g35-final-project / g35-raw-dataset.csv
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ENCOUNTERCLASS,DESCRIPTION,BASE_ENCOUNTER_COST,TOTAL_CLAIM_COST,PAYER_COVERAGE,PATIENT_AGE,OBS_Height,OBS_,OBS_DrugScreen,OBS_BodyTemp,OBS_PainScore,OBS_DBP,OBS_HbA1c,OBS_BloodHgb,OBS_SerumGlucose,OBS_FEV1/FVC,OBS_Symptom,OBS_LVEF,OBS_SaO2,OBS_DeathCause,OBS_BloodGlucose,OBS_PregnancyTest,OBS_ForearmBoneDensity,NUM_PROCEDURES,HAS_CONDITION,COND_TEXT_LEN,REASON_GROUP,REASONDESCRIPTION_LABEL,ENCOUNTERCLASS_LABEL,LOG_CLAIM_COST
wellness,Well child visit (procedure),136.8,1044.65,-0.3210173917402381,-1.95719582248124,52.0 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.952393980600518
wellness,Well child visit (procedure),136.8,488.5,-0.3210173917402381,-1.95719582248124,55.9 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.193384461970565
wellness,Well child visit (procedure),136.8,816.8,-0.3210173917402381,-1.95719582248124,61.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,6.706617807930542
wellness,Well child visit (procedure),136.8,816.8,-0.3210173917402381,-1.95719582248124,65.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,28,9,6.706617807930542
wellness,Well child visit (procedure),136.8,1340.17,-0.3210173917402381,-1.95719582248124,70.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,7.201297646313274
wellness,Well child visit (procedure),136.8,805.97,-0.3210173917402381,-1.95719582248124,74.1 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.693286492857762
wellness,Well child visit (procedure),136.8,816.8,-0.3210173917402381,-1.95719582248124,77.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,6.706617807930542
wellness,Well child visit (procedure),136.8,488.5,-0.3210173917402381,-1.95719582248124,80.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,6.193384461970565
wellness,Well child visit (procedure),136.8,272.8,-0.3210173917402381,-1.95719582248124,85.9 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,5.612397912854348
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.95719582248124,89.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,38,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.95719582248124,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.95719582248124,93.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,38,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.09666950111613597,-1.95719582248124,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
wellness,Well child visit (procedure),136.8,136.8,-0.3210173917402381,-1.95719582248124,97.3 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,9,4.925803358579558
wellness,Well child visit (procedure),136.8,272.8,-0.3210173917402381,-1.95719582248124,100.8 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Pregnancy,45,9,5.612397912854348
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-1.9120625740357242,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,Well child visit (procedure),136.8,1248.2,-0.3210173917402381,-1.9120625740357242,107.3 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Dental Issue,48,9,7.130258625408923
ambulatory,Encounter for check up (procedure),85.55,2673.95,-0.3210173917402381,-1.9120625740357242,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.7766628286991761,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Heart Condition,23,9,6.558481450523715
wellness,Well child visit (procedure),136.8,953.11,-0.3210173917402381,-1.686396331808144,130.3 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.301600585875287,1,10,Heart Condition,38,9,6.860778968784522
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.686396331808144,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,Well child visit (procedure),136.8,1152.67,-0.3210173917402381,-1.641263083362628,135.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.301600585875287,1,14,Heart Condition,13,9,7.050703444301402
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.641263083362628,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
wellness,Well child visit (procedure),136.8,755.38,-0.3210173917402381,-1.596129834917112,139.9 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Neurological Issue,14,9,6.628543895398243
emergency,Emergency room admission (procedure),146.18,577.58,-0.3210173917402381,-1.596129834917112,,,,,,,,,,,,,,,,,,-0.530754033629095,1,35,Injury,35,1,6.360576825750348
inpatient,Non-urgent orthopedic admission (procedure),146.18,18246.94,1.1340127113467866,-1.596129834917112,,,,,,,,,,,,,,,,,,-0.301600585875287,1,0,Other,52,4,9.811807475927253
snf,Hospital admission (procedure),110.92,14778.52,2.3274654965588577,-1.596129834917112,,,,,,,,,,,,,,,,,,6.458426122862051,1,0,Other,49,6,9.600997717655476
wellness,Well child visit (procedure),136.8,1407.2,-0.3210173917402381,-1.550996586471596,145.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.1878968245244654,1,10,Pregnancy,11,9,7.250067572085033
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.3210173917402381,-1.550996586471596,,,,,,,,,,,,,,,,,,1.3024735484013694,1,13,Dental Issue,30,0,8.17124621083248
wellness,Well child visit (procedure),136.8,840.2,-0.3210173917402381,-1.50586333802608,152.1 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.8441666528937534,1,29,Other,66,9,6.734829443828545
wellness,Well child visit (procedure),136.8,1240.24,-0.3210173917402381,-1.460730089580564,160.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Pregnancy,45,9,7.123866158932166
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,-1.415596841135048,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,-1.415596841135048,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
wellness,Well child visit (procedure),136.8,966.31,-0.3210173917402381,-1.415596841135048,166.1 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,14,Other,66,9,6.874519023189442
wellness,Well child visit (procedure),136.8,1217.19,-0.3210173917402381,-1.3704635926895319,169.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,14,Heart Condition,13,9,7.105121429535988
ambulatory,Encounter for check up (procedure),85.55,2673.95,-0.3210173917402381,-1.3704635926895319,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
wellness,Well child visit (procedure),136.8,1567.0,-0.3210173917402381,-1.3253303442440159,171.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.15670630963232918,1,14,Heart Condition,13,9,7.357556200910353
outpatient,Encounter for problem (procedure),85.55,85.55,-0.3210173917402381,-1.2801970957984998,,,Negative (qualifier value) nan,,,,,,,,,,,,,,,-0.7599074813829031,1,24,Other,16,5,4.4607222816222185
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2801970957984998,172.3 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.8441666528937534,1,73,Pregnancy,11,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,4399.55,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,1.6462037200320816,1,11,Dental Issue,30,0,8.389484812094503
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,12,Injury,26,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,1547.58,-0.3210173917402381,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,6,Injury,26,9,7.345093660978356
outpatient,Encounter for problem (procedure),85.55,85.55,-0.3210173917402381,-1.0093976051254037,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,24,Other,16,5,4.4607222816222185
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,6.558481450523715
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-0.9191311082343717,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,33,Respiratory Infection,2,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-0.8739978597888557,188.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.2712830335092332,1,51,Respiratory Infection,2,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,2673.95,-0.3210173917402381,-0.8739978597888557,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,-0.8288646113433397,188.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.2712830335092332,1,23,Pregnancy,45,9,6.6590118286176425
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-0.7837313628978236,188.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Pregnancy,45,9,6.558481450523715
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,994.48,-0.3210173917402381,-0.7385981144523077,188.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,28,Respiratory Infection,2,9,6.903225032895605
ambulatory,Encounter for check up (procedure),85.55,4830.95,-0.3210173917402381,-0.7385981144523077,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,30,0,8.483005391878994
wellness,General examination of patient (procedure),136.8,840.2,-0.3210173917402381,-0.6934648660067917,188.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.5004364812630413,1,14,Substance Abuse,19,9,6.734829443828545
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-0.6934648660067917,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,9,Respiratory Infection,56,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-0.6483316175612757,188.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.38585975738613726,1,0,Other,66,9,6.558481450523715
urgentcare,Urgent care clinic (environment),142.58,573.98,-0.3210173917402381,-0.6483316175612757,188.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,17,Respiratory Infection,2,7,6.354335257583726
outpatient,Encounter for check up (procedure),85.55,437.25,-0.3210173917402381,-0.6483316175612757,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Respiratory Infection,2,5,6.082789523801344
ambulatory,Encounter for symptom (procedure),85.55,10606.55,0.43742242136294957,-0.6483316175612757,,,,,,,,,,,,,,,,,,-0.530754033629095,1,16,Respiratory Infection,2,0,9.269321290711376
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.312809395731838,-0.6483316175612757,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
wellness,General examination of patient (procedure),136.8,717.36,-0.3210173917402381,-0.6031983691157596,188.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.2712830335092332,1,14,Respiratory Infection,2,9,6.576970836150536
emergency,Emergency room admission (procedure),146.18,146.18,-0.3210173917402381,-0.6031983691157596,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Injury,12,1,4.991656327498453
snf,Hospital admission (procedure),110.92,20099.08,1.3155684452415235,-0.6031983691157596,,,,,,,,,,,,,,,,,,8.97911404815394,1,0,Other,49,6,9.908479074138748
ambulatory,Encounter for check up (procedure),85.55,85.55,-0.30568583546166705,-0.6031983691157596,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,22,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-0.5580651206702436,188.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.1878968245244654,1,16,Other,66,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.3210173917402381,-0.5580651206702436,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
ambulatory,Encounter for symptom (procedure),85.55,4785.18,0.055907709689823205,-0.5580651206702436,,,,,,,,,,,,,,,,,,-0.530754033629095,1,16,Respiratory Infection,2,0,8.473487877456035
urgentcare,Urgent care clinic (environment),142.58,789.68,-0.23610512195239775,-0.5580651206702436,188.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.18702386199838292,1,24,Respiratory Infection,2,7,6.672893334713729
outpatient,Encounter for check up (procedure),85.55,437.25,-0.2740012165247721,-0.5580651206702436,,,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,5,6.082789523801344
wellness,General examination of patient (procedure),136.8,568.2,-0.3210173917402381,-0.5129318722247276,188.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.1878968245244654,1,14,Other,66,9,6.344231866215697
emergency,Emergency room admission (procedure),146.18,4407.08,-0.3210173917402381,-1.9120625740357242,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,30,Neurological Issue,54,1,8.391194499488389
wellness,Well child visit (procedure),136.8,1112.77,-0.19488465135468735,-1.3253303442440159,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Heart Condition,23,9,7.015505935975078
wellness,General examination of patient (procedure),136.8,704.2,-0.25346176982591734,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,9,Injury,26,9,6.558481450523715
urgentcare,Urgent care clinic (environment),142.58,1056.56,-0.2029455911724562,-1.1447973504619517,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Other,66,7,6.96371964689957
ambulatory,Prenatal visit (regime/therapy),142.58,1005.38,-0.17687746520774617,-0.7385981144523077,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Pregnancy,64,0,6.914115012934719
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,-0.3323988784426635,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,914.78,-0.2232717760130819,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,39,Other,66,9,6.819776161155086
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,-0.2872656299971475,,,,37.2 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,23,Respiratory Infection,4,0,4.4607222816222185
ambulatory,Prenatal initial visit (regime/therapy),142.58,42253.81,5.73688461618394,-0.2872656299971475,,,,,,,,,,,,,,,,,,4.854351988585395,1,11,Pregnancy,45,0,10.651473472459184
ambulatory,Prenatal visit (regime/therapy),142.58,6280.86,-0.3210173917402381,-0.24213238155163147,,,,,,,,,,,,,,,,,,0.2712830335092332,1,0,Pregnancy,45,0,8.745421393954047
ambulatory,Prenatal visit (regime/therapy),142.58,15375.16,-0.3210173917402381,-0.24213238155163147,,,,,,,,,,,,,,,,,,0.5004364812630413,1,0,Pregnancy,45,0,9.640573536983197
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
ambulatory,Prenatal visit (regime/therapy),142.58,9870.76,-0.3210173917402381,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.197433434666504
ambulatory,Prenatal visit (regime/therapy),142.58,4886.03,-0.3210173917402381,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.494340035986733
ambulatory,Prenatal visit (regime/therapy),142.58,9745.6,-0.3210173917402381,-0.24213238155163147,,,,,,,,,,,,,,,,,,0.8441666528937534,1,0,Pregnancy,45,0,9.184673785226932
ambulatory,Prenatal visit (regime/therapy),142.58,8683.9,-0.3210173917402381,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.06934116450414
ambulatory,Prenatal visit (regime/therapy),142.58,6540.75,-0.3210173917402381,-0.24213238155163147,,,,,,,,,,,,,,,,,,0.15670630963232918,1,0,Pregnancy,45,0,8.785959992754865
emergency,Obstetric emergency hospital admission (procedure),146.18,4782.48,-0.3210173917402381,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Pregnancy,45,1,8.472923594070494
ambulatory,Postnatal visit (regime/therapy),142.58,1005.38,-0.3210173917402381,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Pregnancy,45,0,6.914115012934719
wellness,General examination of patient (procedure),136.8,1050.78,-0.13270537880748678,-0.19699913310611547,160.8 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.38585975738613726,1,44,Other,66,9,6.958239245952589
ambulatory,Prenatal initial visit (regime/therapy),142.58,16213.22,2.5783080368641276,-0.19699913310611547,,,,,,,,,,,,,,,,,,-0.18702386199838292,1,11,Pregnancy,45,0,9.693643913976633
ambulatory,Patient-initiated encounter (procedure),85.55,4444.98,0.2828505849417887,-0.15186588466059944,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Pregnancy,45,0,8.399755596088474
ambulatory,Prenatal visit (regime/therapy),142.58,1443.68,-0.11403869380484552,-0.15186588466059944,,,,,,,,,,,,,,,,,,-0.18702386199838292,1,0,Pregnancy,45,0,7.275643122734936
outpatient,Consultation for treatment (procedure),142.58,8872.88,0.9510806320140669,-0.15186588466059944,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Other,18,5,9.090867409196983
wellness,General examination of patient (procedure),136.8,1296.91,-0.16848498384567157,-0.10673263621508343,160.8 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.4170502722782734,1,34,Pregnancy,45,9,7.168510557417865
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
outpatient,Patient encounter procedure (procedure),142.58,4052.91,0.26004411092646496,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,8.30743712646951
wellness,General examination of patient (procedure),136.8,1158.73,-0.18829683126350938,-0.016466139324051398,160.8 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,14,Pregnancy,11,9,7.055942498387229
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.281078284408358,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.281078284408358,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,5.633288477042982
virtual,Encounter for problem (procedure),75.0,75.0,-0.31026469300599774,-0.016466139324051398,,,,,9.0 score,,,,,,,,,,,,,-0.7599074813829031,1,7,Other,46,8,4.330733340286331
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
outpatient,Patient encounter procedure (procedure),142.58,22867.95,-0.3210173917402381,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Other,18,5,10.03753537428817
wellness,General examination of patient (procedure),136.8,1051.34,-0.20349756304081384,0.07380035756698064,160.8 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.8441666528937534,1,25,Heart Condition,23,9,6.958771534998101
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,0.07380035756698064,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.30875214671738127,0.07380035756698064,,SBP 138.0 mm[Hg],,,,90.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.30875214671738127,0.07380035756698064,,SBP 130.0 mm[Hg],,,,80.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
virtual,Follow-up encounter (procedure),75.0,75.0,-0.31026469300599774,0.07380035756698064,,SBP 128.0 mm[Hg],,,,83.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,8,4.330733340286331
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
outpatient,Patient encounter procedure (procedure),142.58,4052.91,0.26004411092646496,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,8.30743712646951
emergency,Emergency room admission (procedure),146.18,4140.89,0.26526454616193856,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Injury,39,1,8.328907484384146
wellness,General examination of patient (procedure),136.8,778.78,-0.20936495231679766,0.11893360601249665,160.8 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.3024735484013694,1,35,Respiratory Infection,4,9,6.6590118286176425
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,38,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,1444.46,-0.11392579046813602,0.11893360601249665,,,,,,,,,,,,,,,,,,0.04212958575542515,1,15,Heart Condition,38,0,7.276182888987738
ambulatory,Encounter for problem (procedure),85.55,22600.37,2.9191829236711926,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Heart Condition,38,0,10.025765802892119
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,9,Respiratory Infection,56,0,4.4607222816222185
ambulatory,Encounter for check up (procedure),85.55,5138.45,0.38227362167148643,0.16406685445801267,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,53,0,8.544701348832834
wellness,General examination of patient (procedure),136.8,1702.11,-0.07698668608310898,0.16406685445801267,160.8 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.18702386199838292,1,0,Heart Condition,23,9,7.440211270473374
emergency,Emergency room admission (procedure),146.18,9936.95,1.450839187434723,-1.686396331808144,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,21,Neurological Issue,54,1,9.20411604095621
wellness,Well child visit (procedure),136.8,778.78,-0.18772335399768325,-1.596129834917112,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,9,6.6590118286176425
emergency,Emergency room admission (procedure),146.18,5690.88,0.6925821702100174,-1.550996586471596,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,8,Neurological Issue,54,1,8.646795876766848
outpatient,Encounter for check up (procedure),85.55,1139.78,-0.12302794994667048,-1.3253303442440159,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Heart Condition,23,5,7.03946751794955
wellness,General examination of patient (procedure),136.8,823.23,-0.17975739635206686,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,9,Respiratory Infection,56,9,6.71444961717459
wellness,General examination of patient (procedure),136.8,1305.91,-0.09325551926801462,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,13,Other,66,9,7.175420851268567
wellness,General examination of patient (procedure),136.8,778.78,-0.18145094640270973,-0.4226653753336955,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,6.6590118286176425
urgentcare,Urgent care clinic (environment),142.58,929.58,-0.16069823784562584,-0.3323988784426635,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,11,Other,66,7,6.835808047668749
outpatient,Encounter for problem (procedure),85.55,85.55,-0.3119582430566406,-0.3323988784426635,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,33,Other,16,5,4.4607222816222185
wellness,General examination of patient (procedure),136.8,921.58,-0.15585952341521767,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Heart Condition,13,9,6.827174093021854
wellness,General examination of patient (procedure),136.8,1132.16,-0.11812113509094543,-0.19699913310611547,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.4 %,,,,,,,,,,,0.04212958575542515,1,23,Other,17,9,7.032765469062978
ambulatory,Encounter for problem (procedure),85.55,1579.79,-0.044173033779118846,-0.19699913310611547,,MPV 12.3 fL,,,,,,10.9 g/dL,,,,,,,,,,0.15670630963232918,1,0,Other,8,0,7.365680001062664
wellness,General examination of patient (procedure),136.8,785.58,-0.18023230721282915,-0.10673263621508343,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,0.6150132051399453,1,32,Heart Condition,23,9,6.667694433790917
ambulatory,Encounter for check up (procedure),85.55,4830.95,0.5384726998344289,-0.10673263621508343,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,30,0,8.483005391878994
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3119582430566406,-0.10673263621508343,,SBP 133.0 mm[Hg],,,,92.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3119582430566406,-0.10673263621508343,,SBP 115.0 mm[Hg],,,,79.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3119582430566406,-0.10673263621508343,,SBP 100.0 mm[Hg],,,,68.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3119582430566406,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
ambulatory,Encounter for symptom (procedure),85.55,616.28,-0.21684524640291755,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,16,Respiratory Infection,2,0,6.425322729717364
outpatient,Encounter for check up (procedure),85.55,1041.21,-0.14069284185057165,-0.10673263621508343,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,0.7295899290168494,1,17,Respiratory Infection,2,5,6.949098737516397
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.30653698813686453,-0.10673263621508343,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
wellness,General examination of patient (procedure),136.8,1149.62,-0.11499209975928153,-0.061599387769567415,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.0 %,,,,,,,,,,,1.4170502722782734,1,55,Other,66,9,7.048056206513479
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.22922508423767635,-0.061599387769567415,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,1262.84,-0.09470175724776998,-0.016466139324051398,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,0.9587433767706574,1,32,Other,66,9,7.141909984416109
wellness,General examination of patient (procedure),136.8,927.94,-0.15471973734938818,0.02866710912146462,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,80.4 mg/dL,,,,,,,,,1.1878968245244654,1,87,Other,66,9,6.834044151152212
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.30653698813686453,0.02866710912146462,,,,,,,,,,,,,,,,,,1.3024735484013694,1,22,Dental Issue,48,0,8.17124621083248
ambulatory,Encounter for symptom (procedure),85.55,235.34,-0.28511413066660957,0.02866710912146462,,COVID19 Detected (qualifier value) nan,,41.9 Cel,,,,,,,,,,,,,,-0.530754033629095,1,52,Other,61,0,5.46527144621087
outpatient,Encounter for check up (procedure),85.55,740.69,-0.19454952557747016,0.02866710912146462,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,96.7 mg/dL,,,,,,,,,0.04212958575542515,1,0,Pregnancy,45,5,6.608931366111512
outpatient,Encounter for check up (procedure),85.55,1739.49,-0.015552933981482431,0.02866710912146462,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,71.9 mg/dL,,,,,,,,,0.04212958575542515,1,21,Respiratory Infection,2,5,7.4619219617595505
wellness,General examination of patient (procedure),136.8,1408.56,-0.11907633316183715,0.07380035756698064,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,67.5 mg/dL,,,,,,,,,0.8441666528937534,1,32,Pregnancy,45,9,7.25103287793479
urgentcare,Urgent care clinic (environment),142.58,933.72,-0.1871534609647685,0.07380035756698064,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,75.8 mg/dL,,,,,,,,,0.6150132051399453,1,71,Pregnancy,45,7,6.840247019199376
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.062344991998721774,0.07380035756698064,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
outpatient,Encounter for check up (procedure),85.55,740.69,-0.21482732327379178,0.07380035756698064,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,74.9 mg/dL,,,,,,,,,0.6150132051399453,1,0,Other,66,5,6.608931366111512
ambulatory,Encounter for check up (procedure),85.55,5262.35,0.4334421307148249,0.07380035756698064,,,,,,,,,,,,,,,,,,2.3336640632935057,1,11,Dental Issue,48,0,8.56852298513768
wellness,General examination of patient (procedure),136.8,1654.74,-0.02446871334862339,0.11893360601249665,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,93.4 mg/dL,,,,,,,,,0.9587433767706574,1,0,Other,66,9,7.412003317787739
outpatient,Encounter for check up (procedure),85.55,876.69,-0.1701767417798587,0.11893360601249665,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,99.9 mg/dL,,,,,,,,,1.1878968245244654,1,41,Other,66,5,6.77729345611856
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.22922508423767635,0.11893360601249665,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
outpatient,Encounter for check up (procedure),85.55,815.27,-0.1811839210508094,0.11893360601249665,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,99.8 mg/dL,,,,,,,,,0.5004364812630413,1,10,Substance Abuse,19,5,6.704745182587555
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.1519131803384882,0.11893360601249665,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
outpatient,Encounter for check up (procedure),85.55,956.39,-0.15589357362787612,0.11893360601249665,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,85.9 mg/dL,,,,,,,,,0.38585975738613726,1,24,Other,66,5,6.864210831948773
ambulatory,Encounter for check up (procedure),85.55,5138.45,0.38227362167148643,0.16406685445801267,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,53,0,8.544701348832834
outpatient,Encounter for check up (procedure),85.55,1092.39,-0.16440433467602736,0.16406685445801267,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,85.0 mg/dL,,,,,,,,,1.4170502722782734,1,43,Pregnancy,11,5,6.997038240635282
wellness,General examination of patient (procedure),136.8,501.66,-0.2490961741398158,0.16406685445801267,,HbA1c 3.1 %,,,,,,,86.2 mg/dL,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.219913997212373
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,0.16406685445801267,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
outpatient,Encounter for check up (procedure),85.55,1603.49,-0.09112827703509076,0.16406685445801267,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,86.2 mg/dL,,,,,,,,,0.7295899290168494,1,32,Other,66,5,7.380561228059315
outpatient,Encounter for check up (procedure),85.55,1665.41,-0.08225013211351964,0.16406685445801267,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,65.1 mg/dL,,,,,,,,,1.0733201006475614,1,32,Other,66,5,7.41842689088891
outpatient,Encounter for check up (procedure),85.55,740.69,-0.21482732327379178,0.16406685445801267,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,86.3 mg/dL,,,,,,,,,0.2712830335092332,1,25,Pregnancy,11,5,6.608931366111512
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.062344991998721774,0.16406685445801267,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
wellness,Well child visit (procedure),136.8,816.8,-0.3210173917402381,-1.9120625740357242,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,6.706617807930542
wellness,Well child visit (procedure),136.8,706.93,-0.3210173917402381,-1.8217960771446922,120.1 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,6.562345218749257
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.7766628286991761,126.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,25,Heart Condition,38,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.3210173917402381,-1.73152958025366,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
wellness,Well child visit (procedure),136.8,537.25,-0.3210173917402381,-1.686396331808144,132.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,6.288323136244473
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-1.686396331808144,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.641263083362628,137.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Other,63,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,2673.95,-0.3210173917402381,-1.641263083362628,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
wellness,Well child visit (procedure),136.8,1321.66,-0.3210173917402381,-1.596129834917112,142.0 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,7.187400139401371
wellness,Well child visit (procedure),136.8,840.2,-0.3210173917402381,-1.550996586471596,147.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.15670630963232918,1,25,Pregnancy,11,9,6.734829443828545
ambulatory,Encounter for check up (procedure),85.55,4830.95,-0.17409968470140075,-1.550996586471596,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,30,0,8.483005391878994
