Head/Neck"
 "90002",2,"Head/Neck"
@@ -1424,31 +1424,31 @@
 "90289",3,"Abdomen"
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-"90301",2,"General"
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@@ -1482,7 +1482,7 @@
 "9130",1,"General"
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@@ -1492,8 +1492,8 @@
 "9140",1,"General"
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@@ -1503,7 +1503,7 @@
 "9151",1,"General"
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 "9153",2,"General"
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 "9156",1,"General"
 "9157",1,"General"
@@ -1589,29 +1589,29 @@
 "92619",2,"Chest"
 "9268",6,"Chest"
 "9269",1,"Chest"
-"92700",3,"General"
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+"9290",2,"Extremities"
+"9299",6,"Extremities"
 "9400",9,"General"
 "9401",9,"General"
 "9402",9,"Face"
@@ -1761,14 +1761,14 @@
 "94345",9,"General"
 "94346",9,"General"
 "94349",9,"General"
-"94350",9,"General"
-"94351",9,"General"
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 "94400",9,"General"
 "94401",9,"General"
 "94402",9,"General"
@@ -1814,15 +1814,15 @@
 "94446",9,"General"
 "94447",9,"General"
 "94448",9,"General"
-"94450",9,"General"
-"94451",9,"General"
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+"94457",9,"Extremities"
+"94458",9,"Extremities"
 "94500",9,"General"
 "94501",9,"General"
 "94502",9,"General"
@@ -1863,14 +1863,14 @@
 "94545",9,"General"
 "94546",9,"General"
 "94549",9,"General"
-"94550",9,"General"
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-"94559",9,"General"
+"94559",9,"Extremities"
 "9460",9,"General"
 "9461",9,"General"
 "9462",9,"General"
@@ -1997,24 +1997,24 @@
 "9541",2,"Abdomen"
 "9548",2,"Abdomen"
 "9549",2,"Abdomen"
-"9550",2,"General"
-"9551",2,"General"
-"9552",2,"General"
-"9553",2,"General"
-"9554",2,"General"
-"9555",2,"General"
-"9556",1,"General"
-"9557",2,"General"
-"9558",2,"General"
-"9559",1,"General"
-"9560",2,"General"
-"9561",2,"General"
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-"9563",2,"General"
-"9564",2,"General"
-"9565",2,"General"
-"9568",2,"General"
-"9569",2,"General"
+"9550",2,"Extremities"
+"9551",2,"Extremities"
+"9552",2,"Extremities"
+"9553",2,"Extremities"
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+"9555",2,"Extremities"
+"9556",1,"Extremities"
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+"9564",2,"Extremities"
+"9565",2,"Extremities"
+"9568",2,"Extremities"
+"9569",2,"Extremities"
 "9570",2,"Head/Neck"
 "9571",2,"Head/Neck"
 "9578",1,"Head/Neck"
@@ -2027,11 +2027,11 @@
 "95913",1,"Abdomen"
 "95914",1,"Abdomen"
 "95919",1,"General"
-"9592",1,"General"
-"9593",1,"General"
-"9594",2,"General"
-"9595",1,"General"
-"9596",1,"General"
-"9597",1,"General"
+"9592",1,"Extremities"
+"9593",1,"Extremities"
+"9594",2,"Extremities"
+"9595",1,"Extremities"
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+"9597",1,"Extremities"
 "9598",1,"General"
 "9599",1,"General"
diff --git a/prelim/create etab_s1 ntab_s1/create etab_s1 ntab_s1.R b/prelim/create etab_s1 ntab_s1/create etab_s1 ntab_s1.R
index d815670..2d4a3eb 100644
--- a/prelim/create etab_s1 ntab_s1/create etab_s1 ntab_s1.R	
+++ b/prelim/create etab_s1 ntab_s1/create etab_s1 ntab_s1.R	
@@ -18,10 +18,14 @@ ntab_s1[which(ntab_s1$dx == 85011), "severity"] <- 2
 ntab_s1[which(ntab_s1$dx == 8628), "severity"] <- 5
 
 # convert issbr to character : make sure map_issbr function is loaded.
-ntab_s1 <- ntab_s1 %>% rowwise() %>% mutate(issbr2 = map_issbr(issbr))
+ntab_s1 <-
+      ntab_s1 %>%
+      rowwise() %>%
+      mutate(issbr2 = map_issbr(issbr)) %>%
+      ungroup()
 