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.28606932873750124,-1.550996586471596,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,8,Dental Issue,48,5,5.633288477042982
ambulatory,Encounter for symptom (procedure),85.55,239.67,-0.2909510539628464,-1.550996586471596,,COVID19 Detected (qualifier value) nan,,37.9 Cel,,,,,,,,,,,,,,-0.530754033629095,1,13,Other,61,0,5.483426700544313
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.28606932873750124,-1.550996586471596,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
wellness,Well child visit (procedure),136.8,840.2,-0.3210173917402381,-1.50586333802608,154.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Pregnancy,45,9,6.734829443828545
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.50586333802608,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
emergency,Emergency room admission (procedure),146.18,8155.58,0.6555444994199265,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,14,Injury,25,1,9.006580242456744
ambulatory,Encounter for check up (procedure),85.55,85.55,-0.3102861984034662,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,28,0,4.4607222816222185
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.460730089580564,162.7 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.04212958575542515,1,0,Substance Abuse,19,9,6.558481450523715
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-1.460730089580564,,,,37.6 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,12,Other,60,0,4.4607222816222185
wellness,Well child visit (procedure),136.8,1532.82,-0.3210173917402381,-1.415596841135048,168.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.0733201006475614,1,25,Substance Abuse,19,9,7.33551663475546
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.30368404138064264,-1.415596841135048,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,Well child visit (procedure),136.8,914.78,-0.3210173917402381,-1.3704635926895319,171.9 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.07244713812147889,1,25,Pregnancy,11,9,6.819776161155086
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.31079695159334264,-1.3704635926895319,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
inpatient,Encounter for problem (procedure),87.71,18064.74,-0.3210173917402381,-1.8669293255902082,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Other,9,4,9.801772605931259
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,22,Injury,28,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,914.78,-0.3210173917402381,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,13,Injury,26,9,6.819776161155086
wellness,General examination of patient (procedure),136.8,1567.0,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Injury,26,9,7.357556200910353
wellness,General examination of patient (procedure),136.8,1641.58,-0.3210173917402381,-0.6031983691157596,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Injury,26,9,7.404023455413142
emergency,Emergency room admission (procedure),146.18,10343.37,-0.3210173917402381,-0.5129318722247276,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Substance Abuse,21,1,9.244197689340208
ambulatory,Encounter for symptom (procedure),85.55,92.93,-0.3210173917402381,-0.37753212688817955,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Respiratory Infection,1,0,4.542549824006424
wellness,General examination of patient (procedure),136.8,4192.73,0.2695136542784192,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,8,9,8.34134583170713
wellness,General examination of patient (procedure),136.8,10516.75,1.1803765561723754,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,34,Heart Condition,23,9,9.260819585089473
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,4639.66,0.32693306551926277,-0.19699913310611547,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,66.1 %,,,,,,,,1.3024735484013694,1,40,Other,66,9,8.442611876484266
ambulatory,Encounter for check up (procedure),85.55,4399.55,0.3097430844761238,-0.19699913310611547,,,,,,,,,,,,,,,,,,1.6462037200320816,1,11,Dental Issue,48,0,8.389484812094503
outpatient,Consultation for treatment (procedure),142.58,1250.85,-0.1416838822505775,-0.19699913310611547,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,7.132377736175746
wellness,General examination of patient (procedure),136.8,14411.41,1.7451351754415143,-0.15186588466059944,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,72.4 %,,,,,,,,1.4170502722782734,1,14,Heart Condition,23,9,9.57584491997846
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.062344991998721774,-0.15186588466059944,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
outpatient,Consultation for treatment (procedure),142.58,4052.91,0.26004411092646496,-0.15186588466059944,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Other,18,5,8.30743712646951
wellness,General examination of patient (procedure),136.8,4138.11,0.272259176688562,-0.10673263621508343,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,58.7 %,,,,,,,,0.6150132051399453,1,21,Heart Condition,23,9,8.32823606786333
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
outpatient,Patient encounter procedure (procedure),142.58,6430.81,0.6009620085284668,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,8.7690112706215
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,5137.28,0.40776289402100324,-0.061599387769567415,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,77.0 %,,,,,,,,0.9587433767706574,1,0,Other,66,9,8.544473672097787
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,-0.061599387769567415,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
outpatient,Encounter for problem (procedure),85.55,85.55,-0.30875214671738127,-0.061599387769567415,,,Negative (qualifier value) nan,,,,,,,,,,,,,,,-0.7599074813829031,1,37,Other,16,5,4.4607222816222185
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,-0.061599387769567415,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,8991.46,0.9680806487129009,-0.016466139324051398,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,56.1 %,,,,,,,,0.8441666528937534,1,14,Heart Condition,23,9,9.10414172740865
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,-0.016466139324051398,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
ambulatory,Encounter for symptom (procedure),85.55,3536.75,0.15682178731066898,0.02866710912146462,,,,39.3 Cel,,,,,,,,,,,,,,-0.530754033629095,1,12,Other,60,0,8.17124621083248
outpatient,Encounter for check up (procedure),85.55,4086.86,0.2649114992201644,0.02866710912146462,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,62.5 %,,,,,,,,0.04212958575542515,1,0,Heart Condition,23,5,8.315776884721771
wellness,General examination of patient (procedure),136.8,5492.05,0.466372270588436,0.02866710912146462,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,73.9 %,,,,,,,,-0.07244713812147889,1,16,Heart Condition,23,9,8.611238935795276
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,13183.68,1.569117081394911,0.07380035756698064,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,49.8 %,,,,,,,,1.3024735484013694,1,28,Other,66,9,9.486810828489073
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,0.07380035756698064,,,,,,,,,,,,,,,,,,1.3024735484013694,1,13,Dental Issue,30,0,8.17124621083248
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,10111.95,1.128725967802452,0.11893360601249665,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,38.9 %,,,,,,,,1.1878968245244654,1,17,Other,66,9,9.221572059758632
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,0.11893360601249665,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
outpatient,Patient encounter procedure (procedure),142.58,573.98,-0.23872698832709666,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,6.354335257583726
ambulatory,Prenatal initial visit (regime/therapy),142.58,9206.03,0.9988441197915625,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.18702386199838292,1,45,Pregnancy,45,0,9.127722601672893
ambulatory,Prenatal visit (regime/therapy),142.58,1005.38,-0.17687746520774617,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,14,Pregnancy,11,0,6.914115012934719
ambulatory,Encounter for check up (procedure),85.55,7259.46,0.6863617339922594,0.16406685445801267,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,53,0,8.89019846669317
wellness,General examination of patient (procedure),136.8,4274.11,0.29175740372665115,0.16406685445801267,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,30.3 %,,,,,,,,0.04212958575542515,1,10,Heart Condition,23,9,8.360565112033976
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,0.2092001029035287,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,14535.49,1.7629237233808588,0.2092001029035287,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,30.1 %,,,,,,,,-0.301600585875287,1,40,Heart Condition,23,9,9.584417318918975
ambulatory,Encounter for problem (procedure),85.55,6187.51,0.5660766696016796,0.2092001029035287,,NYHAAssessment Objective evidence of severe cardiovascular disease nan,,,,,,,,,Dyspnea on exertion (finding) nan,,,,,,,-0.18702386199838292,1,11,Heart Condition,13,0,8.730449625879231
ambulatory,Encounter for problem (procedure),85.55,910.9,-0.19042407349643328,0.2092001029035287,,TotalCO2Blood 27.4 mmol/L,,,,,,,,,,38.3 %,,,,,,-0.41617730975219097,1,0,Heart Condition,13,0,6.81553033493962
emergency,Encounter for problem (procedure),87.71,7266.34,0.6873438138099865,0.2543333513490447,,IronSat 36.8 %,,,,,,,,,,,80.0 %,,,,,-0.18702386199838292,1,0,Heart Condition,13,1,8.891145616366806
inpatient,Admission to intensive care unit (procedure),146.18,14574.33,1.76845419476317,0.2543333513490447,,IronSat 32.6 %,,,,,,,,,,36.8 %,,,,,,3.8231614736932586,1,0,Heart Condition,13,4,9.587085652471812
wellness,Death Certification,136.8,211.38,-0.29071270247423736,0.2543333513490447,,,,,,,,,,,,,,Chronic congestive heart failure (disorder) nan,,,,-0.7599074813829031,1,0,Heart Condition,13,9,5.3583771229757
wellness,General examination of patient (procedure),136.8,704.2,-0.22169829776497135,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,12,Injury,26,9,6.558481450523715
ambulatory,Encounter for problem (procedure),85.55,1379.75,-0.08271070604263626,-0.9191311082343717,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,10,Other,41,0,7.230382108781297
wellness,General examination of patient (procedure),136.8,994.48,-0.16967674128871654,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,36,Injury,26,9,6.903225032895605
outpatient,Encounter for check up (procedure),85.55,652.95,-0.21296173004340108,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,32,Other,66,5,6.483030895935162
wellness,General examination of patient (procedure),136.8,998.38,-0.16897781587099092,-0.5580651206702436,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,18,Other,66,9,6.907135086702658
ambulatory,Encounter for problem (procedure),85.55,1092.84,-0.13412831927331795,-0.5580651206702436,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,8,0,6.9974497200008265
emergency,Emergency treatment (procedure),146.18,146.18,-0.3037808156692508,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Neurological Issue,14,1,4.991656327498453
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,12,Other,16,1,4.485372622532496
ambulatory,Encounter for problem (procedure),85.55,85.55,-0.3146464177402007,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Other,46,0,4.4607222816222185
emergency,Emergency treatment (procedure),146.18,20365.4,3.319738872686203,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Dental Issue,34,1,9.92164176311617
wellness,General examination of patient (procedure),136.8,996.16,-0.1693756657241578,-0.19699913310611547,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Injury,26,9,6.904911238530402
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,-0.19699913310611547,,,,,6.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,-0.19699913310611547,,,,,9.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
emergency,Emergency treatment (procedure),146.18,146.18,-0.3037808156692508,-0.19699913310611547,,,,,7.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Neurological Issue,14,1,4.991656327498453
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,-0.19699913310611547,,,,,7.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
emergency,Emergency treatment (procedure),146.18,8919.36,1.2684752090184623,-0.19699913310611547,,,,,4.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,9.096091583504057
emergency,Emergency treatment (procedure),146.18,146.18,-0.3210173917402381,-0.15186588466059944,,,,,5.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Neurological Issue,14,1,4.991656327498453
emergency,Emergency treatment (procedure),146.18,5308.14,0.6206179418146581,-0.15186588466059944,,,,,6.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,8.57718514255054
wellness,General examination of patient (procedure),136.8,1104.93,-0.14988281503543577,-0.10673263621508343,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.1 %,,,,,,,,,,,1.5316269961551776,1,6,Pregnancy,45,9,7.008441888940071
ambulatory,Encounter for check up (procedure),85.55,5262.35,0.6130964290500571,-0.10673263621508343,,,,,,,,,,,,,,,,,,2.1045106155396978,1,11,Dental Issue,48,0,8.56852298513768
emergency,Emergency treatment (procedure),146.18,5308.14,0.6213025303007381,-0.10673263621508343,,,,,6.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,8.57718514255054
emergency,Emergency treatment (procedure),146.18,5308.14,0.6213025303007381,-0.10673263621508343,,,,,5.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,8.57718514255054
emergency,Emergency treatment (procedure),146.18,5308.14,0.6213025303007381,-0.10673263621508343,,,,,8.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,8.57718514255054
emergency,Emergency treatment (procedure),146.18,15722.36,2.4697308692786804,-0.061599387769567415,,,,,7.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,9.662902783601975
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,-0.061599387769567415,,,,,6.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
ambulatory,Encounter for symptom (procedure),85.55,3536.75,0.30384881345330444,-0.061599387769567415,,,,37.8 Cel,,,,,,,,,,,,,,-0.530754033629095,1,12,Other,60,0,8.17124621083248
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,-0.061599387769567415,,,,,6.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
emergency,Emergency treatment (procedure),146.18,20794.05,3.3965579445600715,-0.061599387769567415,,,,,8.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,9.942470256598261
emergency,Emergency room admission (procedure),146.18,146.18,-0.3037808156692508,-0.061599387769567415,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,19,Injury,58,1,4.991656327498453
emergency,Emergency treatment (procedure),146.18,146.18,-0.3037808156692508,-0.061599387769567415,,,,,8.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Neurological Issue,14,1,4.991656327498453
wellness,General examination of patient (procedure),136.8,1150.44,-0.14172689304551442,-0.016466139324051398,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,0.6150132051399453,1,47,Heart Condition,23,9,7.048768611954415
emergency,Emergency treatment (procedure),146.18,15814.22,2.5041144155978694,-0.016466139324051398,,,,,4.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,9.66872804648713
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.22653690955411626,-0.016466139324051398,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3146464177402007,-0.016466139324051398,,SBP 133.0 mm[Hg],,,,75.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
emergency,Emergency treatment (procedure),146.18,9690.62,1.4066939827812992,-0.016466139324051398,,,,,8.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,9.179016873573886
emergency,Emergency treatment (procedure),146.18,5308.14,0.6213025303007381,-0.016466139324051398,,,,,4.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,8.57718514255054
emergency,Emergency room admission (procedure),146.18,10124.64,1.4844754211918822,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,14,Injury,25,1,9.222826099853624
emergency,Emergency treatment (procedure),146.18,20794.05,3.3965579445600715,-0.016466139324051398,,,,,5.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,9.942470256598261
wellness,General examination of patient (procedure),136.8,1002.59,-0.16822333484313837,0.02866710912146462,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,1.5316269961551776,1,25,Pregnancy,11,9,6.91133885031349
emergency,Emergency treatment (procedure),146.18,20794.05,3.3965579445600715,0.02866710912146462,,,,,4.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,9.942470256598261
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.22653690955411626,0.02866710912146462,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
ambulatory,Encounter for check up (procedure),85.55,85.55,-0.3146464177402007,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,28,0,4.4607222816222185
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,0.02866710912146462,,,,,8.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
emergency,Emergency treatment (procedure),146.18,146.18,-0.3037808156692508,0.02866710912146462,,,,,5.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Neurological Issue,14,1,4.991656327498453
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,0.02866710912146462,,,,,7.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,0.02866710912146462,,,,,8.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
wellness,General examination of patient (procedure),136.8,785.58,-0.20711405404843,0.07380035756698064,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,0.9587433767706574,1,32,Pregnancy,45,9,6.667694433790917
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.22653690955411626,0.07380035756698064,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
emergency,Emergency treatment (procedure),146.18,146.18,-0.3037808156692508,0.07380035756698064,,,,,6.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Neurological Issue,14,1,4.991656327498453
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,0.07380035756698064,,,,,8.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
emergency,Emergency treatment (procedure),146.18,5308.14,0.603381365743671,0.11893360601249665,,,,,5.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,8.57718514255054
wellness,General examination of patient (procedure),136.8,853.36,-0.1770459241545826,0.11893360601249665,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,0.6150132051399453,1,34,Heart Condition,13,9,6.750352650630604
ambulatory,Encounter for check up (procedure),85.55,4830.95,0.5357845251508688,0.11893360601249665,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,30,0,8.483005391878994
emergency,Emergency treatment (procedure),146.18,20794.05,3.3965579445600715,0.11893360601249665,,,,,6.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,9.942470256598261
emergency,Emergency treatment (procedure),146.18,17577.25,2.820069923088332,0.11893360601249665,,,,,7.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,9.774417621346814
ambulatory,Encounter for problem (procedure),85.55,1379.75,-0.08271070604263626,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Other,41,0,7.230382108781297
ambulatory,Follow-up encounter (procedure),85.55,516.95,-0.23733451384101253,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,41,0,6.2498787125041115
emergency,Emergency treatment (procedure),146.18,146.18,-0.3037808156692508,0.11893360601249665,,,,,5.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Neurological Issue,14,1,4.991656327498453
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,0.11893360601249665,,,,,7.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
ambulatory,Encounter for check up (procedure),85.55,18453.49,2.9591811708461115,0.16406685445801267,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,53,0,9.823062980294932
wellness,General examination of patient (procedure),136.8,778.78,-0.19041152868124336,0.16406685445801267,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,0.04212958575542515,1,16,Pregnancy,45,9,6.6590118286176425
emergency,Emergency treatment (procedure),146.18,5308.14,0.6213025303007381,0.16406685445801267,,,,,4.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,8.57718514255054
emergency,Emergency treatment (procedure),146.18,16280.65,2.587704103441398,0.16406685445801267,,,,,7.0 score,,,,,,,,,,,,,-0.41617730975219097,1,0,Dental Issue,34,1,9.697793985772181
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,0.16406685445801267,,,,,8.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,0.16406685445801267,,,,,6.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
emergency,Emergency treatment (procedure),146.18,146.18,-0.3037808156692508,0.2092001029035287,,,,,5.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Neurological Issue,14,1,4.991656327498453
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.3210173917402381,0.2092001029035287,,,,,7.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
wellness,General examination of patient (procedure),136.8,996.16,-0.16261759456968775,0.2092001029035287,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,0.15670630963232918,1,10,Respiratory Infection,2,9,6.904911238530402
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,0.2092001029035287,,,,,7.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
emergency,Emergency treatment (procedure),146.18,146.18,-0.3037808156692508,0.2092001029035287,,,,,7.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Neurological Issue,14,1,4.991656327498453
emergency,Emergency treatment (procedure),146.18,146.18,-0.3037808156692508,0.2092001029035287,,,,,7.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Neurological Issue,14,1,4.991656327498453
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,0.2092001029035287,,,,,7.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,1,4.485372622532496
wellness,General examination of patient (procedure),136.8,860.16,-0.19374844952176926,0.2543333513490447,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.4 %,,,,,,,,,,,-0.41617730975219097,1,4,Respiratory Infection,2,9,6.758280317593128
emergency,Emergency room admission (procedure),146.18,146.18,-0.3037808156692508,0.2543333513490447,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Substance Abuse,21,1,4.991656327498453
wellness,Death Certification,136.8,211.38,-0.29209621637804295,0.2543333513490447,,,,,,,,,,,,,,Drug overdose nan,,,,-0.7599074813829031,1,0,Substance Abuse,21,9,5.3583771229757
wellness,General examination of patient (procedure),136.8,1567.0,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Injury,26,9,7.357556200910353
wellness,General examination of patient (procedure),136.8,994.48,-0.3210173917402381,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,13,Injury,26,9,6.903225032895605
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Injury,26,9,6.558481450523715
inpatient,Admission to surgical department (procedure),146.18,7029.52,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,8,Other,59,4,8.858015950774709
wellness,General examination of patient (procedure),136.8,849.22,-0.3210173917402381,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,11,Injury,26,9,6.745495139524743
wellness,General examination of patient (procedure),136.8,1347.2,-0.3210173917402381,0.2092001029035287,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,18,Heart Condition,23,9,7.206525648419339
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3210173917402381,0.2092001029035287,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3119170243781593,0.2092001029035287,,SBP 117.0 mm[Hg],,,,92.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,516.95,-0.24690262359803075,0.2092001029035287,,SBP 107.0 mm[Hg],,,,83.0 mm[Hg],,,,,,,,,,,,-0.41617730975219097,1,0,Heart Condition,23,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,853.36,-0.3210173917402381,0.2543333513490447,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,1.4170502722782734,1,73,Pregnancy,45,9,6.750352650630604
ambulatory,Encounter for problem (procedure),85.55,1067.79,-0.2542252114360484,0.2543333513490447,,MPV 11.5 fL,,,,,,11.1 g/dL,,,,,,,,,,0.15670630963232918,1,0,Other,8,0,6.974282446451186
ambulatory,Encounter for check up (procedure),85.55,4830.95,0.3715926075954744,0.2543333513490447,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,30,0,8.483005391878994
wellness,General examination of patient (procedure),136.8,1149.14,-0.3210173917402381,0.2994665997945607,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,1.8753571677858896,1,24,Other,66,9,7.047638953078124
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.0184022965047929,0.2994665997945607,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
wellness,General examination of patient (procedure),136.8,785.58,-0.3210173917402381,0.3445998482400767,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,0.38585975738613726,1,14,Pregnancy,11,9,6.667694433790917
ambulatory,Encounter for check up (procedure),85.55,5138.45,0.20664620901222736,0.38973309668559275,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,53,0,8.544701348832834
wellness,General examination of patient (procedure),136.8,778.78,-0.20936495231679766,0.38973309668559275,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,0.04212958575542515,1,24,Respiratory Infection,2,9,6.6590118286176425
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,0.38973309668559275,,,,,,,,,,,,,,,,,,1.3024735484013694,1,13,Dental Issue,48,0,8.17124621083248
emergency,Emergency room admission (procedure),146.18,7217.67,0.7137739472987494,0.38973309668559275,,,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Injury,39,1,8.884426004391713
wellness,General examination of patient (procedure),136.8,1218.22,-0.3210173917402381,0.4348663451311088,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,79.7 mg/dL,,,,,,,,,0.9587433767706574,1,72,Pregnancy,45,9,7.105966588997309
outpatient,Encounter for check up (procedure),85.55,1092.39,-0.16440433467602736,0.4348663451311088,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,83.0 mg/dL,,,,,,,,,1.1878968245244654,1,77,Pregnancy,11,5,6.997038240635282
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,0.4348663451311088,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Respiratory Infection,2,0,4.4607222816222185
emergency,Emergency room admission (procedure),146.18,1664.12,-0.08243651222491315,0.4348663451311088,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,94.1 mg/dL,,,,,,,,,0.8441666528937534,1,25,Other,66,1,7.417652471889549
emergency,Emergency room admission (procedure),146.18,295.34,-0.278676848357711,0.4348663451311088,,HbA1c 3.3 %,,,,,,,81.3 mg/dL,,,,,,,,,-0.7599074813829031,1,14,Respiratory Infection,2,1,5.691507443780589
urgentcare,Urgent care clinic (environment),142.58,1660.52,-0.08295264176415666,0.4348663451311088,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,65.0 mg/dL,,,,,,,,,1.4170502722782734,1,10,Pregnancy,45,7,7.4154881250378795
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,0.4348663451311088,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
outpatient,Encounter for check up (procedure),85.55,1090.82,-0.3003901313350537,0.4799995935766248,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,80.8 mg/dL,,,,,,,,,1.7607804439089856,1,21,Other,66,5,6.995601307553207
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,0.4799995935766248,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,1329.96,-0.1303433693188653,0.4799995935766248,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,74.4 mg/dL,,,,,,,,,1.4170502722782734,1,25,Pregnancy,11,9,7.193655765351488
ambulatory,Encounter for problem (procedure),85.55,6785.18,0.6517631336983852,0.4799995935766248,,NYHAAssessment Objective evidence of moderately severe cardiovascular disease nan,,,,,,,,,Dyspnea on exertion (finding) nan,,,,,,,-0.18702386199838292,1,11,Heart Condition,13,0,8.822643470191327
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,0.4799995935766248,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
ambulatory,Encounter for problem (procedure),85.55,1333.35,-0.12985770575936878,0.4799995935766248,,TotalCO2Blood 22.4 mmol/L,,,,,,,,,,47.8 %,,,,,,-0.41617730975219097,1,0,Heart Condition,13,0,7.196199560878482
outpatient,Encounter for check up (procedure),85.55,1055.43,-0.16970362303555211,0.4799995935766248,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,89.1 mg/dL,,,,,,,,,0.7295899290168494,1,25,Heart Condition,13,5,6.962650578353717
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,0.4799995935766248,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
ambulatory,Encounter for problem (procedure),85.55,1442.63,-0.11418923158712492,0.4799995935766248,,TotalCO2Blood 27.9 mmol/L,,,,,,,,,,43.0 %,,,,,,-0.41617730975219097,1,0,Heart Condition,13,0,7.2749160539325874
urgentcare,Urgent care clinic (environment),142.58,1286.08,-0.13663549019485166,0.4799995935766248,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,91.9 mg/dL,,,,,,,,,1.5316269961551776,1,32,Heart Condition,13,7,7.16013136572643
outpatient,Encounter for check up (procedure),85.55,740.69,-0.21482732327379178,0.4799995935766248,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,64.6 mg/dL,,,,,,,,,1.3024735484013694,1,18,Heart Condition,13,5,6.608931366111512
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,0.4799995935766248,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
outpatient,Encounter for problem (procedure),85.55,85.55,-0.30875214671738127,0.4799995935766248,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,42,Other,16,5,4.4607222816222185
outpatient,Encounter for check up (procedure),85.55,1001.52,-0.17743302130901523,0.4799995935766248,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,67.8 mg/dL,,,,,,,,,1.0733201006475614,1,0,Heart Condition,13,5,6.910272109106411
outpatient,Encounter for check up (procedure),85.55,740.69,-0.21482732327379178,0.5251328420221408,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,79.8 mg/dL,,,,,,,,,1.4170502722782734,1,21,Heart Condition,13,5,6.608931366111512
wellness,General examination of patient (procedure),136.8,1172.81,-0.15287385740001028,0.5251328420221408,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,70.6 mg/dL,,,,,,,,,1.7607804439089856,1,0,Heart Condition,13,9,7.068010147426844
emergency,Encounter for problem (procedure),87.71,4681.19,0.3501176761067406,0.5251328420221408,,IronSat 20.7 %,,,,,,,,,,,75.0 %,,,,,-0.18702386199838292,1,0,Heart Condition,13,1,8.451521228175784
inpatient,Admission to intensive care unit (procedure),146.18,8602.03,0.9122275472543451,0.5251328420221408,,IronSat 16.9 %,,,,,,,,,,,75.0 %,,,,,2.1045106155396978,1,0,Heart Condition,13,4,9.05986974577091
ambulatory,Encounter for check up (procedure),85.55,4399.55,0.3097430844761238,0.5251328420221408,,,,,,,,,,,,,,,,,,1.6462037200320816,1,11,Dental Issue,48,0,8.389484812094503
outpatient,Encounter for check up (procedure),85.55,740.69,-0.21482732327379178,0.5251328420221408,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,72.1 mg/dL,,,,,,,,,0.9587433767706574,1,25,Heart Condition,13,5,6.608931366111512
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,0.5251328420221408,,,,,,,,,,,,,,,,,,1.3024735484013694,1,13,Dental Issue,48,0,8.17124621083248
outpatient,Encounter for check up (procedure),85.55,1058.0,-0.16933444704567654,0.5251328420221408,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,92.1 mg/dL,,,,,,,,,1.5316269961551776,1,20,Heart Condition,13,5,6.9650803456014065
outpatient,Encounter for check up (procedure),85.55,740.69,-0.21482732327379178,0.5251328420221408,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,94.6 mg/dL,,,,,,,,,0.7295899290168494,1,39,Heart Condition,13,5,6.608931366111512
urgentcare,Urgent care clinic (environment),142.58,1149.42,-0.15622869940509326,0.5251328420221408,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,84.6 mg/dL,,,,,,,,,0.38585975738613726,1,0,Heart Condition,13,7,7.047882372072962
outpatient,Encounter for check up (procedure),85.55,740.69,-0.21482732327379178,0.5251328420221408,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,92.5 mg/dL,,,,,,,,,0.9587433767706574,1,14,Heart Condition,13,5,6.608931366111512
outpatient,Encounter for check up (procedure),85.55,740.69,-0.21482732327379178,0.5251328420221408,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,78.2 mg/dL,,,,,,,,,0.04212958575542515,1,28,Heart Condition,13,5,6.608931366111512
ambulatory,Encounter for problem (procedure),85.55,1364.91,-0.1253326117087093,0.5251328420221408,,TotalCO2Blood 22.8 mmol/L,,,,,,,,,,46.8 %,,,,,,-0.41617730975219097,1,0,Heart Condition,13,0,7.219576152162221
outpatient,Encounter for check up (procedure),85.55,740.69,-0.21482732327379178,0.5702660904676569,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,71.7 mg/dL,,,,,,,,,0.9587433767706574,1,40,Heart Condition,13,5,6.608931366111512
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.062344991998721774,0.5702660904676569,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
wellness,General examination of patient (procedure),136.8,866.52,-0.19678787903064787,0.5702660904676569,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,92.0 mg/dL,,,,,,,,,0.7295899290168494,1,0,Heart Condition,13,9,6.765638566310301
ambulatory,Encounter for problem (procedure),85.55,1442.63,-0.11418923158712492,0.5702660904676569,,TotalCO2Blood 22.7 mmol/L,,,,,,,,,,41.7 %,,,,,,-0.41617730975219097,1,0,Heart Condition,13,0,7.2749160539325874
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.062344991998721774,0.5702660904676569,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
outpatient,Encounter for check up (procedure),85.55,1739.49,-0.0716300499970016,0.5702660904676569,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,78.5 mg/dL,,,,,,,,,0.5004364812630413,1,24,Heart Condition,13,5,7.4619219617595505
emergency,Encounter for problem (procedure),87.71,5256.59,0.4326123807958327,0.5702660904676569,,IronSat 47.1 %,,,,,,,,,,,79.0 %,,,,,-0.18702386199838292,1,0,Heart Condition,13,1,8.56742802583262
inpatient,Admission to intensive care unit (procedure),146.18,11879.92,1.3821634927355855,0.5702660904676569,,IronSat 16.3 %,,,,,,,,,,,79.0 %,,,,,3.479431302062546,1,0,Heart Condition,13,4,9.382689030995671
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 72.0 mm[Hg],,,,64.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 79.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 76.0 mm[Hg],,,,69.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 72.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
outpatient,Encounter for check up (procedure),85.55,740.69,-0.21482732327379178,0.5702660904676569,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,85.1 mg/dL,,,,,,,,,0.04212958575542515,1,14,Heart Condition,13,5,6.608931366111512
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 70.0 mm[Hg],,,,68.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 70.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 75.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 69.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 69.0 mm[Hg],,,,70.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 69.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 72.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 72.0 mm[Hg],,,,64.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 72.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 71.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 70.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 68.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 73.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 80.0 mm[Hg],,,,68.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 79.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 68.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 75.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 76.0 mm[Hg],,,,59.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 69.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 76.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
outpatient,Encounter for check up (procedure),85.55,1477.25,-0.10922686112127299,0.5702660904676569,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,74.2 mg/dL,,,,,,,,,0.7295899290168494,1,0,Heart Condition,13,5,7.298614234700939
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 81.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 79.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 77.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 73.0 mm[Hg],,,,66.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,0.5702660904676569,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 69.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.5702660904676569,,SBP 70.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 78.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 72.0 mm[Hg],,,,64.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 73.0 mm[Hg],,,,64.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3210173917402381,0.6153993389131729,,SBP 72.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Encounter for check up (procedure),85.55,5138.45,0.4027145019652774,0.6153993389131729,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,53,0,8.544701348832834
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 71.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,70.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 74.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 75.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 80.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 71.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 72.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 80.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 70.0 mm[Hg],,,,67.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 73.0 mm[Hg],,,,66.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 72.0 mm[Hg],,,,66.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 76.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 78.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 79.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,59.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 77.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
emergency,Encounter for problem (procedure),87.71,4681.19,0.3501176761067406,0.6153993389131729,,IronSat 30.8 %,,,,,,,,,,,83.0 %,,,,,-0.18702386199838292,1,0,Heart Condition,13,1,8.451521228175784
inpatient,Admission to intensive care unit (procedure),146.18,5781.75,0.5078974009836166,0.6153993389131729,,IronSat 33.1 %,,,,,,,,,,,83.0 %,,,,,0.7295899290168494,1,0,Heart Condition,13,4,8.66263462706641
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 87.0 mm[Hg],,,,64.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 69.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 85.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 72.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 69.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 78.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 71.0 mm[Hg],,,,59.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 82.0 mm[Hg],,,,64.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 75.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 69.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 75.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 77.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 71.0 mm[Hg],,,,66.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 72.0 mm[Hg],,,,67.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
wellness,General examination of patient (procedure),136.8,791.94,-0.2074796458053942,0.6153993389131729,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,87.0 mg/dL,,,,,,,,,1.1878968245244654,1,43,Heart Condition,13,9,6.675747556729456
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 71.0 mm[Hg],,,,64.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 69.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 85.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 70.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Encounter for check up (procedure),85.55,4830.95,0.3715926075954744,0.6153993389131729,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,30,0,8.483005391878994
outpatient,Encounter for check up (procedure),85.55,1023.2,-0.17432369925836408,0.6153993389131729,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,86.5 mg/dL,,,,,,,,,0.7295899290168494,1,0,Heart Condition,13,5,6.93166709902845
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 78.0 mm[Hg],,,,66.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 72.0 mm[Hg],,,,68.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,69.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 78.0 mm[Hg],,,,64.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 74.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 77.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 87.0 mm[Hg],,,,59.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 71.0 mm[Hg],,,,59.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 74.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 72.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 72.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 76.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 86.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
outpatient,Encounter for check up (procedure),85.55,740.69,-0.21482732327379178,0.6153993389131729,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,84.7 mg/dL,,,,,,,,,0.2712830335092332,1,25,Heart Condition,13,5,6.608931366111512
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 71.0 mm[Hg],,,,70.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 73.0 mm[Hg],,,,67.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 69.0 mm[Hg],,,,59.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 82.0 mm[Hg],,,,66.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 72.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,0.6153993389131729,,,,,,,,,,,,,,,,,,1.3024735484013694,1,15,Dental Issue,48,0,8.17124621083248
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 76.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 86.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 73.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 71.0 mm[Hg],,,,71.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 82.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 85.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 83.0 mm[Hg],,,,59.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 82.0 mm[Hg],,,,59.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 82.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 78.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 76.0 mm[Hg],,,,64.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 73.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 70.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
urgentcare,Urgent care clinic (environment),142.58,797.72,-0.2066516880028577,0.6153993389131729,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,83.3 mg/dL,,,,,,,,,1.0733201006475614,1,33,Heart Condition,13,7,6.683010446300954
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 78.0 mm[Hg],,,,68.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 69.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 80.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,67.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,0.6153993389131729,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,62.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
outpatient,Encounter for check up (procedure),85.55,1092.39,-0.16440433467602736,0.6153993389131729,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,87.6 mg/dL,,,,,,,,,0.5004364812630413,1,17,Heart Condition,13,5,6.997038240635282
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 69.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 73.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 74.0 mm[Hg],,,,65.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,0.6153993389131729,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
outpatient,Encounter for check up (procedure),85.55,740.69,-0.21482732327379178,0.6153993389131729,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,88.6 mg/dL,,,,,,,,,1.3024735484013694,1,48,Heart Condition,13,5,6.608931366111512
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 72.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 76.0 mm[Hg],,,,69.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 68.0 mm[Hg],,,,63.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 76.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 70.0 mm[Hg],,,,60.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 69.0 mm[Hg],,,,61.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Telemedicine consultation with patient (procedure),142.58,142.58,-0.3005765114464472,0.6153993389131729,,SBP 72.0 mm[Hg],,,,68.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,13,0,4.966892371148337
ambulatory,Encounter for problem (procedure),85.55,795.53,-0.2069635162661507,0.6153993389131729,,TotalCO2Blood 26.1 mmol/L,,,,,,,,,,43.5 %,,,,,,-0.41617730975219097,1,0,Heart Condition,13,0,6.6802647934242305
outpatient,Encounter for check up (procedure),85.55,740.69,-0.21482732327379178,0.6153993389131729,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,82.4 mg/dL,,,,,,,,,1.0733201006475614,1,0,Heart Condition,13,5,6.608931366111512
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.062344991998721774,0.6153993389131729,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
outpatient,Encounter for check up (procedure),85.55,876.69,-0.1953290962357026,0.6605325873586888,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,77.4 mg/dL,,,,,,,,,1.0733201006475614,1,28,Heart Condition,13,5,6.77729345611856
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.062344991998721774,0.6605325873586888,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
wellness,General examination of patient (procedure),136.8,791.94,-0.2074796458053942,0.6605325873586888,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,90.7 mg/dL,,,,,,,,,0.2712830335092332,1,10,Heart Condition,13,9,6.675747556729456
emergency,Encounter for problem (procedure),87.71,4681.19,0.3501176761067406,0.6605325873586888,,IronSat 51.5 %,,,,,,,,,,,77.0 %,,,,,-0.18702386199838292,1,0,Heart Condition,13,1,8.451521228175784
inpatient,Admission to intensive care unit (procedure),146.18,5168.1,0.41991881994006197,0.6605325873586888,,IronSat 52.3 %,,,,,,,,,,46.6 %,,,,,,0.6150132051399453,1,0,Heart Condition,13,4,8.550453871110667
wellness,Death Certification,136.8,211.38,-0.29071270247423736,0.6605325873586888,,,,,,,,,,,,,,Chronic congestive heart failure (disorder) nan,,,,-0.7599074813829031,1,0,Heart Condition,13,9,5.3583771229757
wellness,Well child visit (procedure),136.8,919.9,-0.3210173917402381,-1.7766628286991761,124.0 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.301600585875287,1,14,Heart Condition,13,9,6.825351452727321
ambulatory,Encounter for check up (procedure),85.55,4399.55,-0.3210173917402381,-1.73152958025366,,,,,,,,,,,,,,,,,,1.6462037200320816,1,11,Dental Issue,48,0,8.389484812094503
emergency,Emergency room admission (procedure),146.18,1008.98,-0.3210173917402381,-1.73152958025366,,,,,,,,,,,,,,,,,,-0.301600585875287,1,19,Injury,25,1,6.917685807659045
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.686396331808144,129.8 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,25,Heart Condition,38,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.686396331808144,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
ambulatory,Encounter for check up (procedure),85.55,85.55,-0.3210173917402381,-1.686396331808144,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,26,0,4.4607222816222185
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-1.686396331808144,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,Well child visit (procedure),136.8,1383.92,-0.3210173917402381,-1.641263083362628,134.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.301600585875287,1,10,Heart Condition,13,9,7.233397655220314
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.641263083362628,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,Well child visit (procedure),136.8,1402.48,-0.3210173917402381,-1.596129834917112,139.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.301600585875287,1,14,Heart Condition,13,9,7.246710145611341
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.596129834917112,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,2007.72,-0.26171805033735823,-1.596129834917112,,,,37.6 Cel,,,,,,,,,,,,,,-0.530754033629095,1,23,Respiratory Infection,4,0,7.605252982279341
wellness,Well child visit (procedure),136.8,1055.9,-0.3210173917402381,-1.550996586471596,144.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,14,Pregnancy,11,9,6.963095374015301
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.550996586471596,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
wellness,Well child visit (procedure),136.8,1568.95,-0.3210173917402381,-1.50586333802608,151.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,14,Pregnancy,11,9,7.358799050701465
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-1.50586333802608,,,,37.7 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,12,Other,60,0,4.4607222816222185
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
wellness,Well child visit (procedure),136.8,1437.41,-0.3210173917402381,-1.460730089580564,159.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.15670630963232918,1,14,Pregnancy,11,9,7.271293615862266
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.415596841135048,165.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,14,Pregnancy,11,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.415596841135048,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
wellness,Well child visit (procedure),136.8,914.78,-0.3210173917402381,-1.3704635926895319,168.9 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Substance Abuse,19,9,6.819776161155086
ambulatory,Encounter for check up (procedure),85.55,2673.95,-0.3210173917402381,-1.3704635926895319,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
wellness,Well child visit (procedure),136.8,1567.0,-0.30539013624647543,-1.3253303442440159,170.7 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.15670630963232918,1,0,Pregnancy,45,9,7.357556200910353
emergency,Emergency room admission (procedure),146.18,146.18,-0.30006038190720363,-1.3253303442440159,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,19,Injury,58,1,4.991656327498453
wellness,Well child visit (procedure),136.8,1272.22,-0.3210173917402381,-1.3704635926895319,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Injury,22,9,7.149304403735708
wellness,General examination of patient (procedure),136.8,953.83,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,25,Injury,26,9,6.861533314163782
urgentcare,Urgent care clinic (environment),142.58,845.98,-0.3210173917402381,-0.6031983691157596,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Other,66,7,6.741677081622384
wellness,General examination of patient (procedure),136.8,1050.78,-0.3210173917402381,-0.19699913310611547,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Injury,26,9,6.958239245952589
ambulatory,Prenatal visit (regime/therapy),142.58,1005.38,-0.1677233343519962,-0.15186588466059944,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,17,0,6.914115012934719
wellness,General examination of patient (procedure),136.8,998.38,-0.15105665131392365,-0.061599387769567415,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,11,Injury,37,9,6.907135086702658
wellness,General examination of patient (procedure),136.8,785.58,-0.3210173917402381,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,4,Other,51,9,6.667694433790917
wellness,General examination of patient (procedure),136.8,1001.28,-0.3210173917402381,0.2994665997945607,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Injury,26,9,6.910032683726177
wellness,General examination of patient (procedure),136.8,1075.86,-0.3210173917402381,0.3445998482400767,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,23,Heart Condition,23,9,6.9818046779919145
wellness,General examination of patient (procedure),136.8,860.16,-0.3210173917402381,0.38973309668559275,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,0.2712830335092332,1,14,Substance Abuse,19,9,6.758280317593128
wellness,General examination of patient (procedure),136.8,994.48,-0.3210173917402381,0.4348663451311088,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.4 %,,,,,,,,,,,0.5004364812630413,1,52,Pregnancy,11,9,6.903225032895605
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.11971960032817261,0.4348663451311088,,,,,,,,,,,,,,,,,,1.3024735484013694,1,15,Dental Issue,30,0,8.17124621083248
wellness,General examination of patient (procedure),136.8,1075.86,-0.3210173917402381,0.4799995935766248,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.4 %,,,,,,,,,,,0.7295899290168494,1,36,Pregnancy,45,9,6.9818046779919145
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.1500171211283505,0.4799995935766248,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,0.5251328420221408,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,1001.28,-0.3210173917402381,0.5251328420221408,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.8 %,,,,,,,,,,,1.1878968245244654,1,14,Pregnancy,45,9,6.910032683726177
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.07111023358358343,0.5251328420221408,,,,,,,,,,,,,,,,,,1.0733201006475614,1,13,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,0.5251328420221408,,,,37.7 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,23,Respiratory Infection,4,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,785.58,-0.3210173917402381,0.5702660904676569,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,0.2712830335092332,1,14,Pregnancy,45,9,6.667694433790917
ambulatory,Encounter for check up (procedure),85.55,4399.55,0.21346879635910282,0.5702660904676569,,,,,,,,,,,,,,,,,,1.6462037200320816,1,11,Dental Issue,48,0,8.389484812094503
wellness,General examination of patient (procedure),136.8,934.74,-0.3210173917402381,0.6153993389131729,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.1 %,,,,,,,,,,,0.04212958575542515,1,10,Heart Condition,23,9,6.841337660112421
ambulatory,Encounter for check up (procedure),85.55,2673.95,-0.012543970452350848,0.6153993389131729,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.281078284408358,0.6153993389131729,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.281078284408358,0.6153993389131729,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,53,5,5.633288477042982
emergency,Emergency room admission (procedure),146.18,16596.93,1.925517073057763,0.6605325873586888,,,,,,,,,,,,,,,,,,-0.301600585875287,1,14,Injury,39,1,9.717033267773912
wellness,General examination of patient (procedure),136.8,1286.44,-0.1365835188176361,0.6605325873586888,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,0.8441666528937534,1,20,Pregnancy,45,9,7.1604110295102394
virtual,Follow-up encounter (procedure),75.0,75.0,-0.31026469300599774,0.6605325873586888,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,33,8,4.330733340286331
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,0.6605325873586888,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,0.7056658358042048,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.0 %,,,,,,,,,,,0.8441666528937534,1,32,Other,66,9,6.6590118286176425
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.3210173917402381,0.7056658358042048,,HDL 65.7 mg/dL,,,,,,,,,,,,,87.1 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
emergency,Emergency room admission (procedure),146.18,1008.98,-0.3210173917402381,0.7056658358042048,,,,,,,,,,,,,,,,,,0.04212958575542515,1,24,Injury,12,1,6.917685807659045
snf,Hospital admission (procedure),110.92,21680.92,2.104750224025904,0.7056658358042048,,,,,,,,,,,,,,,,,,9.895727839169172,1,0,Other,49,6,9.984234012517907
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30568583546166705,0.7056658358042048,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
ambulatory,Encounter for check up (procedure),85.55,85.55,-0.30568583546166705,0.7056658358042048,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,29,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,853.36,-0.3210173917402381,0.7507990842497209,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.0 %,,,,,,,,,,,-0.07244713812147889,1,44,Heart Condition,23,9,6.750352650630604
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.3210173917402381,0.7507990842497209,,HDL 73.7 mg/dL,,,,,,,,,,,,,77.4 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
wellness,General examination of patient (procedure),136.8,785.58,-0.3210173917402381,0.7959323326952369,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.4 %,,,,,,,,,,,1.0733201006475614,1,33,Other,66,9,6.667694433790917
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.3210173917402381,0.7959323326952369,,HDL 38.4 mg/dL,,,,,,,,,,,,,79.1 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,0.7959323326952369,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,3611.33,-0.3210173917402381,-1.415596841135048,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,13,Other,3,0,8.192108272489858
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.3253303442440159,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,12,Injury,26,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,923.8,-0.3210173917402381,-0.8288646113433397,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,18,Other,66,9,6.8295774979181125
inpatient,Admission to surgical department (procedure),146.18,3817.64,-0.3210173917402381,-0.5129318722247276,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,8,Other,59,4,8.247649617267712
ambulatory,Encounter for problem (procedure),85.55,85.55,-0.3210173917402381,-0.3323988784426635,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Other,46,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,934.74,-0.3210173917402381,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,13,Other,7,9,6.841337660112421
wellness,General examination of patient (procedure),136.8,785.58,-0.3210173917402381,0.5251328420221408,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Heart Condition,23,9,6.667694433790917
wellness,General examination of patient (procedure),136.8,785.58,-0.3210173917402381,0.6153993389131729,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Other,66,9,6.667694433790917
wellness,General examination of patient (procedure),136.8,934.74,-0.3210173917402381,0.7056658358042048,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Other,66,9,6.841337660112421
urgentcare,Urgent care clinic (environment),142.58,1150.81,-0.3210173917402381,0.7507990842497209,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,8,Other,66,7,7.049089897097741
wellness,General examination of patient (procedure),136.8,1446.08,-0.3210173917402381,0.7507990842497209,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,6,Other,66,9,7.277303011903501
wellness,General examination of patient (procedure),136.8,1349.12,-0.16100110552664026,0.8861988295862689,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,37,Other,66,9,7.207948756370981
wellness,General examination of patient (procedure),136.8,934.74,-0.20814631312691712,0.931332078031785,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,52,Other,66,9,6.841337660112421