 # check conversion
-ntab_s1 %>% select(starts_with("issbr")) %>% unique()
+count(ntab_s1, issbr, issbr2)
 
 # drop original and convert to dataframe (not tibble)
 ntab_s1 <- ntab_s1 %>% select(-issbr) %>% rename(issbr = issbr2) %>%  as.data.frame()
diff --git a/prelim/create i10_map_min i10_map_max/create i10_map_min i10_map_max.R b/prelim/create i10_map_min i10_map_max/create i10_map_min i10_map_max.R
index e115108..0234cfc 100644
--- a/prelim/create i10_map_min i10_map_max/create i10_map_min i10_map_max.R	
+++ b/prelim/create i10_map_min i10_map_max/create i10_map_min i10_map_max.R	
@@ -95,7 +95,7 @@ gemconflicts <- gem2 %>%
 # how many i10 codes do we need to map manually?
 length(unique(gemconflicts$i10))
 # 47 codes
-
+# now looks like 123 codes... Not sure why that changed.
 
 
 # manually assign body region when there is a comflict using this rule:
@@ -113,7 +113,8 @@ map_br <- function(desc){
       else if(grepl(" ear| eye",desc)){ br <- 2}
       else if(grepl("thorax", desc)){ br <- 3}
       else if(grepl("pelvis|lower limb|thigh|knee|lower leg|ankle|foot|toe|upper limb|upper arm|elbow|forearm|wrist|hand|palm|finger|thumb", desc)){ br <- 5}
-      br
+      # map_issbr is defined in the mapping functions R script. It maps the numeric code to a text description.
+      map_issbr(br)
 }
 
 # test mapping function
@@ -127,6 +128,7 @@ gem2 <- left_join(gem2, gemconflicts[ , c("i10", "new_br")], by = "i10")
 
 sum(!is.na(gem2$new_br))
 # 373 rows in the GEM have non-missing new body region values
+# June 2019 update - 1057 rows now.
 
 # just check that there are only 47 codes with non missing new body region
 gem2 %>%
@@ -134,7 +136,7 @@ gem2 %>%
       .[["i10"]] %>%
       unique() %>%
       length()
-
+# June 2019 - 123 codes
 
 # only use new body region if there is a conflict
 gem2 <- gem2 %>% mutate(new_br2 = ifelse(is.na(new_br), issbr, new_br))
@@ -226,6 +228,10 @@ gem3_min$severity <- ifelse(gem3_min$severity == 9, NA, gem3_min$severity)
 unique(gem3_max$severity)
 unique(gem3_min$severity)
 
+# check iss body region distribution
+count(gem3_max, issbr)
+count(gem3_min, issbr)
+
 # output
 write_csv(gem3_min, "./lookup_tables/i10_map_min.csv")
 write_csv(gem3_max, "./lookup_tables/i10_map_max.csv")
diff --git a/prelim/create sysdata.R b/prelim/create sysdata.R
index daa49fe..c305cc8 100644
--- a/prelim/create sysdata.R	
+++ b/prelim/create sysdata.R	
@@ -2,7 +2,7 @@
 # read in lookup tables from the lookup tables folder and save add them to the package sysdata object
 
 library(dplyr)
-rm(list = ls())
+
 list.files("./lookup_tables")
 
 sev_cc <- c("character", "integer", "character")
@@ -27,6 +27,14 @@ i10_ecode <- read.csv("./lookup_tables/i10_ecode.csv", stringsAsFactors = F, col
 # Original ecode mapping changed to text instead of numeric codes
 etab_s1 <- read.csv("./lookup_tables/etab_s1.csv", stringsAsFactors = F, colClasses = "character")
 
+# check frequencies of issbr
+library(purrr)
+library(dplyr)
+l <- lst(i10_map_emp, i10_map_roc, i10_map_max, i10_map_min, ntab_s1)
+n <- names(l)
+map2(l, n, ~count(.x, issbr, name = .y)) %>%
+      reduce(full_join, by = "issbr")
+
 