wellness,General examination of patient (procedure),136.8,1399.86,-0.15372690483292667,0.976465326477301,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.9 %,,,,,,,,,,,1.6462037200320816,1,21,Respiratory Infection,4,9,7.244841612721397
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,0.976465326477301,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,38,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,1875.86,-0.05207626734878549,0.976465326477301,,,,,,,,,,,,,,,,,,0.2712830335092332,1,15,Heart Condition,38,0,7.537355446697666
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,0.976465326477301,,,,,,,,,,,,,,,,,,1.3024735484013694,1,13,Dental Issue,48,0,8.17124621083248
ambulatory,Encounter for problem (procedure),85.55,9341.15,1.0182168986777522,0.976465326477301,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Heart Condition,38,0,9.142291697452096
wellness,General examination of patient (procedure),136.8,1231.33,-0.17788821888876474,1.021598574922817,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.9 %,,,,,,,,,,,1.5316269961551776,1,19,Other,66,9,7.116661965369002
outpatient,Patient encounter procedure (procedure),142.58,4052.91,0.26004411092646496,1.021598574922817,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,8.30743712646951
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.062344991998721774,1.021598574922817,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
wellness,General examination of patient (procedure),136.8,1075.86,-0.200178563364845,1.066731823368333,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.9 %,,,,,,,,,,,0.6150132051399453,1,48,Pregnancy,11,9,6.9818046779919145
wellness,General examination of patient (procedure),136.8,996.16,-0.2116050978864311,1.111865071813849,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.9 %,,,,,,,,,,,1.0733201006475614,1,36,Other,66,9,6.904911238530402
ambulatory,Encounter for check up (procedure),85.55,4830.95,0.3715926075954744,1.111865071813849,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,30,0,8.483005391878994
wellness,General examination of patient (procedure),136.8,1150.44,-0.18948679659009868,1.156998320259365,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.9 %,,,,,,,,,,,1.1878968245244654,1,17,Pregnancy,45,9,7.048768611954415
wellness,General examination of patient (procedure),136.8,853.36,-0.2320782362764247,1.202131568704881,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.9 %,,,,,,,,,,,0.5004364812630413,1,25,Pregnancy,11,9,6.750352650630604
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.202131568704881,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
urgentcare,Urgent care clinic (environment),142.58,865.94,-0.23027536712198377,1.247264817150397,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.9 %,,,,,,,,,,,0.6150132051399453,1,32,Pregnancy,45,7,6.764969770233575
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.281078284408358,1.247264817150397,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,1.247264817150397,,,,37.9 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,23,Respiratory Infection,4,0,4.4607222816222185
outpatient,Patient encounter procedure (procedure),142.58,4681.73,0.3501983213472475,1.247264817150397,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,8.451636552172273
wellness,General examination of patient (procedure),136.8,939.86,-0.18627173966856084,1.247264817150397,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.9 %,,,,,,,,,,,1.4170502722782734,1,17,Pregnancy,45,9,6.846794350620995
snf,Hospital admission (procedure),110.92,16713.67,2.041805717752117,1.292398065595913,,,,,,,,,,,,,,,,,,7.375039913877283,1,0,Other,49,6,9.724042055913271
wellness,General examination of patient (procedure),136.8,860.16,-0.19769827419014688,1.292398065595913,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.9 %,,,,,,,,,,,0.6150132051399453,1,14,Pregnancy,11,9,6.758280317593128
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,1.292398065595913,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
outpatient,Encounter for check up (procedure),85.55,1024.61,-0.17412119009886923,1.292398065595913,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.9 %,,,,,,,,,,,-0.18702386199838292,1,0,Heart Condition,13,5,6.9330428365088865
wellness,General examination of patient (procedure),136.8,1439.14,-0.14809607492909616,1.337531314041429,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.9 %,,,,,,,,,,,1.5316269961551776,1,38,Pregnancy,45,9,7.272495610066494
wellness,General examination of patient (procedure),136.8,1150.44,-0.18948679659009868,1.3826645624869451,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.9 %,,,,,,,,,,,0.9587433767706574,1,32,Pregnancy,45,9,7.048768611954415
ambulatory,Encounter for symptom (procedure),85.55,92.93,-0.3210173917402381,-1.686396331808144,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Respiratory Infection,1,0,4.542549824006424
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,42,Other,66,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,849.22,-0.3210173917402381,-1.2350638473529838,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,35,Other,31,9,6.745495139524743
wellness,General examination of patient (procedure),136.8,1490.66,-0.3210173917402381,-1.0996641020164357,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.0 %,,,,,,,,,,,1.1878968245244654,1,23,Other,66,9,7.307644872757116
wellness,General examination of patient (procedure),136.8,785.58,-0.3210173917402381,-0.9642643566798877,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,0.6150132051399453,1,48,Pregnancy,11,9,6.667694433790917
emergency,Emergency room admission (procedure),146.18,1871.78,-0.3210173917402381,-0.8739978597888557,,,,,,,,,,,,,,,,,,0.38585975738613726,1,11,Injury,27,1,7.535179236922754
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-0.8739978597888557,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Injury,27,0,8.041203682485705
ambulatory,Encounter for check up (procedure),85.55,948.35,-0.3062879865907845,-0.8739978597888557,,,,,,,,,,,,,,,,,,-0.301600585875287,1,0,Injury,27,0,6.8557775398894245
wellness,General examination of patient (procedure),136.8,1075.86,-0.3210173917402381,-0.8288646113433397,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,1.4170502722782734,1,51,Pregnancy,45,9,6.9818046779919145
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-0.8288646113433397,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-0.7385981144523077,,,,37.4 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,23,Respiratory Infection,4,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,1205.06,-0.3210173917402381,-0.6934648660067917,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,1.6462037200320816,1,18,Heart Condition,23,9,7.0951141272933596
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.3210173917402381,-0.6934648660067917,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3210173917402381,-0.6934648660067917,,SBP 145.0 mm[Hg],,,,85.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3210173917402381,-0.6934648660067917,,SBP 146.0 mm[Hg],,,,86.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3210173917402381,-0.6934648660067917,,SBP 139.0 mm[Hg],,,,86.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
wellness,Well child visit (procedure),136.8,568.2,-0.3210173917402381,-1.3253303442440159,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Injury,28,9,6.344231866215697
wellness,General examination of patient (procedure),136.8,792.52,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,29,Other,63,9,6.6764787444377385
wellness,General examination of patient (procedure),136.8,1450.97,-0.3210173917402381,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,11,Other,66,9,7.280676534014272
outpatient,Encounter for check up (procedure),85.55,228.35,-0.29646360418060025,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,6,Other,66,5,5.435249221043181
emergency,Encounter for problem (procedure),87.71,1025.09,-0.3210173917402381,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,6,Other,55,1,6.9335107411818475
ambulatory,Encounter for problem (procedure),85.55,85.55,-0.3210173917402381,0.38973309668559275,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Other,40,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,983.54,-0.3210173917402381,0.6153993389131729,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Other,66,9,6.892174527015114
wellness,General examination of patient (procedure),136.8,853.36,-0.3210173917402381,0.6605325873586888,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Heart Condition,13,9,6.750352650630604
ambulatory,Encounter for problem (procedure),85.55,10495.5,0.4551321161782434,0.7507990842497209,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,30,Other,42,0,9.258797147244376
wellness,General examination of patient (procedure),136.8,860.16,-0.19769827419014688,0.8410655811407529,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,4,Other,66,9,6.758280317593128
outpatient,Encounter for check up (procedure),85.55,802.11,-0.20602086301044892,0.8861988295862689,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Other,66,5,6.688491690866365
ambulatory,Encounter for symptom (procedure),85.55,3536.75,0.18604403823742283,0.8861988295862689,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Respiratory Infection,4,0,8.17124621083248
ambulatory,Encounter for problem (procedure),85.55,1444.46,-0.11392579046813602,0.8861988295862689,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Heart Condition,38,0,7.276182888987738
wellness,General examination of patient (procedure),136.8,1361.02,-0.12589175204288983,1.111865071813849,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,50,Other,66,9,7.2167241708894565
outpatient,Encounter for check up (procedure),85.55,1888.65,-0.06545979304000332,1.156998320259365,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,124.0 mg/dL,,,,,,,,,1.1878968245244654,1,21,Pregnancy,45,5,7.544146905719609
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.156998320259365,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,1402.54,-0.11993834117703207,1.156998320259365,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,118.5 mg/dL,,,,,,,,,0.04212958575542515,1,14,Other,66,9,7.246752895573941
outpatient,Encounter for check up (procedure),85.55,951.27,-0.1846373294609563,1.156998320259365,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,100.7 mg/dL,,,,,,,,,0.9587433767706574,1,14,Pregnancy,45,5,6.858848608026053
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.156998320259365,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,102.7 mg/dL,,,,,,,,,1.0733201006475614,1,68,Pregnancy,45,5,6.704745182587555
wellness,General examination of patient (procedure),136.8,1090.84,-0.17983983370902937,1.202131568704881,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,124.8 mg/dL,,,,,,,,,1.9899338916627936,1,24,Other,66,9,6.995619625423205
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.202131568704881,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
emergency,Emergency room admission (procedure),146.18,1011.9,-0.17594556465077865,1.202131568704881,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,105.8 mg/dL,,,,,,,,,1.1878968245244654,1,36,Other,66,1,6.9205727826927514
emergency,Emergency room admission (procedure),146.18,1158.14,-0.15497780211900997,1.202131568704881,,HbA1c 4.0 %,,,,,,,100.9 mg/dL,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,1,7.0554336298325175
urgentcare,Urgent care clinic (environment),142.58,1269.82,-0.13896703370372607,1.202131568704881,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,112.8 mg/dL,,,,,,,,,1.0733201006475614,1,21,Other,66,7,7.147417640389239
urgentcare,Urgent care clinic (environment),142.58,291.74,-0.2791929778969546,1.202131568704881,,HbA1c 4.0 %,,,,,,,107.2 mg/dL,,,,,,,,,-0.7599074813829031,1,14,Other,66,7,5.679284843055801
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,1.202131568704881,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.202131568704881,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,100.8 mg/dL,,,,,,,,,1.4170502722782734,1,27,Other,66,7,6.7722791394196875
urgentcare,Urgent care clinic (environment),142.58,291.74,-0.2791929778969546,1.202131568704881,,HbA1c 4.0 %,,,,,,,116.8 mg/dL,,,,,,,,,-0.7599074813829031,1,0,Other,66,7,5.679284843055801
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.202131568704881,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,1356.33,-0.13120358521760453,1.247264817150397,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,105.7 mg/dL,,,,,,,,,1.9899338916627936,1,32,Pregnancy,45,9,7.213274813763555
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.062344991998721774,1.247264817150397,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
hospice,Admission to hospice (procedure),137.53,6177.13,0.5311877464419812,1.292398065595913,,,,,,,,,,,,,,,,,,1.3024735484013694,1,0,Other,42,3,8.728770915665685
wellness,General examination of patient (procedure),136.8,1002.52,-0.1772896519925587,1.292398065595913,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,122.2 mg/dL,,,,,,,,,-0.07244713812147889,1,55,Other,66,9,6.911269098281934
outpatient,Encounter for check up (procedure),85.55,951.27,-0.189142710230603,1.337531314041429,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,107.8 mg/dL,,,,,,,,,0.2712830335092332,1,52,Pregnancy,45,5,6.858848608026053
wellness,General examination of patient (procedure),136.8,1729.32,-0.07308883279194685,1.337531314041429,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,117.6 mg/dL,,,,,,,,,1.3024735484013694,1,16,Pregnancy,45,9,7.4560616414850465
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,1.337531314041429,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
outpatient,Encounter for check up (procedure),85.55,951.27,-0.1846373294609563,1.337531314041429,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,117.9 mg/dL,,,,,,,,,1.3024735484013694,1,39,Pregnancy,45,5,6.858848608026053
outpatient,Encounter for check up (procedure),85.55,1147.11,-0.15656024094939902,1.337531314041429,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,100.5 mg/dL,,,,,,,,,0.38585975738613726,1,43,Other,66,5,7.045872391104513
ambulatory,Encounter for check up (procedure),85.55,5262.35,0.4334421307148249,1.337531314041429,,,,,,,,,,,,,,,,,,2.2190873394166015,1,27,Dental Issue,30,0,8.56852298513768
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.337531314041429,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,121.9 mg/dL,,,,,,,,,0.5004364812630413,1,14,Substance Abuse,19,5,6.704745182587555
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.337531314041429,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.3826645624869451,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,108.6 mg/dL,,,,,,,,,1.0733201006475614,1,0,Pregnancy,45,5,6.704745182587555
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.3826645624869451,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,115.7 mg/dL,,,,,,,,,1.0733201006475614,1,0,Pregnancy,45,5,6.704745182587555
urgentcare,Urgent care clinic (environment),142.58,1735.1,-0.07226087498941036,1.3826645624869451,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,122.5 mg/dL,,,,,,,,,1.6462037200320816,1,10,Pregnancy,45,7,7.459396497247902
outpatient,Encounter for check up (procedure),85.55,889.85,-0.19344378972429915,1.3826645624869451,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,105.0 mg/dL,,,,,,,,,1.1878968245244654,1,31,Other,66,5,6.792176063129979
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.3826645624869451,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,116.3 mg/dL,,,,,,,,,1.3024735484013694,1,0,Pregnancy,45,5,6.704745182587555
wellness,General examination of patient (procedure),136.8,1082.22,-0.16586311747097263,1.3826645624869451,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,111.0 mg/dL,,,,,,,,,1.8753571677858896,1,16,Pregnancy,45,9,6.987693365798487
outpatient,Encounter for check up (procedure),85.55,234.71,-0.2873686131678886,1.3826645624869451,,HbA1c 4.0 %,,,,,,,100.9 mg/dL,,,,,,,,,-0.7599074813829031,1,14,Other,66,5,5.46260223585584
urgentcare,Urgent care clinic (environment),142.58,1008.3,-0.1764616941900222,1.3826645624869451,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,121.9 mg/dL,,,,,,,,,0.6150132051399453,1,10,Pregnancy,11,7,6.917012300244814
outpatient,Encounter for check up (procedure),85.55,234.71,-0.2873686131678886,1.3826645624869451,,HbA1c 4.0 %,,,,,,,100.7 mg/dL,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.46260223585584
ambulatory,Encounter for check up (procedure),85.55,4830.95,0.3715926075954744,1.3826645624869451,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,30,0,8.483005391878994
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.3826645624869451,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,109.7 mg/dL,,,,,,,,,1.4170502722782734,1,17,Other,66,5,6.704745182587555
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.3826645624869451,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.3826645624869451,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,108.2 mg/dL,,,,,,,,,0.38585975738613726,1,17,Pregnancy,45,5,6.704745182587555
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.3826645624869451,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,102.1 mg/dL,,,,,,,,,1.0733201006475614,1,0,Pregnancy,45,7,6.7722791394196875
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.3826645624869451,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,112.8 mg/dL,,,,,,,,,1.1878968245244654,1,24,Other,66,5,6.704745182587555
outpatient,Encounter for check up (procedure),85.55,670.99,-0.22482016463081247,1.3826645624869451,,HbA1c 4.0 %,,,,,,,100.4 mg/dL,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,5,6.510243459460046
urgentcare,Urgent care clinic (environment),142.58,1735.1,-0.08747235946544903,1.4277978109324612,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,123.1 mg/dL,,,,,,,,,1.4170502722782734,1,14,Other,66,7,7.459396497247902
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.4277978109324612,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,115.6 mg/dL,,,,,,,,,0.6150132051399453,1,50,Pregnancy,45,5,6.704745182587555
outpatient,Encounter for check up (procedure),85.55,234.71,-0.2873686131678886,1.4277978109324612,,HbA1c 4.0 %,,,,,,,115.5 mg/dL,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,19,5,5.46260223585584
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.4277978109324612,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.4277978109324612,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,106.6 mg/dL,,,,,,,,,1.5316269961551776,1,45,Pregnancy,45,5,6.704745182587555
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,1.4277978109324612,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.4277978109324612,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,113.5 mg/dL,,,,,,,,,1.5316269961551776,1,16,Other,66,7,6.7722791394196875
ambulatory,Encounter for check up (procedure),85.55,3968.15,0.24789356135677332,1.4277978109324612,,,,,,,,,,,,,,,,,,1.5316269961551776,1,13,Dental Issue,48,0,8.286307244963867
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.4277978109324612,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,105.4 mg/dL,,,,,,,,,1.1878968245244654,1,51,Other,66,7,6.7722791394196875
wellness,General examination of patient (procedure),136.8,588.47,-0.23664992535493257,1.4277978109324612,,HbA1c 4.0 %,,,,,,,109.4 mg/dL,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,6.379223828097214
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.4277978109324612,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
outpatient,Encounter for check up (procedure),85.55,951.27,-0.1846373294609563,1.4277978109324612,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,124.2 mg/dL,,,,,,,,,-0.07244713812147889,1,31,Other,66,5,6.858848608026053
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.4277978109324612,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,124.8 mg/dL,,,,,,,,,1.1878968245244654,1,41,Pregnancy,45,5,6.704745182587555
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.4277978109324612,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.4277978109324612,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,100.0 mg/dL,,,,,,,,,1.0733201006475614,1,17,Pregnancy,45,7,6.7722791394196875
urgentcare,Urgent care clinic (environment),142.58,1126.47,-0.1595190252177708,1.4277978109324612,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,109.7 mg/dL,,,,,,,,,0.6150132051399453,1,0,Other,63,7,7.027731463484044
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.4277978109324612,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
urgentcare,Urgent care clinic (environment),142.58,1088.0,-0.16503515966843613,1.4277978109324612,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,101.3 mg/dL,,,,,,,,,0.04212958575542515,1,14,Other,66,7,6.9930151229329605
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,100.4 mg/dL,,,,,,,,,1.3024735484013694,1,14,Other,66,5,6.704745182587555
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,117.2 mg/dL,,,,,,,,,1.6462037200320816,1,23,Pregnancy,45,7,6.7722791394196875
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.062344991998721774,1.4729310593779772,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,110.5 mg/dL,,,,,,,,,1.5316269961551776,1,10,Pregnancy,11,5,6.704745182587555
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.4729310593779772,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
outpatient,Encounter for check up (procedure),85.55,1678.07,-0.08043651026034442,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,109.6 mg/dL,,,,,,,,,1.5316269961551776,1,0,Pregnancy,45,5,7.425995347691501
outpatient,Encounter for check up (procedure),85.55,1089.85,-0.16476992643299151,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,107.0 mg/dL,,,,,,,,,1.4170502722782734,1,43,Other,66,5,6.994712487838033
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,1.4729310593779772,,,,,,,,,,,,,,,,,,1.3024735484013694,1,12,Dental Issue,30,0,8.17124621083248
urgentcare,Urgent care clinic (environment),142.58,1220.09,-0.14609786508098316,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,117.7 mg/dL,,,,,,,,,1.1878968245244654,1,31,Other,66,7,7.1074991814679604
wellness,General examination of patient (procedure),136.8,866.52,-0.19678787903064787,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,120.4 mg/dL,,,,,,,,,0.9587433767706574,1,32,Other,66,9,6.765638566310301
emergency,Emergency room admission (procedure),146.18,3429.38,0.17064975788290204,1.4729310593779772,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,10,Other,62,1,8.140426321195552
urgentcare,Urgent care clinic (environment),142.58,1224.0,-0.14553693263034695,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,117.1 mg/dL,,,,,,,,,1.3024735484013694,1,17,Pregnancy,45,7,7.110696122978827
urgentcare,Urgent care clinic (environment),142.58,637.29,-0.22965171059539782,1.4729310593779772,,HbA1c 4.0 %,,,,,,,116.0 mg/dL,,,,,,,,,-0.530754033629095,1,14,Other,66,7,6.4587927255248445
outpatient,Encounter for problem (procedure),85.55,4071.34,0.2626874826986324,1.4729310593779772,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,62,5,8.311973051797718
outpatient,Encounter for problem (procedure),85.55,2715.8,0.0683449978924279,1.4729310593779772,,,,,,,,,,,,,,,,,,-0.530754033629095,1,5,Other,44,5,7.907209996117028
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,101.2 mg/dL,,,,,,,,,1.1878968245244654,1,43,Pregnancy,45,7,6.7722791394196875
outpatient,Encounter for check up (procedure),85.55,1051.18,-0.1703111505140367,1.4729310593779772,,HbA1c 4.0 %,,,,,,,100.2 mg/dL,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,5,6.958619481322861
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.4729310593779772,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
outpatient,Encounter for problem (procedure),85.55,9652.49,1.0628531432400397,1.4729310593779772,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,13,Other,43,5,9.175074786981618
inpatient,Encounter for problem (procedure),87.71,80076.65,14.029650826546558,1.4729310593779772,,,,,,,,,,,,,,,,,,0.38585975738613726,1,0,Other,43,4,11.290752067904164
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.16469107330894042,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,114.6 mg/dL,,,,,,,,,0.15670630963232918,1,42,Other,66,7,6.7722791394196875
outpatient,Encounter for check up (procedure),85.55,815.27,-0.1749115134558359,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,103.8 mg/dL,,,,,,,,,1.0733201006475614,1,33,Other,66,5,6.704745182587555
urgentcare,Urgent care clinic (environment),142.58,291.74,-0.26873418626145007,1.4729310593779772,,HbA1c 4.0 %,,,,,,,111.1 mg/dL,,,,,,,,,-0.7599074813829031,1,0,Other,66,7,5.679284843055801
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.16469107330894042,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,100.4 mg/dL,,,,,,,,,0.8441666528937534,1,0,Pregnancy,45,7,6.7722791394196875
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.312809395731838,1.4729310593779772,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
inpatient,Encounter for problem (procedure),87.71,47129.42,8.125123521251128,1.4729310593779772,,,,,,,,,,,,,,,,,,-0.18702386199838292,1,0,Other,43,4,10.760673931399394
urgentcare,Urgent care clinic (environment),142.58,1088.0,-0.12603512135934636,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,124.5 mg/dL,,,,,,,,,0.9587433767706574,1,0,Pregnancy,45,7,6.9930151229329605
outpatient,Encounter for check up (procedure),85.55,234.71,-0.2789546264083455,1.4729310593779772,,HbA1c 4.0 %,,,,,,,109.9 mg/dL,,,,,,,,,-0.7599074813829031,1,14,Other,66,5,5.46260223585584
inpatient,Encounter for problem (procedure),87.71,42666.9,7.325387968659091,1.4729310593779772,,,,,,,,,,,,,,,,,,-0.18702386199838292,1,0,Other,43,4,10.661202160065868
urgentcare,Urgent care clinic (environment),142.58,1222.19,-0.10198671064021779,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,106.8 mg/dL,,,,,,,,,1.0733201006475614,1,6,Other,66,7,7.109217479303475
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.312809395731838,1.4729310593779772,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
urgentcare,Urgent care clinic (environment),142.58,1340.72,-0.14401363364299624,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,123.7 mg/dL,,,,,,,,,0.8441666528937534,1,14,Pregnancy,45,7,7.201707651947277
outpatient,Encounter for check up (procedure),85.55,234.71,-0.2873686131678886,1.5180643078234932,,HbA1c 4.0 %,,,,,,,110.9 mg/dL,,,,,,,,,-0.7599074813829031,1,14,Other,66,5,5.46260223585584
inpatient,Encounter for problem (procedure),87.71,41611.8,5.644836138669476,1.5180643078234932,,,,,,,,,,,,,,,,,,-0.301600585875287,1,0,Other,43,4,10.636163091229477
urgentcare,Urgent care clinic (environment),142.58,1088.0,-0.16503515966843613,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,105.0 mg/dL,,,,,,,,,1.6462037200320816,1,40,Other,66,7,6.9930151229329605
outpatient,Encounter for check up (procedure),85.55,1097.51,-0.16366956692918758,1.5180643078234932,,HbA1c 4.0 %,,,,,,,121.8 mg/dL,,,,,,,,,-0.530754033629095,1,14,Other,8,5,7.0017099951059425
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,101.7 mg/dL,,,,,,,,,0.9587433767706574,1,31,Pregnancy,11,7,6.7722791394196875
emergency,Emergency room admission (procedure),146.18,573.61,-0.23878075182076788,1.5180643078234932,,HbA1c 4.0 %,,,,,,,108.8 mg/dL,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,1,6.35369154980482
emergency,Emergency room admission (procedure),146.18,875.9,-0.19544379168886783,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,108.9 mg/dL,,,,,,,,,0.9587433767706574,1,32,Other,66,1,6.7763929607853095
urgentcare,Urgent care clinic (environment),142.58,291.74,-0.2791929778969546,1.5180643078234932,,HbA1c 4.0 %,,,,,,,110.0 mg/dL,,,,,,,,,-0.7599074813829031,1,0,Other,66,7,5.679284843055801
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,113.3 mg/dL,,,,,,,,,1.8753571677858896,1,49,Pregnancy,45,7,6.7722791394196875
outpatient,Encounter for check up (procedure),85.55,512.74,-0.2475083589600596,1.5180643078234932,,HbA1c 4.0 %,,,,,,,110.0 mg/dL,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,5,6.24171730090081
emergency,Emergency room admission (procedure),146.18,1091.6,-0.16451903012919258,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,122.6 mg/dL,,,,,,,,,1.4170502722782734,1,43,Other,66,1,6.996315455961617
urgentcare,Urgent care clinic (environment),142.58,291.74,-0.2791929778969546,1.5180643078234932,,HbA1c 4.0 %,,,,,,,114.6 mg/dL,,,,,,,,,-0.7599074813829031,1,14,Other,66,7,5.679284843055801
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,105.5 mg/dL,,,,,,,,,1.5316269961551776,1,0,Pregnancy,45,7,6.7722791394196875
outpatient,Encounter for check up (procedure),85.55,234.71,-0.2873686131678886,1.5180643078234932,,HbA1c 4.0 %,,,,,,,107.7 mg/dL,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,19,5,5.46260223585584
emergency,Emergency room admission (procedure),146.18,1701.18,-0.07712467905019839,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,106.8 mg/dL,,,,,,,,,1.5316269961551776,1,0,Pregnancy,45,1,7.439665061473189
urgentcare,Urgent care clinic (environment),142.58,507.44,-0.24826821633727927,1.5180643078234932,,HbA1c 4.0 %,,,,,,,100.5 mg/dL,,,,,,,,,-0.530754033629095,1,14,Other,8,7,6.231347214426468
urgentcare,Urgent care clinic (environment),142.58,1088.0,-0.16503515966843613,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,122.9 mg/dL,,,,,,,,,1.0733201006475614,1,14,Other,66,7,6.9930151229329605
outpatient,Encounter for check up (procedure),85.55,234.71,-0.2873686131678886,1.5180643078234932,,HbA1c 4.0 %,,,,,,,100.0 mg/dL,,,,,,,,,-0.7599074813829031,1,14,Other,66,5,5.46260223585584
emergency,Emergency room admission (procedure),146.18,875.9,-0.19544379168886783,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,103.6 mg/dL,,,,,,,,,1.5316269961551776,1,23,Other,66,1,6.7763929607853095
urgentcare,Urgent care clinic (environment),142.58,921.71,-0.188873892762247,1.5180643078234932,,HbA1c 4.0 %,,,,,,,113.8 mg/dL,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,7,6.827314992284534
urgentcare,Urgent care clinic (environment),142.58,1345.26,-0.128151610893536,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,110.5 mg/dL,,,,,,,,,1.3024735484013694,1,32,Pregnancy,45,7,7.205085656483865
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.062344991998721774,1.5180643078234932,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,1.5180643078234932,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
inpatient,Encounter for problem (procedure),87.71,48644.39,6.653095193581725,1.5180643078234932,,,,,,,,,,,,,,,,,,-0.301600585875287,1,0,Other,43,4,10.792312324645351
wellness,General examination of patient (procedure),136.8,1218.22,-0.14636489043288345,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,110.5 mg/dL,,,,,,,,,1.5316269961551776,1,14,Pregnancy,45,9,7.105966588997309
emergency,Emergency room admission (procedure),146.18,295.34,-0.278676848357711,1.5180643078234932,,HbA1c 4.0 %,,,,,,,113.0 mg/dL,,,,,,,,,-0.7599074813829031,1,14,Other,66,1,5.691507443780589
urgentcare,Urgent care clinic (environment),142.58,1735.1,-0.07226087498941036,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,101.0 mg/dL,,,,,,,,,0.8441666528937534,1,0,Pregnancy,45,7,7.459396497247902
urgentcare,Urgent care clinic (environment),142.58,604.08,-0.23441336401821058,1.5180643078234932,,HbA1c 4.0 %,,,,,,,123.2 mg/dL,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,7,6.405360680693999
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,107.9 mg/dL,,,,,,,,,0.38585975738613726,1,21,Pregnancy,11,5,6.704745182587555
inpatient,Encounter for problem (procedure),87.71,46177.56,6.29942638739737,1.5180643078234932,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Other,43,4,10.740270900092295
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,114.6 mg/dL,,,,,,,,,1.3024735484013694,1,10,Other,66,7,6.7722791394196875
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.5180643078234932,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,120.4 mg/dL,,,,,,,,,0.8441666528937534,1,10,Pregnancy,45,7,6.7722791394196875
inpatient,Encounter for problem (procedure),87.71,42004.04,5.701072753049553,1.5180643078234932,,,,,,,,,,,,,,,,,,-0.301600585875287,1,0,Other,43,4,10.64554489006608
ambulatory,Encounter for problem (procedure),85.55,1901.81,-0.048361209936105445,1.5180643078234932,,NYHAAssessment Objective evidence of moderately severe cardiovascular disease nan,,,,,,,,,Dyspnea on exertion (finding) nan,,,,,,,0.04212958575542515,1,11,Heart Condition,13,0,7.551087019957392
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.5180643078234932,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,104.6 mg/dL,,,,,,,,,1.5316269961551776,1,40,Other,66,7,6.7722791394196875
outpatient,Encounter for check up (procedure),85.55,450.41,-0.25644385160821337,1.5180643078234932,,HbA1c 4.0 %,,,,,,,109.6 mg/dL,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,5,6.112376017438897
ambulatory,Encounter for problem (procedure),85.55,795.53,-0.2069635162661507,1.5180643078234932,,TotalCO2Blood 23.2 mmol/L,,,,,,,,,,49.0 %,,,,,,-0.41617730975219097,1,0,Heart Condition,13,0,6.6802647934242305
inpatient,Encounter for problem (procedure),87.71,106228.03,14.908820148921341,1.5180643078234932,,,,,,,,,,,,,,,,,,0.15670630963232918,1,0,Other,43,4,11.573352702601804
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,111.3 mg/dL,,,,,,,,,1.3024735484013694,1,55,Heart Condition,13,7,6.7722791394196875
urgentcare,Urgent care clinic (environment),142.58,872.3,-0.19595992122811137,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,102.2 mg/dL,,,,,,,,,1.1878968245244654,1,27,Heart Condition,13,7,6.7722791394196875
outpatient,Encounter for check up (procedure),85.55,697.39,-0.2210352146763599,1.5180643078234932,,HbA1c 4.0 %,,,,,,,118.3 mg/dL,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,5,6.548777685980729
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.17126803806012084,1.5631975562690092,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
inpatient,Encounter for problem (procedure),87.71,68621.01,9.51713205705677,1.5631975562690092,,,,,,,,,,,,,,,,,,-0.18702386199838292,1,0,Other,43,4,11.136368607735122
urgentcare,Urgent care clinic (environment),142.58,1224.0,-0.14553693263034695,1.5631975562690092,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,101.2 mg/dL,,,,,,,,,1.0733201006475614,1,49,Heart Condition,13,7,7.110696122978827
outpatient,Encounter for check up (procedure),85.55,234.71,-0.2873686131678886,1.5631975562690092,,HbA1c 4.0 %,,,,,,,105.9 mg/dL,,,,,,,,,-0.7599074813829031,1,14,Heart Condition,13,5,5.46260223585584
inpatient,Encounter for problem (procedure),87.71,81946.99,11.427666191807228,1.5631975562690092,,,,,,,,,,,,,,,,,,0.04212958575542515,1,0,Other,43,4,11.313840056720478
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.5631975562690092,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,119.2 mg/dL,,,,,,,,,1.3024735484013694,1,0,Heart Condition,13,5,6.704745182587555
outpatient,Encounter for check up (procedure),85.55,1030.97,-0.1732107949393702,1.5631975562690092,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,106.7 mg/dL,,,,,,,,,1.0733201006475614,1,10,Heart Condition,13,5,6.939224875851532
urgentcare,Urgent care clinic (environment),142.58,944.79,-0.18556564578501236,1.5631975562690092,,HbA1c 4.0 %,,,,,,,119.5 mg/dL,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,7,6.852020557094036
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,1.5631975562690092,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
inpatient,Encounter for problem (procedure),87.71,53065.42,7.286932733752535,1.5631975562690092,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Other,43,4,10.8792996154723
outpatient,Encounter for check up (procedure),85.55,815.27,-0.20413555649904544,1.5631975562690092,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,122.5 mg/dL,,,,,,,,,1.1878968245244654,1,14,Heart Condition,13,5,6.704745182587555
emergency,Encounter for problem (procedure),87.71,9991.93,1.1115144813618445,1.5631975562690092,,IronSat 34.9 %,,,,,,,,,,,81.0 %,,,,,-0.18702386199838292,1,0,Heart Condition,13,1,9.209633121933823
inpatient,Admission to intensive care unit (procedure),146.18,2634.71,0.05671416209489123,1.5631975562690092,,IronSat 54.6 %,,,,,,,,,,,81.0 %,,,,,0.04212958575542515,1,0,Heart Condition,13,4,7.876907874395778
wellness,Death Certification,136.8,211.38,-0.29071270247423736,1.5631975562690092,,,,,,,,,,,,,,Chronic congestive heart failure (disorder) nan,,,,-0.7599074813829031,1,0,Heart Condition,13,9,5.3583771229757
wellness,Well child visit (procedure),136.8,1149.32,-0.3210173917402381,-1.3704635926895319,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Substance Abuse,21,9,7.047795443519486
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.3253303442440159,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,6.558481450523715
outpatient,Encounter for problem (procedure),85.55,85.55,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,24,Other,16,5,4.4607222816222185
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,67,Respiratory Infection,2,9,6.558481450523715
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,0,4.4607222816222185
ambulatory,Encounter for symptom (procedure),85.55,2908.54,-0.3210173917402381,-1.2801970957984998,,,,37.8 Cel,,,,,,,,,,,,,,-0.530754033629095,1,12,Other,60,0,7.975750272068899
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2350638473529838,181.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.1878968245244654,1,73,Pregnancy,45,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.2350638473529838,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,840.2,-0.3210173917402381,-1.1899305989074678,181.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.2712830335092332,1,42,Other,17,9,6.734829443828545
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.3210173917402381,-1.1899305989074678,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-1.1899305989074678,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,1186.78,-0.3210173917402381,-1.1447973504619517,181.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.2712830335092332,1,17,Pregnancy,45,9,7.079841297588511
wellness,General examination of patient (procedure),136.8,840.2,-0.3210173917402381,-1.0996641020164357,181.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.7607804439089856,1,22,Substance Abuse,19,9,6.734829443828545
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.07287905252536594,-1.0996641020164357,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.0545308535709197,181.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.5316269961551776,1,22,Respiratory Infection,2,9,6.558481450523715
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-1.0545308535709197,,,,37.1 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,23,Respiratory Infection,4,0,4.4607222816222185
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.12749559362948407,-1.0545308535709197,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
emergency,Emergency room admission (procedure),146.18,146.18,-0.30006038190720363,-1.0545308535709197,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,19,Injury,58,1,4.991656327498453
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,-1.0093976051254037,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,-1.0093976051254037,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
wellness,General examination of patient (procedure),136.8,919.9,-0.3210173917402381,-1.0093976051254037,181.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.1878968245244654,1,6,Respiratory Infection,2,9,6.825351452727321
ambulatory,Encounter for symptom (procedure),85.55,3549.03,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.530754033629095,1,16,Respiratory Infection,2,0,8.17471133313798
outpatient,Encounter for check up (procedure),85.55,652.95,-0.3210173917402381,-0.9642643566798877,181.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,37,Other,66,5,6.483030895935162
wellness,General examination of patient (procedure),136.8,568.2,-0.3210173917402381,-0.9642643566798877,181.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.2712830335092332,1,10,Pregnancy,45,9,6.344231866215697
ambulatory,Encounter for check up (procedure),85.55,2673.95,-0.12104586914665884,-0.9642643566798877,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,-0.9191311082343717,181.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.04212958575542515,1,24,Respiratory Infection,2,9,6.6590118286176425
emergency,Emergency room admission (procedure),146.18,146.18,-0.3210173917402381,-0.9191311082343717,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,19,Injury,58,1,4.991656327498453
ambulatory,Encounter for symptom (procedure),85.55,3536.75,-0.3210173917402381,-0.8739978597888557,,,,37.5 Cel,,,,,,,,,,,,,,-0.530754033629095,1,23,Respiratory Infection,4,0,8.17124621083248
wellness,General examination of patient (procedure),136.8,1567.0,-0.3210173917402381,-0.8739978597888557,181.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.5004364812630413,1,17,Respiratory Infection,2,9,7.357556200910353
wellness,Well child visit (procedure),136.8,778.78,-0.3210173917402381,-1.3704635926895319,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,6.6590118286176425
outpatient,Encounter for check up (procedure),85.55,652.95,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,23,Other,66,5,6.483030895935162
wellness,General examination of patient (procedure),136.8,1050.78,-0.3210173917402381,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,13,Other,66,9,6.958239245952589
outpatient,Encounter for check up (procedure),85.55,652.95,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Other,66,5,6.483030895935162
ambulatory,Encounter for problem (procedure),85.55,1067.79,-0.12965698871632966,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,8,0,6.974282446451186
inpatient,Admission to surgical department (procedure),146.18,10000.45,1.4711797092069943,-0.5129318722247276,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,8,Other,59,4,9.210485361464698
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,-0.3323988784426635,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,37,Heart Condition,23,9,6.6590118286176425
wellness,General examination of patient (procedure),136.8,840.2,-0.3210173917402381,-0.2872656299971475,161.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Pregnancy,45,9,6.734829443828545
ambulatory,Encounter for symptom (procedure),85.55,3368.75,0.09988266327995486,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,16,Respiratory Infection,2,0,8.122593836618378
outpatient,Encounter for check up (procedure),85.55,868.37,-0.19651906156229185,-0.2872656299971475,161.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.4170502722782734,1,6,Pregnancy,45,5,6.767768811403081
wellness,General examination of patient (procedure),136.8,976.2,-0.3210173917402381,-0.24213238155163147,161.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,14,Pregnancy,11,9,6.884691339383585
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,-0.19699913310611547,161.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.8441666528937534,1,14,Heart Condition,23,9,6.6590118286176425
wellness,General examination of patient (procedure),136.8,1384.17,-0.3210173917402381,-0.15186588466059944,161.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.5004364812630413,1,0,Pregnancy,45,9,7.23357815477136
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-0.10673263621508343,161.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.1878968245244654,1,25,Pregnancy,11,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.09673212255082245,-0.10673263621508343,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
ambulatory,Encounter for symptom (procedure),85.55,1302.98,-0.13421075663028043,-0.10673263621508343,,,,37.9 Cel,,,,,,,,,,,,,,-0.530754033629095,1,23,Respiratory Infection,4,0,7.173176404945666
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,-0.061599387769567415,161.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,23,Pregnancy,45,9,6.6590118286176425
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,-0.061599387769567415,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,-0.061599387769567415,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-0.016466139324051398,161.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.5004364812630413,1,44,Pregnancy,45,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.03494890774033308,-0.016466139324051398,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,2715.8,0.0683449978924279,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.530754033629095,1,16,Respiratory Infection,2,0,7.907209996117028
wellness,General examination of patient (procedure),136.8,1567.0,-0.3052413905806518,0.02866710912146462,161.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.4170502722782734,1,3,Pregnancy,45,9,7.357556200910353
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,0.02866710912146462,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
ambulatory,Encounter for problem (procedure),85.55,85.55,-0.3210173917402381,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,19,Injury,37,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,1716.16,-0.27160874105640365,0.07380035756698064,161.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,31,Pregnancy,11,9,7.448427042345116
ambulatory,Encounter for check up (procedure),85.55,85.55,-0.30875214671738127,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,37,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,0.11893360601249665,161.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.2712830335092332,1,50,Pregnancy,11,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,0.11893360601249665,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,Well child visit (procedure),136.8,1055.9,-0.3210173917402381,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,28,9,6.963095374015301
wellness,Well child visit (procedure),136.8,704.2,-0.19481655092937047,-1.3253303442440159,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,29,Other,66,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,40,Other,66,9,6.558481450523715
emergency,Emergency room admission (procedure),146.18,577.58,-0.22646891177006265,-1.1447973504619517,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,22,Injury,35,1,6.360576825750348
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3210173917402381,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,1186.78,-0.3210173917402381,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,23,Heart Condition,13,9,7.079841297588511
ambulatory,Encounter for symptom (procedure),85.55,948.35,-0.3210173917402381,-1.0996641020164357,,,,37.0 Cel,,,,,,,,,,,,,,-0.530754033629095,1,23,Respiratory Infection,4,0,6.8557775398894245
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-1.0545308535709197,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,922.62,-0.3210173917402381,-0.9642643566798877,161.7 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,1.4170502722782734,1,10,Substance Abuse,19,9,6.82830073164173
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,1.3024735484013694,1,13,Dental Issue,30,0,8.17124621083248
ambulatory,Prenatal initial visit (regime/therapy),142.58,38682.92,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,4.854351988585395,1,11,Pregnancy,45,0,10.563179288796249
ambulatory,Prenatal visit (regime/therapy),142.58,14552.09,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,0.2712830335092332,1,0,Pregnancy,45,0,9.585558621186102
ambulatory,Prenatal visit (regime/therapy),142.58,5960.16,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,0.5004364812630413,1,0,Pregnancy,45,0,8.693020371993748
ambulatory,Prenatal visit (regime/therapy),142.58,18236.08,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.811212163093618
ambulatory,Prenatal visit (regime/therapy),142.58,11451.02,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.34592141263632
ambulatory,Prenatal visit (regime/therapy),142.58,12304.49,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,0.8441666528937534,1,0,Pregnancy,45,0,9.417800783243203
ambulatory,Prenatal visit (regime/therapy),142.58,5096.43,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.536491770132645
ambulatory,Prenatal visit (regime/therapy),142.58,5914.77,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,0.15670630963232918,1,9,Pregnancy,45,0,8.685376945454923
emergency,Obstetric emergency hospital admission (procedure),146.18,2153.46,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Pregnancy,45,1,7.675295391091019
ambulatory,Postnatal visit (regime/therapy),142.58,1005.38,-0.1677233343519962,-0.9191311082343717,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Pregnancy,45,0,6.914115012934719
ambulatory,Prenatal initial visit (regime/therapy),142.58,6453.97,-0.3210173917402381,-0.8739978597888557,,,,,,,,,,,,,,,,,,-0.18702386199838292,1,11,Pregnancy,45,0,8.772605655709912
ambulatory,Patient-initiated encounter (procedure),85.55,4444.98,-0.3210173917402381,-0.8739978597888557,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Pregnancy,45,0,8.399755596088474
ambulatory,Prenatal visit (regime/therapy),142.58,1443.68,-0.3210173917402381,-0.8739978597888557,,,,,,,,,,,,,,,,,,-0.18702386199838292,1,0,Pregnancy,45,0,7.275643122734936
emergency,Emergency room admission (procedure),146.18,146.18,-0.3210173917402381,-0.8739978597888557,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,28,Injury,58,1,4.991656327498453
ambulatory,Encounter for symptom (procedure),85.55,235.57,-0.3210173917402381,-0.8288646113433397,,COVID19 Detected (qualifier value) nan,,38.9 Cel,,,,,,,,,,,,,,-0.530754033629095,1,42,Other,61,0,5.466244147224316
inpatient,Hospital admission for isolation (procedure),146.18,28970.19,-0.3210173917402381,-0.8288646113433397,,COVID19 Not detected (qualifier value) nan,,42.2 Cel,,,,,,,,,,,,,,5.312658884093011,1,37,Other,20,4,10.274057166895943
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,-0.8288646113433397,161.7 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.2712830335092332,1,25,Heart Condition,23,9,6.6590118286176425
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3210173917402381,-0.8288646113433397,,SBP 145.0 mm[Hg],,,,113.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3210173917402381,-0.8288646113433397,,SBP 118.0 mm[Hg],,,,104.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3210173917402381,-0.8288646113433397,,SBP 124.0 mm[Hg],,,,104.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
ambulatory,Prenatal initial visit (regime/therapy),142.58,51048.6,-0.3210173917402381,-0.8288646113433397,,,,,,,,,,,,,,,,,,4.854351988585395,1,11,Pregnancy,45,0,10.840552988106678
ambulatory,Prenatal visit (regime/therapy),142.58,14450.56,-0.3210173917402381,-0.8288646113433397,,,,,,,,,,,,,,,,,,0.2712830335092332,1,0,Pregnancy,45,0,9.57855764619099
ambulatory,Prenatal visit (regime/therapy),142.58,8690.23,-0.3210173917402381,-0.8288646113433397,,,,,,,,,,,,,,,,,,0.5004364812630413,1,0,Pregnancy,45,0,9.070069750245615
ambulatory,Prenatal visit (regime/therapy),142.58,4665.96,-0.3210173917402381,-0.8288646113433397,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.448263175096717
ambulatory,Prenatal visit (regime/therapy),142.58,7993.33,-0.3210173917402381,-0.8288646113433397,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.986487819379954
ambulatory,Prenatal visit (regime/therapy),142.58,16957.34,2.691053667325549,-0.7837313628978236,,,,,,,,,,,,,,,,,,0.8441666528937534,1,0,Pregnancy,45,0,9.738515027197103
ambulatory,Prenatal visit (regime/therapy),142.58,6467.4,0.8290554225449959,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.77468406170379
wellness,General examination of patient (procedure),136.8,919.9,-0.1561605989797764,-0.7837313628978236,161.7 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.2712830335092332,1,16,Other,66,9,6.825351452727321
ambulatory,Prenatal visit (regime/therapy),142.58,11052.54,1.6507659071169094,-0.7837313628978236,,,,,,,,,,,,,,,,,,0.15670630963232918,1,9,Pregnancy,45,0,9.310506017631903
ambulatory,Encounter for check up (procedure),85.55,3968.15,0.3811607173524925,-0.7837313628978236,,,,,,,,,,,,,,,,,,1.5316269961551776,1,13,Dental Issue,48,0,8.286307244963867
ambulatory,Prenatal visit (regime/therapy),142.58,11451.02,1.722178163643911,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.34592141263632
ambulatory,Prenatal visit (regime/therapy),142.58,11451.02,1.722178163643911,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.34592141263632
emergency,Obstetric emergency hospital admission (procedure),146.18,577.58,-0.22646891177006265,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Pregnancy,45,1,6.360576825750348
ambulatory,Postnatal visit (regime/therapy),142.58,1005.38,-0.14980216979492894,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Pregnancy,45,0,6.914115012934719
outpatient,Consultation for treatment (procedure),142.58,4575.68,0.49003716838604333,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,8.42872912341814
outpatient,Patient encounter procedure (procedure),142.58,4575.68,0.49003716838604333,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,8.42872912341814
outpatient,Patient encounter procedure (procedure),142.58,4575.68,0.49003716838604333,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,8.42872912341814
outpatient,Patient encounter procedure (procedure),142.58,1250.85,-0.3210173917402381,-0.7385981144523077,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,7.132377736175746
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,-0.7385981144523077,161.7 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,32,Pregnancy,45,9,6.6590118286176425
outpatient,Patient encounter procedure (procedure),142.58,1250.85,-0.3210173917402381,-0.7385981144523077,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,7.132377736175746
outpatient,Patient encounter procedure (procedure),142.58,1250.85,-0.3210173917402381,-0.7385981144523077,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,7.132377736175746
outpatient,Patient encounter procedure (procedure),142.58,1250.85,-0.3210173917402381,-0.7385981144523077,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,7.132377736175746
outpatient,Patient encounter procedure (procedure),142.58,1250.85,-0.3210173917402381,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,7.132377736175746
wellness,General examination of patient (procedure),136.8,840.2,-0.3210173917402381,-0.6934648660067917,161.7 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,24,Pregnancy,45,9,6.734829443828545
outpatient,Patient encounter procedure (procedure),142.58,1250.85,-0.3210173917402381,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,7.132377736175746
outpatient,Patient encounter procedure (procedure),142.58,3241.44,-0.3210173917402381,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,8.084081411778838
outpatient,Patient encounter procedure (procedure),142.58,3971.42,-0.3210173917402381,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,8.287130759756232
outpatient,Patient encounter procedure (procedure),142.58,2601.69,-0.3210173917402381,-0.6483316175612757,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,7.8643008045485665
wellness,Well child visit (procedure),136.8,872.15,-0.1826391196128433,-1.95719582248124,52.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.772107362385854
wellness,Well child visit (procedure),136.8,272.8,-0.27212845482855863,-1.95719582248124,56.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,5.612397912854348
wellness,Well child visit (procedure),136.8,816.8,-0.17463731963811277,-1.95719582248124,61.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,21,9,6.706617807930542
wellness,Well child visit (procedure),136.8,816.8,-0.17463731963811277,-1.95719582248124,65.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,9,6.706617807930542
wellness,Well child visit (procedure),136.8,1032.5,-0.13598136768851868,-1.95719582248124,70.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,6.940706379121823
wellness,Well child visit (procedure),136.8,832.29,-0.17186133124822303,-1.95719582248124,74.3 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.725381720836135
wellness,Well child visit (procedure),136.8,816.8,-0.19255848419518,-1.95719582248124,77.8 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,6.706617807930542
wellness,Well child visit (procedure),136.8,1135.6,-0.11750464703018236,-1.95719582248124,81.0 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,7.035796628863021
outpatient,Encounter for symptom (procedure),85.55,85.55,-0.3146464177402007,-1.95719582248124,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,2,Respiratory Infection,47,5,4.4607222816222185
wellness,Well child visit (procedure),136.8,488.5,-0.23347250287896454,-1.95719582248124,86.7 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.193384461970565
outpatient,Encounter for check up (procedure),85.55,560.27,-0.24749222991195827,-1.95719582248124,89.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,5,6.330202073165437
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3146464177402007,-1.95719582248124,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Respiratory Infection,2,0,4.4607222816222185
wellness,Well child visit (procedure),136.8,136.8,-0.2965012386261701,-1.95719582248124,91.0 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,4.925803358579558
wellness,Well child visit (procedure),136.8,1071.87,-0.12892580520240132,-1.95719582248124,95.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.301600585875287,1,0,Heart Condition,13,9,6.9780925796523645
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.22653690955411626,-1.95719582248124,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
wellness,Well child visit (procedure),136.8,414.94,-0.2645764760842105,-1.95719582248124,98.7 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.030541019089775
outpatient,Encounter for symptom (procedure),85.55,85.55,-0.3146464177402007,-1.95719582248124,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,2,Respiratory Infection,47,5,4.4607222816222185
wellness,Well child visit (procedure),136.8,704.2,-0.19481655092937047,-1.95719582248124,102.1 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,38,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.22653690955411626,-1.95719582248124,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,948.35,-0.16771616588617339,-1.9120625740357242,,,,38.8 Cel,,,,,,,,,,,,,,-0.530754033629095,1,12,Other,60,0,6.8557775398894245
wellness,Well child visit (procedure),136.8,1032.5,-0.13598136768851868,-1.9120625740357242,109.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,6.940706379121823
wellness,Well child visit (procedure),136.8,1003.25,-0.15914447287852812,-1.8669293255902082,116.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.911996273239391
ambulatory,Encounter for symptom (procedure),85.55,948.35,-0.17794377449889165,-1.8217960771446922,,,,37.1 Cel,,,,,,,,,,,,,,-0.530754033629095,1,23,Respiratory Infection,4,0,6.8557775398894245
outpatient,Encounter for check up (procedure),85.55,221.55,-0.2902736339425892,-1.8217960771446922,121.7 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,5,5.4051517954618635