 # check col classes. These must ultimately be the same so they can be combined with rbind().
 
@@ -56,7 +64,7 @@ head(rbind(etab_s1, i10_ecode))
 # no errors
 
 # create internal data
-devtools::use_data(
+usethis::use_data(
       i10_map_min,
       i10_map_max,
       i10_map_emp,
@@ -72,5 +80,5 @@ devtools::use_data(
 head(i10_map_emp)
 
 # add prelim directory to r build ignore
-devtools::use_build_ignore("prelim")
+usethis::use_build_ignore("prelim")
 
diff --git a/prelim/mapping functions.R b/prelim/mapping functions.R
index 2e645b0..ab28594 100644
--- a/prelim/mapping functions.R	
+++ b/prelim/mapping functions.R	
@@ -57,7 +57,8 @@ map_issbr <- function(i){
       else if(i==2) "Face"
       else if(i==3) "Chest"
       else if(i==4) "Abdomen"
-      else if(i %in% c(5,6)) "General"
+      else if(i==5) "Extremities"
+      else if(i==6) "General"
       else "Unknown"
 }
 
diff --git a/prelim/speedup.R b/prelim/speedup.R
new file mode 100644
index 0000000..75f6c37
--- /dev/null
+++ b/prelim/speedup.R
@@ -0,0 +1,55 @@
+
+# this is the section that needs optimizing!
+devtools::load_all()
+etab <- rbind(etab_s1, i10_ecode)
+
+
+
+df <- data.frame(key = 1:9,
+           dx1 = c("R65.21", "S02.40EA", "R78.81", "K85.90", "Z68.44", "Z68.1", "Z79.4", "R33.9", "R09.02"),
+           dx2 = c("R13.10", "N17.9", "R53.1", "R31.9", "Z92.241", "R29.810", "R33.9", "Q76.2", "Z90.710"),
+           dx3 = c("Z90.13", "R56.9", "M71.22", "R13.10", "N17.9", "R04.0", "M19.90", "R00.0", "Z87.891"),
+           dx4 = c("I10", "Z85.820", "J96.90", "G89.11", "K92.2", "Z85.43", "N39.0", "J96.90", "H35.00"),
+           dx5 = c("G10", "J90", "Z66", "F32.9",  "K76.0", "Z85.3", "N18.9", "J69.0", "E88.09"),
+           dx6 = c("J45.909", "R91.1", "E87.5", "F10.221", "Z51.5", "I82.4Z2", "N17.9", "E87.6", "J81.1"),
+           dx7 = c("R50.9", "N39.0", "J44.9", "K57.30", "E87.2", "I10", "I10", "E83.51", "F05"),
+           dx8 = c("I11.0", "I46.9", "R06.82", "G89.11", "K21.9", "E88.09", "E83.42", "E87.5", "E86.9"),
+           dx9 = c("I10", "E83.42", "J86.9", "G81.94", "R00.1", "E83.39", "F32.9", "E83.52", "E87.3"), stringsAsFactors = F)
+
+# get ecode column names
+ecode_colnames <- paste0("ecode_", 1:4)
+
+#create ecode columns
+df[ , ecode_colnames] <- NA
+
+# for each row extract the first 4 ecodes and add them to the e-code columns
+# icd10 e-codes do not start with E.
+
+# get a list of all ecodes (includes icd10 code if requested)
+ecode_regex <- paste0("^", etab$dx, collapse = "|")
+
+profvis::profvis({
+df[ , ecode_colnames] <- t(apply(df, 1, function(row){
+      # remove decimal
+      row <- sub("\\.", "", row)
+      # get all e codes using pattern matching
+      row_ecodes <- stringr::str_extract(as.character(unlist(row)), ecode_regex)
+      # row_ecodes <- grep(ecode_regex, as.character(unlist(row)), value = T) #1370
+      # remove na values
+      row_ecodes <- na.omit(row_ecodes)
+      # save first 4 Ecodes
+      row_ecodes[1:4]
+}))
+
+})
+grep(ecode_regex, sub("\\.", "", as.character(df[6,-1])), value = T)
+
+grep(ecode_regex, c("X600", "X53", "hi","Y82"), value = T)
+
+as.matrix(df[,-1]) %>%
+      t() %>%
+      .[,]
+      stringr::str_extract( ecode_regex)
+{.}
+
+