wellness,Well child visit (procedure),136.8,674.04,-0.20022157415978198,-1.8217960771446922,123.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,6.514771948376028
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-1.7766628286991761,,,,37.4 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,12,Other,60,0,4.4607222816222185
outpatient,Encounter for check up (procedure),85.55,221.55,-0.2971965798109843,-1.7766628286991761,129.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,5,5.4051517954618635
wellness,Well child visit (procedure),136.8,529.81,-0.22606926980044006,-1.7766628286991761,129.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,6.274404141768158
wellness,Well child visit (procedure),136.8,1641.58,-0.05370888543993434,-1.3704635926895319,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,31,9,7.404023455413142
wellness,General examination of patient (procedure),136.8,704.2,-0.22169829776497135,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,25,Respiratory Infection,56,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,704.2,-0.22169829776497135,-1.2350638473529838,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,20,Heart Condition,23,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,1146.17,-0.1424921267721012,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Injury,28,9,7.045053318875807
wellness,General examination of patient (procedure),136.8,923.8,-0.17597244639761425,-0.3323988784426635,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,11,Other,66,9,6.8295774979181125
wellness,General examination of patient (procedure),136.8,778.78,-0.2083326932383106,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,6,Other,7,9,6.6590118286176425
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.3210173917402381,0.38973309668559275,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,12,Other,16,1,4.485372622532496
emergency,Emergency treatment (procedure),146.18,146.18,-0.314943909071848,0.38973309668559275,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Neurological Issue,14,1,4.991656327498453
emergency,Emergency treatment (procedure),146.18,5308.14,0.6213025303007381,0.38973309668559275,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Dental Issue,34,1,8.57718514255054
ambulatory,Encounter for problem (procedure),85.55,85.55,-0.3146464177402007,0.4799995935766248,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Other,40,0,4.4607222816222185
outpatient,Encounter for check up (procedure),85.55,6286.82,0.7966933835878439,0.6153993389131729,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,12,Dental Issue,30,5,8.746369707745114
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23733451384101253,0.6605325873586888,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,1279.64,-0.09796340919715618,0.8861988295862689,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Respiratory Infection,4,9,7.155115231955314
ambulatory,Encounter for problem (procedure),85.55,1444.46,-0.06842574577419795,0.8861988295862689,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Heart Condition,38,0,7.276182888987738
inpatient,Hospital admission (procedure),146.18,38920.54,6.647724220563972,0.8861988295862689,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Other,0,4,10.56930310386246
emergency,Emergency room admission (procedure),146.18,146.18,-0.3210173917402381,1.021598574922817,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,21,1,4.991656327498453
wellness,General examination of patient (procedure),136.8,1075.86,-0.13717133301510798,1.021598574922817,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,22,Other,66,9,6.9818046779919145
wellness,General examination of patient (procedure),136.8,1218.2,-0.10270176510604478,1.247264817150397,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Heart Condition,38,9,7.105950184932382
wellness,General examination of patient (procedure),136.8,860.16,-0.1668667026861684,1.3826645624869451,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,6,Heart Condition,13,9,6.758280317593128
outpatient,Encounter for problem (procedure),85.55,85.55,-0.3119582430566406,1.4277978109324612,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,29,Other,16,5,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3119582430566406,1.4277978109324612,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,1722.96,-0.0739992279514459,1.4729310593779772,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Heart Condition,23,9,7.452379249098323
wellness,General examination of patient (procedure),136.8,1001.28,-0.1415763552632351,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.1 %,,,,,,,,,,,0.5004364812630413,1,25,Respiratory Infection,2,9,6.910032683726177
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.1519131803384882,1.5180643078234932,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.5180643078234932,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
emergency,Emergency room admission (procedure),146.18,146.18,-0.3010926409856907,1.5180643078234932,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Substance Abuse,21,1,4.991656327498453
inpatient,Drug rehabilitation and detoxification (regime/therapy),146.18,146.18,-0.3010926409856907,1.5180643078234932,,,,,7.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,19,4,4.991656327498453
outpatient,Encounter for check up (procedure),85.55,950.03,-0.15703335969370558,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,0.8441666528937534,1,14,Other,66,5,6.857545607789159
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3119582430566406,1.5180643078234932,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,20,Respiratory Infection,1,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,785.58,-0.18023230721282915,1.5631975562690092,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.1 %,,,,,,,,,,,0.38585975738613726,1,21,Respiratory Infection,2,9,6.667694433790917
emergency,Emergency room admission (procedure),146.18,146.18,-0.3010926409856907,1.5631975562690092,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Substance Abuse,21,1,4.991656327498453
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.5631975562690092,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.5631975562690092,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.5631975562690092,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.5631975562690092,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.5631975562690092,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.5631975562690092,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.5631975562690092,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.5631975562690092,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,934.74,-0.15350109815950763,1.6083308047145253,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,0.6150132051399453,1,3,Respiratory Infection,2,9,6.841337660112421
emergency,Emergency room admission (procedure),146.18,146.18,-0.3010926409856907,1.6534640531600413,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Substance Abuse,21,1,4.991656327498453
wellness,General examination of patient (procedure),136.8,785.58,-0.18023230721282915,1.6534640531600413,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,0.38585975738613726,1,6,Respiratory Infection,2,9,6.667694433790917
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.6534640531600413,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.6534640531600413,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,32754.56,5.5489812058030905,1.6985973016055573,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.0 %,,,,,,,,,,,0.5004364812630413,1,15,Respiratory Infection,2,9,10.3968279976463
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.1519131803384882,1.6985973016055573,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
emergency,Emergency room admission (procedure),146.18,146.18,-0.3010926409856907,1.6985973016055573,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Substance Abuse,21,1,4.991656327498453
inpatient,Drug rehabilitation and detoxification (regime/therapy),146.18,146.18,-0.3010926409856907,1.6985973016055573,,,,,4.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,19,4,4.991656327498453
hospice,Admission to hospice (procedure),137.53,11785.33,1.7847785835582026,1.7437305500510734,,,,,,,,,,,,,,,,,,2.791970958801122,1,0,Other,7,3,9.374695664327113
wellness,General examination of patient (procedure),136.8,860.16,-0.1668667026861684,1.7437305500510734,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.8 %,,,,,,,,,,,0.6150132051399453,1,0,Respiratory Infection,2,9,6.758280317593128
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.22922508423767635,1.7437305500510734,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Office Visit,85.55,85.55,-0.3119582430566406,1.7437305500510734,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,7,0,4.4607222816222185
emergency,Emergency room admission (procedure),146.18,146.18,-0.3010926409856907,1.7437305500510734,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Substance Abuse,21,1,4.991656327498453
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.7437305500510734,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.7437305500510734,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.7437305500510734,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.2773650191121337,1.7437305500510734,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.2773650191121337,1.7437305500510734,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,5.633288477042982
wellness,General examination of patient (procedure),136.8,1001.28,-0.17746527940521797,1.7888637984965894,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.4 %,,,,,,,,,,,0.9587433767706574,1,16,Respiratory Infection,2,9,6.910032683726177
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,1.7888637984965894,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,1.7888637984965894,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,1.7888637984965894,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,1.7888637984965894,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
emergency,Emergency room admission (procedure),146.18,146.18,-0.30006038190720363,1.7888637984965894,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Substance Abuse,21,1,4.991656327498453
inpatient,Drug rehabilitation and detoxification (regime/therapy),146.18,146.18,-0.30006038190720363,1.7888637984965894,,,,,5.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,19,4,4.991656327498453
ambulatory,Office Visit,85.55,85.55,-0.30875214671738127,1.7888637984965894,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,7,0,4.4607222816222185
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.8339970469421052,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.8339970469421052,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.8339970469421052,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,1722.96,-0.012242894887792106,1.8339970469421052,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,0.8441666528937534,1,39,Respiratory Infection,2,9,7.452379249098323
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.22922508423767635,1.8339970469421052,,,,,,,,,,,,,,,,,,1.0733201006475614,1,13,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.8339970469421052,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.8339970469421052,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.8339970469421052,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.8339970469421052,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.8339970469421052,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.8339970469421052,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.8339970469421052,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.8339970469421052,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.8791302953876212,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,1323.1,-0.08390246348568126,1.8791302953876212,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.8 %,,,,,,,,,,,0.8441666528937534,1,31,Respiratory Infection,2,9,7.188488262345711
ambulatory,Office Visit,85.55,85.55,-0.3119582430566406,1.8791302953876212,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,7,0,4.4607222816222185
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.9242635438331372,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,785.58,-0.18023230721282915,1.9242635438331372,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.4 %,,,,,,,,,,,0.6150132051399453,1,32,Respiratory Infection,2,9,6.667694433790917
emergency,Emergency room admission (procedure),146.18,146.18,-0.3010926409856907,1.9242635438331372,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Substance Abuse,21,1,4.991656327498453
wellness,General examination of patient (procedure),136.8,968.33,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,22,Other,66,9,6.876605111189842
wellness,General examination of patient (procedure),136.8,704.2,-0.22169829776497135,-1.2350638473529838,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Injury,26,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,1214.08,-0.3210173917402381,-0.5580651206702436,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,11,Other,66,9,7.102565197228452
wellness,General examination of patient (procedure),136.8,860.16,-0.3210173917402381,-0.4226653753336955,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,13,Other,66,9,6.758280317593128
wellness,General examination of patient (procedure),136.8,1132.16,-0.3210173917402381,-0.19699913310611547,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Other,66,9,7.032765469062978
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,6.6590118286176425
ambulatory,Encounter for problem (procedure),85.55,85.55,-0.3210173917402381,-0.061599387769567415,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Other,46,0,4.4607222816222185
outpatient,Encounter for check up (procedure),85.55,734.33,-0.2907557132691743,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Other,66,5,6.600319378043495
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3210173917402381,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
outpatient,Patient encounter procedure (procedure),142.58,4398.7,0.12102963745729421,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,8.389291635763685
outpatient,Patient encounter procedure (procedure),142.58,11708.16,1.3575720707303778,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Other,18,5,9.36812672045773
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,785.58,-0.3210173917402381,0.07380035756698064,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,0.04212958575542515,1,24,Pregnancy,45,9,6.667694433790917
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
outpatient,Patient encounter procedure (procedure),142.58,8753.24,0.7248958220228653,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Other,18,5,9.077293433413411
ambulatory,Prenatal initial visit (regime/therapy),142.58,13641.25,1.6347192963725112,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.18702386199838292,1,45,Pregnancy,45,0,9.520926873805436
ambulatory,Prenatal visit (regime/therapy),142.58,1005.38,-0.17687746520774617,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,14,Pregnancy,11,0,6.914115012934719
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,996.16,-0.3210173917402381,0.16406685445801267,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.1 %,,,,,,,,,,,1.3024735484013694,1,17,Pregnancy,45,9,6.904911238530402
ambulatory,Encounter for check up (procedure),85.55,17479.68,2.118818338203202,0.16406685445801267,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,53,0,9.768851550054709
wellness,General examination of patient (procedure),136.8,1057.58,-0.3210173917402381,0.2092001029035287,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.0 %,,,,,,,,,,,0.38585975738613726,1,10,Pregnancy,45,9,6.964683666368029
wellness,General examination of patient (procedure),136.8,860.16,-0.3210173917402381,0.2543333513490447,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,0.7295899290168494,1,34,Substance Abuse,19,9,6.758280317593128
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,0.2543333513490447,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,0.2543333513490447,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,0.2543333513490447,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,0.2543333513490447,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,5.633288477042982
wellness,General examination of patient (procedure),136.8,1262.25,-0.3210173917402381,0.2994665997945607,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,0.6150132051399453,1,0,Other,66,9,7.141443044172018
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,0.2994665997945607,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,1458.07,-0.3210173917402381,0.3445998482400767,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.1 %,,,,,,,,,,,0.15670630963232918,1,41,Other,66,9,7.285554525439045
ambulatory,Encounter for check up (procedure),85.55,8131.3,-0.10195266042755936,0.38973309668559275,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,53,0,9.003599065361424
wellness,General examination of patient (procedure),136.8,1001.28,-0.21335241143074515,0.38973309668559275,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,0.2712830335092332,1,21,Pregnancy,45,9,6.910032683726177
wellness,General examination of patient (procedure),136.8,1069.06,-0.3210173917402381,0.4348663451311088,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,1.3024735484013694,1,36,Other,66,9,6.975470000650176
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.3210173917402381,0.4348663451311088,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
emergency,Emergency treatment (procedure),146.18,146.18,-0.3210173917402381,-1.460730089580564,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Neurological Issue,14,1,4.991656327498453
emergency,Emergency treatment (procedure),146.18,9352.57,-0.3210173917402381,-1.460730089580564,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Dental Issue,34,1,9.143513367590538
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.3210173917402381,-1.415596841135048,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,12,Other,16,1,4.485372622532496
wellness,Well child visit (procedure),136.8,704.2,-0.22169829776497135,-1.3253303442440159,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,6.558481450523715
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23733451384101253,-1.3253303442440159,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,12,Other,66,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,783.9,-0.3210173917402381,-1.2350638473529838,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Other,66,9,6.665556321132768
emergency,Emergency room admission (procedure),146.18,146.18,-0.3210173917402381,-1.1899305989074678,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,21,1,4.991656327498453
wellness,General examination of patient (procedure),136.8,1764.2,-0.004852206624457568,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,13,Other,66,9,7.476019277395392
urgentcare,Urgent care clinic (environment),142.58,709.98,-0.3210173917402381,-0.6483316175612757,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Other,66,7,6.566644300012384
ambulatory,Encounter for symptom (procedure),85.55,948.35,-0.15106202766329077,-0.6031983691157596,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,8,Other,57,0,6.8557775398894245
inpatient,Encounter for problem (procedure),87.71,970.03,-0.18194377842802908,-0.5580651206702436,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Other,57,4,6.878357363797576
urgentcare,Urgent care clinic (environment),142.58,1141.38,-0.157379238169657,-0.46779862377921155,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Other,66,7,7.04086908442927
outpatient,Encounter for problem (procedure),85.55,85.55,-0.30875214671738127,-0.4226653753336955,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Other,16,5,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3210173917402381,-0.37753212688817955,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,16,0,4.4607222816222185
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,-0.3323988784426635,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,1571.89,-0.12906200605303503,-0.2872656299971475,165.0 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,62,Other,66,9,7.360669970543126
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,-0.2872656299971475,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3210173917402381,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
outpatient,Patient encounter procedure (procedure),142.58,5193.05,0.41054425876026,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,8.555269018668465
emergency,Emergency room admission (procedure),146.18,146.18,-0.30006038190720363,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Substance Abuse,21,1,4.991656327498453
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,1482.18,-0.14192402585564218,-0.19699913310611547,165.0 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.6150132051399453,1,32,Pregnancy,11,9,7.301943710362531
outpatient,Consultation for treatment (procedure),142.58,1691.09,-0.07856733279704234,-0.19699913310611547,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,7.433719730240913
inpatient,Drug rehabilitation and detoxification (regime/therapy),146.18,146.18,-0.30006038190720363,-0.19699913310611547,,,,,5.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,19,4,4.991656327498453
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.19699913310611547,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.19699913310611547,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.30110339368442496,-0.15186588466059944,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
outpatient,Patient encounter procedure (procedure),142.58,8754.12,0.9340537335683973,-0.15186588466059944,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,9.077393951079475
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.15186588466059944,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.15186588466059944,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.15186588466059944,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.2803076743324041,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,919.9,-0.18913195753186876,-0.10673263621508343,165.0 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.8441666528937534,1,10,Pregnancy,11,9,6.825351452727321
ambulatory,Encounter for check up (procedure),85.55,4830.95,0.3715926075954744,-0.10673263621508343,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,48,0,8.483005391878994
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
outpatient,Patient encounter procedure (procedure),142.58,13437.19,1.605462995233099,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,9.505855932388922
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
outpatient,Encounter for check up (procedure),85.55,1300.05,-0.1346301118809158,-0.10673263621508343,165.0 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.8441666528937534,1,25,Pregnancy,11,5,7.1709269097494195
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,-0.10673263621508343,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.31448333514273136,-0.061599387769567415,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.281078284408358,-0.061599387769567415,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,5.633288477042982
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,-0.061599387769567415,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,1284.76,-0.17022871315707422,-0.016466139324051398,165.0 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.38585975738613726,1,32,Pregnancy,45,9,7.1591052621865146
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
outpatient,Patient encounter procedure (procedure),142.58,573.98,-0.23872698832709666,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,6.354335257583726
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Prenatal initial visit (regime/therapy),142.58,51513.72,7.064466565406925,-0.016466139324051398,,,,,,,,,,,,,,,,,,4.854351988585395,1,11,Pregnancy,45,0,10.849622871054294
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Prenatal visit (regime/therapy),142.58,6227.42,0.5718024816776627,-0.016466139324051398,,,,,,,,,,,,,,,,,,0.2712830335092332,1,0,Pregnancy,45,0,8.736877968059668
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.2803076743324041,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Prenatal visit (regime/therapy),142.58,7379.61,0.7369908159824301,0.02866710912146462,,,,,,,,,,,,,,,,,,0.5004364812630413,1,0,Pregnancy,45,0,8.906611570005271
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Prenatal visit (regime/therapy),142.58,8731.15,0.9307598235228083,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.074766895717435
ambulatory,Prenatal visit (regime/therapy),142.58,9182.66,0.9954928620193909,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.125181096968134
ambulatory,Prenatal visit (regime/therapy),142.58,10621.42,1.2017672581876906,0.02866710912146462,,,,,,,,,,,,,,,,,,0.8441666528937534,1,0,Pregnancy,45,0,9.2707221407768
ambulatory,Prenatal visit (regime/therapy),142.58,11480.91,1.3249913935656294,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.348528032341175
ambulatory,Prenatal visit (regime/therapy),142.58,18744.14,2.3663167892021235,0.02866710912146462,,,,,,,,,,,,,,,,,,0.15670630963232918,1,0,Pregnancy,45,0,9.83868979780043
ambulatory,Prenatal visit (regime/therapy),142.58,9238.37,1.0034803250624758,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.131228980493063
emergency,Obstetric emergency hospital admission (procedure),146.18,6874.57,0.6645839348225112,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Pregnancy,45,1,8.835729828188912
ambulatory,Postnatal visit (regime/therapy),142.58,1005.38,-0.17687746520774617,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Pregnancy,45,0,6.914115012934719
wellness,General examination of patient (procedure),136.8,1489.11,-0.14092940122272496,0.07380035756698064,165.0 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Other,66,9,7.306605221717892
ambulatory,Prenatal initial visit (regime/therapy),142.58,50789.89,6.960692269922772,0.07380035756698064,,,,,,,,,,,,,,,,,,4.854351988585395,1,18,Pregnancy,45,0,10.835472286776238
ambulatory,Encounter for problem (procedure),85.55,1059.16,-0.16916778021529583,0.07380035756698064,,MPV 11.6 fL,,,,,,11.8 g/dL,,,,,,,,,,0.15670630963232918,1,0,Other,8,0,6.966175119111531
ambulatory,Prenatal visit (regime/therapy),142.58,11575.59,1.3385666757176078,0.07380035756698064,,,,,,,,,,,,,,,,,,0.2712830335092332,1,0,Pregnancy,45,0,9.356740234531525
ambulatory,Prenatal visit (regime/therapy),142.58,10253.12,1.1489643389367479,0.07380035756698064,,,,,,,,,,,,,,,,,,0.5004364812630413,1,0,Pregnancy,45,0,9.235434855025316
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Prenatal visit (regime/therapy),142.58,6862.83,0.6629011374706026,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.834020873961327
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.24690262359803075,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Prenatal visit (regime/therapy),142.58,8604.14,0.9125519203328281,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.060114978123982
ambulatory,Prenatal visit (regime/therapy),142.58,11833.98,1.3756115149735217,0.07380035756698064,,,,,,,,,,,,,,,,,,0.8441666528937534,1,0,Pregnancy,45,0,9.378814832043826
ambulatory,Prenatal visit (regime/therapy),142.58,13776.26,1.654074154094144,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.530774685899623
ambulatory,Prenatal visit (regime/therapy),142.58,8442.76,0.8894139047731985,0.07380035756698064,,,,,,,,,,,,,,,,,,0.15670630963232918,1,0,Pregnancy,45,0,9.041182986015727
ambulatory,Prenatal visit (regime/therapy),142.58,4665.96,0.34793667038014564,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.448263175096717
ambulatory,Prenatal visit (regime/therapy),142.58,11530.25,1.3320666693327599,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.352816020222937
emergency,Obstetric emergency hospital admission (procedure),146.18,6708.15,0.6407254884476877,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Pregnancy,45,1,8.811227545339483
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-1.7766628286991761,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,Well child visit (procedure),136.8,272.8,-0.3210173917402381,-1.7766628286991761,138.1 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,5.612397912854348
wellness,Well child visit (procedure),136.8,605.12,-0.3210173917402381,-1.686396331808144,144.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,6.407077986267962
urgentcare,Urgent care clinic (environment),142.58,573.98,-0.3210173917402381,-1.686396331808144,146.9 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,25,Other,63,7,6.354335257583726
urgentcare,Urgent care clinic (environment),142.58,142.58,-0.3210173917402381,-1.686396331808144,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,7,4.966892371148337
outpatient,Encounter for check up (procedure),85.55,516.95,-0.3210173917402381,-1.686396331808144,146.9 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,5,6.2498787125041115
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.686396331808144,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,948.35,-0.3210173917402381,-1.686396331808144,,,,37.6 Cel,,,,,,,,,,,,,,-0.530754033629095,1,23,Respiratory Infection,4,0,6.8557775398894245
wellness,Well child visit (procedure),136.8,1349.57,-0.3210173917402381,-1.641263083362628,150.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.301600585875287,1,10,Heart Condition,13,9,7.208282004543977
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.3210173917402381,-1.641263083362628,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
emergency,Emergency room admission (procedure),146.18,146.18,-0.3210173917402381,-1.596129834917112,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,20,Injury,36,1,4.991656327498453
snf,Hospital admission (procedure),110.92,8307.52,-0.06235405522226359,-1.596129834917112,,,,,,,,,,,,,,,,,,3.479431302062546,1,0,Other,49,6,9.025036773311747
wellness,Well child visit (procedure),136.8,1186.78,-0.19340615527872929,-1.596129834917112,157.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,25,Heart Condition,38,9,7.079841297588511
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.01289153840349472,-1.596129834917112,,,,,,,,,,,,,,,,,,1.0733201006475614,1,13,Dental Issue,30,0,8.041203682485705
wellness,Well child visit (procedure),136.8,1055.9,-0.3210173917402381,-1.550996586471596,164.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.0733201006475614,1,23,Other,66,9,6.963095374015301
wellness,Well child visit (procedure),136.8,1595.59,-0.3012915659122742,-1.50586333802608,169.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.38585975738613726,1,25,Other,66,9,7.375625383882551
ambulatory,Domiciliary or rest home patient evaluation and management (procedure),142.58,202.97,-0.29191879684892796,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Social Determinant,32,0,5.317972924206478
ambulatory,Encounter for check up (procedure),85.55,4830.95,0.3715926075954744,-1.50586333802608,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,30,0,8.483005391878994
ambulatory,Domiciliary or rest home patient evaluation and management (procedure),142.58,211.17,-0.29074316845398435,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Social Determinant,32,0,5.357387840125025
urgentcare,Urgent care clinic (environment),142.58,845.34,-0.19982193219015937,-1.50586333802608,169.9 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,14,Heart Condition,13,7,6.74092117012252
outpatient,Encounter for check up (procedure),85.55,85.55,-0.30875214671738127,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,5,4.4607222816222185
ambulatory,Encounter for symptom (procedure),85.55,3368.75,0.16195799307272443,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,16,Respiratory Infection,2,0,8.122593836618378
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,-1.50586333802608,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Domiciliary or rest home patient evaluation and management (procedure),142.58,202.97,-0.29191879684892796,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Social Determinant,32,0,5.317972924206478
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,-1.50586333802608,,,,38.2 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,12,Other,60,0,4.4607222816222185
ambulatory,Domiciliary or rest home patient evaluation and management (procedure),142.58,202.97,-0.29191879684892796,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Social Determinant,32,0,5.317972924206478
ambulatory,Domiciliary or rest home patient evaluation and management (procedure),142.58,202.97,-0.29191879684892796,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Social Determinant,32,0,5.317972924206478
ambulatory,Domiciliary or rest home patient evaluation and management (procedure),142.58,202.97,-0.29191879684892796,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Social Determinant,32,0,5.317972924206478
ambulatory,Domiciliary or rest home patient evaluation and management (procedure),142.58,202.97,-0.29191879684892796,-1.50586333802608,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Social Determinant,32,0,5.317972924206478
wellness,Well child visit (procedure),136.8,1499.09,-0.3210173917402381,-1.460730089580564,172.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.301600585875287,1,0,Heart Condition,13,9,7.313280385290374
emergency,Emergency room admission (procedure),146.18,146.18,-0.3210173917402381,-1.460730089580564,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,19,Injury,58,1,4.991656327498453
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3210173917402381,-1.460730089580564,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,Well child visit (procedure),136.8,919.9,-0.3210173917402381,-1.415596841135048,173.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.1878968245244654,1,14,Other,66,9,6.825351452727321
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.415596841135048,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
outpatient,Consultation for treatment (procedure),142.58,15783.94,1.617439709506587,-1.415596841135048,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Other,18,5,9.666811599907897
wellness,Well child visit (procedure),136.8,914.78,-0.3210173917402381,-1.3704635926895319,174.0 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,1.0733201006475614,1,40,Other,66,9,6.819776161155086
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.3704635926895319,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3210173917402381,-1.3704635926895319,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.3253303442440159,174.3 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.6150132051399453,1,0,Other,66,9,6.558481450523715
wellness,Well child visit (procedure),136.8,778.78,-0.3210173917402381,-1.8669293255902082,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,31,9,6.6590118286176425
wellness,Well child visit (procedure),136.8,805.24,-0.3210173917402381,-1.8217960771446922,115.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,6.692381464932288
wellness,Well child visit (procedure),136.8,488.5,-0.3210173917402381,-1.7766628286991761,121.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.193384461970565
wellness,Well child visit (procedure),136.8,919.9,-0.3210173917402381,-1.686396331808144,126.9 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.301600585875287,1,14,Heart Condition,13,9,6.825351452727321
ambulatory,Encounter for check up (procedure),85.55,5262.35,0.3749241520866331,-1.686396331808144,,,,,,,,,,,,,,,,,,2.3336640632935057,1,11,Dental Issue,48,0,8.56852298513768
wellness,Well child visit (procedure),136.8,919.9,-0.3210173917402381,-1.641263083362628,131.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.301600585875287,1,25,Heart Condition,13,9,6.825351452727321
ambulatory,Encounter for check up (procedure),85.55,2673.95,-0.3210173917402381,-1.641263083362628,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
wellness,Well child visit (procedure),136.8,1186.78,-0.3210173917402381,-1.596129834917112,135.9 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,38,9,7.079841297588511
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.596129834917112,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
wellness,Well child visit (procedure),136.8,840.2,-0.3210173917402381,-1.550996586471596,141.0 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Pregnancy,11,9,6.734829443828545
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.3201535916085875,-1.550996586471596,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
wellness,Well child visit (procedure),136.8,1400.04,-0.3210173917402381,-1.50586333802608,147.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.6150132051399453,1,14,Other,66,9,7.244970096964409
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.460730089580564,155.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,14,Pregnancy,11,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,4399.55,-0.24527896608916044,-1.460730089580564,,,,,,,,,,,,,,,,,,1.6462037200320816,1,11,Dental Issue,48,0,8.389484812094503
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.415596841135048,161.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.15670630963232918,1,10,Pregnancy,11,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,2673.95,-0.3210173917402381,-1.415596841135048,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
wellness,Well child visit (procedure),136.8,914.78,-0.3210173917402381,-1.3704635926895319,165.2 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,10,Substance Abuse,19,9,6.819776161155086
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-1.3704635926895319,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
ambulatory,Encounter for problem (procedure),85.55,85.55,-0.3210173917402381,-1.95719582248124,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,31,0,4.4607222816222185
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.3210173917402381,-1.95719582248124,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,5,0,6.2498787125041115
wellness,Well child visit (procedure),136.8,919.9,-0.3210173917402381,-1.3253303442440159,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,28,9,6.825351452727321
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,9,Other,66,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,1274.18,-0.3210173917402381,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Injury,28,9,7.1508426240986545
wellness,General examination of patient (procedure),136.8,1244.15,-0.09805122290348582,-1.0093976051254037,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,11,Injury,37,9,7.127011283569154
inpatient,Admission to surgical department (procedure),146.18,3817.64,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,8,Other,59,4,8.247649617267712
wellness,General examination of patient (procedure),136.8,1097.43,-0.3210173917402381,-0.9191311082343717,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,6,Injury,26,9,7.001637166535263
wellness,General examination of patient (procedure),136.8,1075.86,-0.3210173917402381,-0.46779862377921155,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Heart Condition,23,9,6.9818046779919145
emergency,Emergency room admission (procedure),146.18,1008.98,-0.3210173917402381,-0.46779862377921155,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Injury,25,1,6.917685807659045
ambulatory,Encounter for check up (procedure),85.55,85.55,-0.3210173917402381,-0.46779862377921155,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,24,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,1075.86,-0.3210173917402381,-0.4226653753336955,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,0.7295899290168494,1,21,Pregnancy,11,9,6.9818046779919145
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-0.4226653753336955,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for problem (procedure),85.55,85.55,-0.3210173917402381,-0.4226653753336955,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,19,Injury,37,0,4.4607222816222185
ambulatory,Encounter for check up (procedure),85.55,85.55,-0.3210173917402381,-0.4226653753336955,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,37,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,-0.37753212688817955,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.8 %,,,,,,,,,,,1.1878968245244654,1,14,Other,66,9,6.6590118286176425
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-0.37753212688817955,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-0.37753212688817955,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,30,Respiratory Infection,65,0,4.4607222816222185
ambulatory,Encounter for symptom (procedure),85.55,8790.24,0.41484892248686767,-0.37753212688817955,,UrineBacteria Greater than 100 000 colony forming units per mL Klebsiella pneumoniae nan,,,,,,,,,,,,,,Negative (qualifier value) nan,,0.8441666528937534,1,0,Other,3,0,9.081511050126913
wellness,General examination of patient (procedure),136.8,1716.16,-0.3210173917402381,-0.3323988784426635,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.8 %,,,,,,,,,,,1.0733201006475614,1,0,Other,66,9,7.448427042345116
wellness,General examination of patient (procedure),136.8,1149.66,-0.3210173917402381,-0.2872656299971475,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,1.1878968245244654,1,21,Pregnancy,11,9,7.048090969775667
wellness,General examination of patient (procedure),136.8,1273.28,-0.3210173917402381,-0.24213238155163147,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,0.8441666528937534,1,14,Other,66,9,7.150136592203754
outpatient,Encounter for check up (procedure),85.55,1041.26,-0.3210173917402381,-0.19699913310611547,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,1.5316269961551776,1,14,Pregnancy,11,5,6.949146711341887
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-0.19699913310611547,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-0.19699913310611547,,,,,,,,,,,,,,,,,,0.9587433767706574,1,8,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,236.31,-0.3210173917402381,-0.19699913310611547,,COVID19 Detected (qualifier value) nan,,40.3 Cel,,,,,,,,,,,,,,-0.530754033629095,1,51,Other,61,0,5.469367303303927
inpatient,Hospital admission for isolation (procedure),146.18,17020.9,1.3559000260772036,-0.19699913310611547,,COVID19 Not detected (qualifier value) nan,,39.0 Cel,,,,,,,,,,,,,,3.937738197570163,1,31,Other,20,4,9.742256029269328
wellness,General examination of patient (procedure),136.8,798.74,-0.1778738819571191,-0.19699913310611547,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,1.0733201006475614,1,48,Pregnancy,45,9,6.684286674843982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.27109261151716013,-0.19699913310611547,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,-0.15186588466059944,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
wellness,General examination of patient (procedure),136.8,1141.65,-0.3210173917402381,-0.15186588466059944,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.1 %,,,,,,,,,,,1.0733201006475614,1,0,Pregnancy,45,9,7.041105405178893
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.3210173917402381,-0.15186588466059944,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
wellness,General examination of patient (procedure),136.8,785.58,-0.3210173917402381,-0.10673263621508343,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,0.9587433767706574,1,48,Other,66,9,6.667694433790917
ambulatory,Encounter for check up (procedure),85.55,2673.95,-0.3210173917402381,-0.10673263621508343,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
wellness,General examination of patient (procedure),136.8,860.16,-0.3210173917402381,-0.061599387769567415,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,0.9587433767706574,1,3,Pregnancy,45,9,6.758280317593128
wellness,General examination of patient (procedure),136.8,785.58,-0.3210173917402381,-0.016466139324051398,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,1.1878968245244654,1,24,Other,66,9,6.667694433790917
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.3210173917402381,-0.016466139324051398,,,,,,,,,,,,,,,,,,1.3024735484013694,1,12,Dental Issue,48,0,8.17124621083248
outpatient,Encounter for check up (procedure),85.55,868.65,-0.174305778093807,-1.415596841135048,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,28,5,6.768090831854162
wellness,General examination of patient (procedure),136.8,919.9,-0.1830423458153773,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,38,Other,66,9,6.825351452727321
wellness,General examination of patient (procedure),136.8,994.48,-0.16967674128871654,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Other,66,9,6.903225032895605
wellness,General examination of patient (procedure),136.8,994.48,-0.16967674128871654,-0.8739978597888557,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Other,66,9,6.903225032895605
wellness,General examination of patient (procedure),136.8,1069.06,-0.1563111367620558,-0.37753212688817955,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,42,Heart Condition,13,9,6.975470000650176
emergency,Emergency hospital admission (procedure),87.71,87.71,-0.314259320585768,-0.3323988784426635,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,12,Other,16,1,4.485372622532496
emergency,Emergency treatment (procedure),146.18,6196.09,0.7625123464281496,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Dental Issue,34,1,8.731835106013014
emergency,Emergency treatment (procedure),146.18,146.18,-0.3037808156692508,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Neurological Issue,14,1,4.991656327498453
wellness,General examination of patient (procedure),136.8,1534.04,-0.055060141247537206,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,20,Other,66,9,7.336311718313699
ambulatory,Encounter for problem (procedure),85.55,1379.75,-0.08271070604263626,-0.19699913310611547,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,10,Other,41,0,7.230382108781297
ambulatory,Encounter for problem (procedure),85.55,234.71,-0.28791520868687914,-0.061599387769567415,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,15,0,5.46260223585584
emergency,Emergency room admission (procedure),146.18,146.18,-0.3037808156692508,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,21,1,4.991656327498453
inpatient,Drug rehabilitation and detoxification (regime/therapy),146.18,146.18,-0.3037808156692508,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Substance Abuse,19,4,4.991656327498453
inpatient,Admission to surgical transplant department (procedure),146.18,3480.38,0.29374665299248565,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,11,Other,10,4,8.155184045886804
wellness,General examination of patient (procedure),136.8,1143.64,-0.11606378539979412,0.6153993389131729,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Other,33,9,7.042845456070653
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.3146464177402007,0.6153993389131729,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,33,0,4.4607222816222185
outpatient,Encounter for problem (procedure),85.55,85.55,-0.3146464177402007,0.7507990842497209,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,11,Other,16,5,4.4607222816222185
wellness,General examination of patient (procedure),136.8,1025.29,-0.13727348365308323,0.7959323326952369,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,24,Respiratory Infection,2,9,6.933705636864551
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.28791520868687914,0.7959323326952369,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
hospice,Admission to hospice (procedure),137.53,6608.53,0.857035736767945,0.8410655811407529,,,,,,,,,,,,,,,,,,1.4170502722782734,1,0,Other,15,3,8.796267825930403
emergency,Emergency room admission (procedure),146.18,146.18,-0.3010926409856907,0.8410655811407529,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Substance Abuse,21,1,4.991656327498453
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,0.8410655811407529,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3119582430566406,0.8410655811407529,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Respiratory Infection,2,0,4.4607222816222185
urgentcare,Urgent care clinic (environment),142.58,845.98,-0.17568033141533407,0.8410655811407529,186.8 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.8441666528937534,1,32,Respiratory Infection,2,7,6.741677081622384
urgentcare,Urgent care clinic (environment),142.58,142.58,-0.30173780290974517,0.8410655811407529,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Respiratory Infection,2,7,4.966892371148337
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.1519131803384882,0.8410655811407529,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
wellness,General examination of patient (procedure),136.8,800.37,-0.1775817669748389,0.8410655811407529,186.8 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,1.0733201006475614,1,51,Other,66,9,6.686322763011713
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.30653698813686453,0.8410655811407529,,,,,,,,,,,,,,,,,,1.3024735484013694,1,13,Dental Issue,30,0,8.17124621083248
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.28522703400331906,0.8410655811407529,,HDL 40.7 mg/dL,,,,,,,,,,,,,98.5 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
ambulatory,Encounter for check up (procedure),85.55,12137.65,1.8479184305256617,0.8861988295862689,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,53,0,9.404149855794103
wellness,General examination of patient (procedure),136.8,914.78,-0.15707816260509827,0.8861988295862689,186.8 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,-0.07244713812147889,1,48,Respiratory Infection,2,9,6.819776161155086
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.28522703400331906,0.8861988295862689,,HDL 31.5 mg/dL,,,,,,,,,,,,,94.0 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,0.8861988295862689,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,0.931332078031785,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,0.931332078031785,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,0.931332078031785,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,0.931332078031785,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,0.931332078031785,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,1011.46,-0.13975198071132564,0.931332078031785,186.8 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,6,Respiratory Infection,2,9,6.920138292027465
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.28522703400331906,0.931332078031785,,HDL 49.0 mg/dL,,,,,,,,,,,,,91.4 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.30653698813686453,0.931332078031785,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3119582430566406,0.976465326477301,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
inpatient,Drug rehabilitation and detoxification (regime/therapy),146.18,146.18,-0.3010926409856907,0.976465326477301,,,,,4.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,19,4,4.991656327498453
outpatient,Encounter for check up (procedure),85.55,868.65,-0.17161760341024693,0.976465326477301,186.8 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.8441666528937534,1,25,Pregnancy,11,5,6.768090831854162
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3119582430566406,0.976465326477301,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.30653698813686453,0.976465326477301,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,0.976465326477301,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,568.2,-0.21918933472698193,0.976465326477301,186.8 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.2712830335092332,1,37,Pregnancy,45,9,6.344231866215697
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.28522703400331906,0.976465326477301,,HDL 42.9 mg/dL,,,,,,,,,,,,,83.4 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.30653698813686453,0.976465326477301,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.021598574922817,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.021598574922817,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.021598574922817,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.021598574922817,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.021598574922817,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.021598574922817,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.021598574922817,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.021598574922817,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.021598574922817,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,1266.8,-0.09399207913131011,1.021598574922817,186.8 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Pregnancy,45,9,7.145038393850066
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.28522703400331906,1.021598574922817,,HDL 57.0 mg/dL,,,,,,,,,,,,,77.8 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
inpatient,Drug rehabilitation and detoxification (regime/therapy),146.18,146.18,-0.3010926409856907,1.066731823368333,,,,,2.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,19,4,4.991656327498453
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.066731823368333,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,1093.96,-0.12496701995174514,1.066731823368333,186.8 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.8441666528937534,1,18,Pregnancy,11,9,6.998473111903011
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.28522703400331906,1.066731823368333,,HDL 58.8 mg/dL,,,,,,,,,,,,,86.6 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.30653698813686453,1.066731823368333,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
inpatient,Drug rehabilitation and detoxification (regime/therapy),146.18,282.18,-0.27671985718807923,1.066731823368333,,,,,4.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,19,4,5.646082737856825
ambulatory,Encounter for problem (procedure),85.55,1379.75,-0.08002253135907618,1.111865071813849,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Other,41,0,7.230382108781297
ambulatory,Follow-up encounter (procedure),85.55,516.95,-0.23464633915745245,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,41,0,6.2498787125041115
ambulatory,Encounter for check up (procedure),85.55,20297.15,3.310195852559565,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,53,0,9.918285027872088
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
wellness,General examination of patient (procedure),136.8,840.2,-0.17044376713175902,1.111865071813849,186.8 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,38,Other,66,9,6.734829443828545
emergency,Emergency room admission (procedure),146.18,146.18,-0.3010926409856907,1.111865071813849,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Substance Abuse,21,1,4.991656327498453
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.28522703400331906,1.111865071813849,,HDL 44.5 mg/dL,,,,,,,,,,,,,78.1 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.156998320259365,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.156998320259365,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.156998320259365,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.156998320259365,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.156998320259365,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3119582430566406,1.156998320259365,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.156998320259365,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for problem (procedure),85.55,516.95,-0.23464633915745245,1.156998320259365,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Substance Abuse,19,0,6.2498787125041115
ambulatory,Encounter for symptom (procedure),85.55,137.1,-0.3027198827274724,1.156998320259365,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,16,Respiratory Infection,2,0,4.9279780604152466
wellness,General examination of patient (procedure),136.8,853.36,-0.16808534187604895,1.156998320259365,186.8 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.6150132051399453,1,0,Pregnancy,45,9,6.750352650630604
urgentcare,Urgent care clinic (environment),142.58,402.61,-0.2551373987120032,1.156998320259365,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,7,6.000449065179446
urgentcare,Urgent care clinic (environment),142.58,1436.78,-0.06980209121218073,1.156998320259365,186.8 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.6150132051399453,1,47,Heart Condition,23,7,7.270855536312532
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.28522703400331906,1.202131568704881,,HDL 40.5 mg/dL,,,,,,,,,,,,,70.5 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
emergency,Emergency room admission (procedure),146.18,146.18,-0.3010926409856907,1.202131568704881,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Substance Abuse,21,1,4.991656327498453
outpatient,Encounter for check up (procedure),85.55,652.95,-0.21027355535984096,1.202131568704881,186.8 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.6150132051399453,1,21,Pregnancy,45,5,6.483030895935162
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3119582430566406,1.202131568704881,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
outpatient,Encounter for check up (procedure),85.55,906.85,-0.16477171854944722,1.202131568704881,186.8 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,1.0733201006475614,1,39,Other,66,5,6.811079166716676
wellness,General examination of patient (procedure),136.8,352.5,-0.257845286676576,1.202131568704881,,,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Respiratory Infection,2,9,5.867883485336628
ambulatory,Encounter for check up (procedure),85.55,3968.15,0.3838488920360526,1.202131568704881,,,,,,,,,,,,,,,,,,1.5316269961551776,1,13,Dental Issue,48,0,8.286307244963867
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3119582430566406,1.247264817150397,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.28522703400331906,1.247264817150397,,HDL 78.3 mg/dL,,,,,,,,,,,,,84.8 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
inpatient,Drug rehabilitation and detoxification (regime/therapy),146.18,146.18,-0.3010926409856907,1.247264817150397,,,,,4.0 score,,,,,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,19,4,4.991656327498453
ambulatory,Encounter for symptom (procedure),85.55,92.93,-0.3210173917402381,-1.9120625740357242,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Respiratory Infection,1,0,4.542549824006424
wellness,General examination of patient (procedure),136.8,1056.17,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Injury,37,9,6.963350805483009
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,13,Pregnancy,45,9,6.558481450523715
ambulatory,Prenatal visit (regime/therapy),142.58,1005.38,-0.3210173917402381,-0.9191311082343717,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,17,0,6.914115012934719
inpatient,Admission to surgical department (procedure),146.18,5433.47,-0.3210173917402381,-0.5129318722247276,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,8,Other,59,4,8.60051727870095
wellness,General examination of patient (procedure),136.8,923.8,-0.3210173917402381,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,18,Other,66,9,6.8295774979181125
wellness,General examination of patient (procedure),136.8,1115.65,-0.3210173917402381,0.2994665997945607,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Other,66,9,7.018088410666484
wellness,General examination of patient (procedure),136.8,1174.12,-0.3210173917402381,0.4799995935766248,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,6,Heart Condition,13,9,7.069125549023159
wellness,General examination of patient (procedure),136.8,860.16,-0.3210173917402381,0.5251328420221408,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,6.758280317593128
wellness,General examination of patient (procedure),136.8,785.58,-0.3210173917402381,0.5702660904676569,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.0 %,,,,,,,,,,,0.9587433767706574,1,20,Pregnancy,45,9,6.667694433790917
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,0.5702660904676569,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for problem (procedure),85.55,85.55,-0.3210173917402381,0.5702660904676569,,,,,10.0 score,,,,,,,,,,,,,-0.7599074813829031,1,7,Other,46,0,4.4607222816222185
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,0.5702660904676569,,,,37.6 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,23,Respiratory Infection,4,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,785.58,-0.3210173917402381,0.6153993389131729,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,0.5004364812630413,1,16,Other,66,9,6.667694433790917
wellness,General examination of patient (procedure),136.8,1475.38,-0.3210173917402381,0.6605325873586888,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.1 %,,,,,,,,,,,1.1878968245244654,1,17,Pregnancy,45,9,7.297348424599717
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,0.7056658358042048,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,860.16,-0.3210173917402381,0.7056658358042048,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.0 %,,,,,,,,,,,0.9587433767706574,1,31,Pregnancy,11,9,6.758280317593128
ambulatory,Encounter for symptom (procedure),85.55,4930.85,-0.31797617011490376,0.7056658358042048,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,16,Respiratory Infection,2,0,8.503469450196427
outpatient,Encounter for check up (procedure),85.55,814.03,-0.2334868398106102,0.7056658358042048,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,1.0733201006475614,1,0,Other,66,5,6.7032249223793485
wellness,General examination of patient (procedure),136.8,1001.28,-0.3210173917402381,0.7507990842497209,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.1 %,,,,,,,,,,,0.6150132051399453,1,25,Other,66,9,6.910032683726177
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,0.7507990842497209,,,,,,,,,,,,,,,,,,1.0733201006475614,1,13,Dental Issue,30,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,860.16,-0.3210173917402381,0.7959323326952369,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,0.5004364812630413,1,14,Other,66,9,6.758280317593128
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.31448333514273136,0.8410655811407529,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.281078284408358,0.8410655811407529,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
wellness,General examination of patient (procedure),136.8,921.58,-0.18889181392680404,0.8410655811407529,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.1 %,,,,,,,,,,,1.1878968245244654,1,23,Other,66,9,6.827174093021854
wellness,General examination of patient (procedure),136.8,921.58,-0.22229686466117743,0.8861988295862689,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.8 %,,,,,,,,,,,0.9587433767706574,1,40,Other,66,9,6.827174093021854
wellness,General examination of patient (procedure),136.8,1150.44,-0.18948679659009868,0.931332078031785,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,1.4170502722782734,1,10,Pregnancy,45,9,7.048768611954415
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,0.931332078031785,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
emergency,Emergency room admission (procedure),146.18,9484.62,1.0387850192398982,0.931332078031785,,,,,,,,,,,,,,,,,-0.0 T-score,-0.07244713812147889,1,19,Injury,25,1,9.157532246600777
ambulatory,Encounter for check up (procedure),85.55,85.55,-0.3210173917402381,0.976465326477301,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,26,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,778.78,-0.23050475802831422,0.976465326477301,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.0 %,,,,,,,,,,,1.3024735484013694,1,54,Pregnancy,11,9,6.6590118286176425
wellness,Well child visit (procedure),136.8,994.48,-0.3210173917402381,-1.3704635926895319,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,31,9,6.903225032895605
wellness,General examination of patient (procedure),136.8,1290.59,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,22,Injury,28,9,7.16362929651906
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Other,18,9,6.558481450523715
inpatient,Admission to surgical department (procedure),146.18,5140.09,0.04775895616572476,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,8,Other,59,4,8.545020398223999
wellness,General examination of patient (procedure),136.8,917.0,-0.3210173917402381,-0.8288646113433397,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,35,Other,66,9,6.822197390620491
wellness,General examination of patient (procedure),136.8,996.16,-0.3210173917402381,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,22,Other,66,9,6.904911238530402
outpatient,Encounter for check up (procedure),85.55,950.03,-0.3210173917402381,-0.5129318722247276,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Heart Condition,23,5,6.857545607789159
ambulatory,Encounter for symptom (procedure),85.55,775.79,-0.3210173917402381,-0.46779862377921155,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Respiratory Infection,2,0,6.655170043567786
wellness,General examination of patient (procedure),136.8,1069.06,-0.3210173917402381,-0.4226653753336955,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,1.1878968245244654,1,48,Pregnancy,45,9,6.975470000650176
wellness,General examination of patient (procedure),136.8,996.16,-0.3210173917402381,-0.2872656299971475,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,0.15670630963232918,1,21,Other,66,9,6.904911238530402
urgentcare,Urgent care clinic (environment),142.58,4699.37,-0.3210173917402381,-0.24213238155163147,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,46.2 %,,,,,,,,0.8441666528937534,1,27,Pregnancy,45,7,8.455396508003881
wellness,General examination of patient (procedure),136.8,5735.75,0.5013113730088943,-0.19699913310611547,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,36.9 %,,,,,,,,1.4170502722782734,1,47,Other,66,9,8.654648126870086
ambulatory,Encounter for check up (procedure),85.55,4830.95,0.3715926075954744,-0.19699913310611547,,,,,,,,,,,,,,,,,,2.2190873394166015,1,25,Dental Issue,30,0,8.483005391878994
ambulatory,Postoperative follow-up visit (procedure),142.58,2299.58,0.008671104150305389,-0.19699913310611547,,,,,,,,,,,,,,,,,,0.6150132051399453,1,14,Other,6,0,7.740916544039788
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.30875214671738127,-0.19699913310611547,,SBP 140.0 mm[Hg],,,,84.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.30875214671738127,-0.19699913310611547,,SBP 139.0 mm[Hg],,,,81.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.30875214671738127,-0.19699913310611547,,SBP 137.0 mm[Hg],,,,75.0 mm[Hg],,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,6001.85,0.527546165803985,-0.15186588466059944,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,31.7 %,,,,,,,,1.1878968245244654,1,32,Other,66,9,8.699989635433404
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,-0.15186588466059944,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,14485.99,1.7558269422162605,-0.10673263621508343,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,30.6 %,,,,,,,,1.3024735484013694,1,11,Pregnancy,45,9,9.581006284267374
ambulatory,Encounter for symptom (procedure),85.55,3368.75,0.16195799307272443,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,16,Respiratory Infection,2,0,8.122593836618378
outpatient,Encounter for check up (procedure),85.55,4295.76,0.2948613494279352,-0.10673263621508343,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,38.9 %,,,,,,,,0.9587433767706574,1,50,Pregnancy,45,5,8.36561652929452
outpatient,Encounter for check up (procedure),85.55,3438.08,0.17189707093607393,-0.10673263621508343,,HbA1c 6.2 %,,,,,,,,41.3 %,,,,,,,,-0.6453307575059991,1,14,Heart Condition,23,5,8.142959272738027
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,-0.10673263621508343,,,,,,,,,,,,,,,,,,1.3024735484013694,1,13,Dental Issue,30,0,8.17124621083248
wellness,General examination of patient (procedure),136.8,14127.49,1.7011423006868254,-0.061599387769567415,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,38.4 %,,,,,,,,0.38585975738613726,1,16,Pregnancy,45,9,9.555948605141511
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,-0.061599387769567415,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,6501.54,0.6111035955513111,-0.016466139324051398,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,34.8 %,,,,,,,,1.3024735484013694,1,24,Other,66,9,8.779948148784086
hospice,Admission to hospice (procedure),137.53,5314.33,0.4408937509376535,-0.016466139324051398,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Other,51,3,8.578350377277616
wellness,Death Certification,136.8,211.38,-0.29071270247423736,-0.016466139324051398,,,,,,,,,,,,,,Pulmonary emphysema (disorder) nan,,,,-0.7599074813829031,1,0,Other,51,9,5.3583771229757
wellness,Well child visit (procedure),136.8,347.38,-0.27668401485896515,-1.95719582248124,52.8 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,5.853293838049316
wellness,Well child visit (procedure),136.8,272.8,-0.27212845482855863,-1.95719582248124,56.4 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,28,9,5.612397912854348
wellness,Well child visit (procedure),136.8,816.8,-0.17463731963811277,-1.95719582248124,61.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,9,6.706617807930542
wellness,Well child visit (procedure),136.8,1032.5,-0.13598136768851868,-1.95719582248124,65.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,6.940706379121823
wellness,Well child visit (procedure),136.8,1679.6,-0.02001351183973649,-1.95719582248124,70.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,7.4269061514941175
wellness,Well child visit (procedure),136.8,868.52,-0.16536849332919756,-1.95719582248124,74.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.767941335254932
wellness,Well child visit (procedure),136.8,1032.5,-0.15390253224558592,-1.95719582248124,78.1 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.940706379121823
outpatient,Encounter for symptom (procedure),85.55,85.55,-0.3146464177402007,-1.95719582248124,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,2,Respiratory Infection,47,5,4.4607222816222185
wellness,Well child visit (procedure),136.8,1037.27,-0.13512652813914658,-1.95719582248124,81.3 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.945311145508571
wellness,Well child visit (procedure),136.8,272.8,-0.27212845482855863,-1.95719582248124,87.0 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,5.612397912854348
wellness,Well child visit (procedure),136.8,803.98,-0.19485597749139602,-1.95719582248124,91.3 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,6.690817432389431
wellness,Well child visit (procedure),136.8,272.8,-0.27212845482855863,-1.95719582248124,95.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,5.612397912854348
wellness,Well child visit (procedure),136.8,568.2,-0.2371104992840492,-1.95719582248124,99.0 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,38,9,6.344231866215697
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.22653690955411626,-1.95719582248124,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,2552.81,0.12751530691049687,-1.95719582248124,,,,38.6 Cel,,,,,,,,,,,,,,-0.530754033629095,1,12,Other,60,0,7.845341640716331
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3146464177402007,-1.95719582248124,,,,38.1 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,12,Other,60,0,4.4607222816222185
wellness,Well child visit (procedure),136.8,272.8,-0.27212845482855863,-1.95719582248124,102.5 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Substance Abuse,19,9,5.612397912854348
wellness,Well child visit (procedure),136.8,1679.6,-0.03793467639680374,-1.9120625740357242,109.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,7.4269061514941175
outpatient,Encounter for symptom (procedure),85.55,85.55,-0.3146464177402007,-1.8669293255902082,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,2,Respiratory Infection,47,5,4.4607222816222185
wellness,Well child visit (procedure),136.8,347.38,-0.2587628503018979,-1.8669293255902082,116.9 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Other,66,9,5.853293838049316
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-1.8217960771446922,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,Well child visit (procedure),136.8,1135.6,-0.12905483758721217,-1.8217960771446922,123.8 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,9,7.035796628863021
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,9,Other,66,9,6.558481450523715
ambulatory,Prenatal visit (regime/therapy),142.58,1005.38,-0.3210173917402381,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Pregnancy,11,0,6.914115012934719
wellness,General examination of patient (procedure),136.8,778.78,-0.2742556970614825,-0.8288646113433397,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,32,Other,66,9,6.6590118286176425
wellness,General examination of patient (procedure),136.8,1053.0,-0.17005129362795923,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,32,Other,66,9,6.960347729101308
wellness,General examination of patient (procedure),136.8,934.74,-0.18700650741540056,-0.5580651206702436,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,6,Heart Condition,13,9,6.841337660112421
inpatient,Admission to surgical department (procedure),146.18,3817.64,0.09957441924957333,-0.5129318722247276,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,8,Other,59,4,8.247649617267712
outpatient,Patient encounter procedure (procedure),142.58,13747.95,1.4409843390447914,-0.46779862377921155,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Other,18,5,9.528717736542502
ambulatory,Encounter for symptom (procedure),85.55,1076.33,-0.16670541220515478,-0.46779862377921155,,,,37.5 Cel,,,,,,,,,,,,,,-0.530754033629095,1,23,Respiratory Infection,4,0,6.982241036908683
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-0.4226653753336955,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,860.16,-0.3210173917402381,-0.4226653753336955,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,0.8441666528937534,1,0,Pregnancy,45,9,6.758280317593128
urgentcare,Urgent care clinic (environment),142.58,278.58,-0.3210173917402381,-0.4226653753336955,,,,,,,6.0 %,,,,,,,,,,,-0.7599074813829031,1,0,Injury,28,7,5.633288477042982
outpatient,Encounter for check up (procedure),85.55,1134.76,-0.1918344691470745,-0.4226653753336955,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,1.3024735484013694,1,10,Pregnancy,45,5,7.035057309355318
ambulatory,Encounter for symptom (procedure),85.55,127.65,-0.302716298494561,-0.4226653753336955,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,16,Respiratory Infection,2,0,4.857095538727753
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,-0.4226653753336955,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
wellness,General examination of patient (procedure),136.8,996.16,-0.3210173917402381,-0.2872656299971475,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,0.8441666528937534,1,25,Pregnancy,11,9,6.904911238530402
ambulatory,Encounter for check up (procedure),85.55,3968.15,-0.3210173917402381,-0.2872656299971475,,,,,,,,,,,,,,,,,,1.5316269961551776,1,13,Dental Issue,30,0,8.286307244963867
outpatient,Patient encounter procedure (procedure),142.58,11316.94,0.7883600420688076,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Other,18,5,9.334144356398436
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30568583546166705,-0.2872656299971475,,,,37.4 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,23,Respiratory Infection,4,0,4.4607222816222185
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,-0.24213238155163147,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
wellness,General examination of patient (procedure),136.8,1949.22,-0.2505907992638752,-0.19699913310611547,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,0.7295899290168494,1,14,Pregnancy,45,9,7.575697465706858
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,-0.19699913310611547,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
ambulatory,Follow-up encounter (procedure),85.55,85.55,-0.30875214671738127,-0.19699913310611547,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,33,0,4.4607222816222185
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.3210173917402381,-0.15186588466059944,,HDL 63.9 mg/dL,,,,,,,,,,,,,83.3 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,-0.10673263621508343,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.1 %,,,,,,,,,,,0.6150132051399453,1,32,Other,66,9,6.6590118286176425
ambulatory,Encounter for check up (procedure),85.55,2673.95,-0.03503503197147025,-0.10673263621508343,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.2873686131678886,-0.10673263621508343,,HDL 70.1 mg/dL,,,,,,,,,,,,,81.6 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
outpatient,Patient encounter procedure (procedure),142.58,15867.31,1.9538665632705878,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Other,18,5,9.672079317616824
ambulatory,Follow-up encounter (procedure),85.55,234.71,-0.3210173917402381,-0.061599387769567415,,HDL 42.5 mg/dL,,,,,,,,,,,,,71.4 mg/dL,,,-0.7599074813829031,1,0,Other,33,0,5.46260223585584
wellness,General examination of patient (procedure),136.8,704.2,-0.21532732376493396,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,9,Injury,28,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,778.78,-0.2083326932383106,-0.4226653753336955,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,13,Respiratory Infection,65,9,6.6590118286176425
wellness,General examination of patient (procedure),136.8,923.8,-0.18234342039765167,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,18,Other,66,9,6.8295774979181125
ambulatory,Encounter for problem (procedure),85.55,1706.26,-0.3210173917402381,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,8,0,7.442645025197012
wellness,General examination of patient (procedure),136.8,1008.08,-0.1672394629089554,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Other,7,9,6.916794303632807
ambulatory,Encounter for symptom (procedure),85.55,948.35,-0.3210173917402381,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,8,Other,57,0,6.8557775398894245
inpatient,Encounter for problem (procedure),87.71,966.87,-0.15401543558229547,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Other,57,4,6.875097780737196
wellness,General examination of patient (procedure),136.8,1057.17,-0.13783262398726373,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,4,Other,66,9,6.964296280039812
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,0.7056658358042048,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Respiratory Infection,4,9,6.6590118286176425
ambulatory,Encounter for problem (procedure),85.55,1444.46,-0.3210173917402381,0.7056658358042048,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Heart Condition,38,0,7.276182888987738
wellness,General examination of patient (procedure),136.8,1216.98,-0.3210173917402381,0.976465326477301,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Injury,26,9,7.104949027773779
wellness,General examination of patient (procedure),136.8,1507.26,-0.3210173917402381,1.021598574922817,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Respiratory Infection,2,9,7.318711947499455
wellness,General examination of patient (procedure),136.8,1975.0,-0.3210173917402381,1.066731823368333,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,1.3024735484013694,1,43,Other,66,9,7.588829878307813
ambulatory,Encounter for check up (procedure),85.55,2673.95,-0.3210173917402381,1.066731823368333,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
urgentcare,Patient encounter procedure (procedure),142.58,573.98,-0.22442589901055698,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,7,6.354335257583726
home,Home visit (procedure),128.53,1854.13,0.0049918890667394866,1.111865071813849,,,,,,,,,,,,,,,,,,0.38585975738613726,1,0,Other,63,2,7.52571005344852
home,Home visit (procedure),128.53,559.93,-0.22694382263082494,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,559.93,-0.22694382263082494,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,559.93,-0.22694382263082494,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,559.93,-0.22694382263082494,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,559.93,-0.22694382263082494,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,559.93,-0.22694382263082494,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
wellness,General examination of patient (procedure),136.8,1654.24,-0.3210173917402381,1.111865071813849,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,0.7295899290168494,1,32,Other,66,9,7.4117012924032295
home,Home visit (procedure),128.53,559.93,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,559.93,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,446.7,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,63,2,6.10412336524692
home,Home visit (procedure),128.53,559.93,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,559.93,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,559.93,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,991.33,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,63,2,6.900055713255696
home,Home visit (procedure),128.53,559.93,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,559.93,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,629.34,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,63,2,6.446259356349014
home,Home visit (procedure),128.53,559.93,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,559.93,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,487.11,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,63,2,6.190540790288233
home,Home visit (procedure),128.53,559.93,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,559.93,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,559.93,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,344.23,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,63,2,5.8442108615745205
home,Home visit (procedure),128.53,344.23,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,63,2,5.8442108615745205
home,Home visit (procedure),128.53,980.36,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,63,2,6.8889393647244965
home,Home visit (procedure),128.53,344.23,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,63,2,5.8442108615745205
home,Home visit (procedure),128.53,559.93,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,63,2,6.329596120553775
home,Home visit (procedure),128.53,463.74,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,63,2,6.141478109425467
home,Home visit (procedure),128.53,344.23,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,63,2,5.8442108615745205
home,Home visit (procedure),128.53,991.33,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.301600585875287,1,0,Other,63,2,6.900055713255696
outpatient,Encounter for check up (procedure),85.55,1300.77,-0.3210173917402381,1.111865071813849,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,0.7295899290168494,1,21,Other,66,5,7.171480155858151
ambulatory,Encounter for symptom (procedure),85.55,120.06,-0.3210173917402381,1.111865071813849,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,16,Respiratory Infection,2,0,4.7962862904635415
wellness,General examination of patient (procedure),136.8,1148.76,-0.11514622177447228,1.156998320259365,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.1 %,,,,,,,,,,,1.6462037200320816,1,30,Pregnancy,45,9,7.047308503925154
wellness,General examination of patient (procedure),136.8,1216.98,-0.10292040331364101,1.202131568704881,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,0.7295899290168494,1,3,Pregnancy,45,9,7.104949027773779
wellness,General examination of patient (procedure),136.8,1425.88,-0.3210173917402381,1.247264817150397,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,2.1045106155396978,1,23,Other,66,9,7.263245521439112
ambulatory,Encounter for check up (procedure),85.55,3536.75,-0.3210173917402381,1.247264817150397,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
wellness,General examination of patient (procedure),136.8,1870.34,0.014169317436413593,1.292398065595913,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.4 %,,,,,,,,,,,2.44824078717041,1,25,Other,66,9,7.534410030769638
ambulatory,Encounter for check up (procedure),85.55,3968.15,0.3838488920360526,1.292398065595913,,,,,,,,,,,,,,,,,,1.5316269961551776,1,13,Dental Issue,30,0,8.286307244963867
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.2773650191121337,1.337531314041429,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
wellness,General examination of patient (procedure),136.8,1216.98,-0.3210173917402381,1.337531314041429,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,1.5316269961551776,1,14,Other,66,9,7.104949027773779
wellness,General examination of patient (procedure),136.8,1216.98,-0.10292040331364101,1.3826645624869451,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.4 %,,,,,,,,,,,0.7295899290168494,1,26,Respiratory Infection,2,9,7.104949027773779
wellness,General examination of patient (procedure),136.8,1284.76,-0.09077343797686083,1.4277978109324612,,SmokingStatus Never smoked tobacco (finding) nan,,,,,5.9 %,,,,,,,,,,,1.7607804439089856,1,24,Other,66,9,7.1591052621865146
ambulatory,Encounter for check up (procedure),85.55,3968.15,0.3838488920360526,1.4277978109324612,,,,,,,,,,,,,,,,,,1.5316269961551776,1,13,Dental Issue,48,0,8.286307244963867
wellness,General examination of patient (procedure),136.8,1216.98,-0.12084156787070827,1.4729310593779772,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.2 %,,,,,,,,,,,1.1878968245244654,1,17,Other,66,9,7.104949027773779
ambulatory,Encounter for symptom (procedure),85.55,340.92,-0.26619296512725793,1.5180643078234932,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,16,Respiratory Infection,2,0,5.8345767915708375
urgentcare,Urgent care clinic (environment),142.58,1431.54,-0.07074116023497105,1.5180643078234932,,SmokingStatus Never smoked tobacco (finding) nan,,,,,6.3 %,,,,,,,,,,,1.1878968245244654,1,10,Pregnancy,45,7,7.267204371410219
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,1.5180643078234932,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,9,Other,50,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2350638473529838,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Other,17,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,1513.68,-0.3210173917402381,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,21,Injury,28,9,7.322959474511034
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3210173917402381,-1.0545308535709197,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3210173917402381,-1.0093976051254037,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,919.9,-0.3210173917402381,-0.9642643566798877,174.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,21,Other,66,9,6.825351452727321
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3210173917402381,-0.8739978597888557,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,994.48,-0.3210173917402381,-0.8288646113433397,174.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.8441666528937534,1,31,Pregnancy,11,9,6.903225032895605
outpatient,Patient encounter procedure (procedure),142.58,573.98,-0.3210173917402381,-0.8288646113433397,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,6.354335257583726
ambulatory,Prenatal initial visit (regime/therapy),142.58,36089.71,3.0729805657834883,-0.8288646113433397,,,,,,,,,,,,,,,,,,4.854351988585395,1,11,Pregnancy,45,0,10.493790770482946
ambulatory,Prenatal visit (regime/therapy),142.58,15775.13,2.5060696146510453,-0.8288646113433397,,,,,,,,,,,,,,,,,,0.2712830335092332,1,0,Pregnancy,45,0,9.666253317173577
ambulatory,Prenatal visit (regime/therapy),142.58,14448.37,2.2414170249380994,-0.7837313628978236,,,,,,,,,,,,,,,,,,0.5004364812630413,1,0,Pregnancy,45,0,9.578406093974214
ambulatory,Prenatal visit (regime/therapy),142.58,14553.91,2.278252186568695,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.58568367271849
ambulatory,Prenatal visit (regime/therapy),142.58,6558.54,0.8453887719223071,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.788675757528257
ambulatory,Prenatal visit (regime/therapy),142.58,16640.32,2.652161156003802,-0.7837313628978236,,,,,,,,,,,,,,,,,,0.8441666528937534,1,0,Pregnancy,45,0,9.719644038152062
ambulatory,Encounter for symptom (procedure),85.55,980.43,-0.15427350035191723,-0.7837313628978236,,,,38.1 Cel,,,,,,,,,,,,,,-0.530754033629095,1,12,Other,60,0,6.889010691764098
ambulatory,Prenatal visit (regime/therapy),142.58,8806.84,1.2483103146588501,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.083397512933256
ambulatory,Prenatal visit (regime/therapy),142.58,5528.76,0.6608402035465399,-0.7837313628978236,,,,,,,,,,,,,,,,,,0.15670630963232918,1,0,Pregnancy,45,0,8.617899693936252
emergency,Obstetric emergency hospital admission (procedure),146.18,3637.14,0.3218398705521442,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Pregnancy,45,1,8.19922784102042
ambulatory,Encounter for symptom (procedure),85.55,324.87,-0.2717574867222273,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,16,Respiratory Infection,2,0,5.7864985288294735
outpatient,Encounter for check up (procedure),85.55,652.95,-0.21296173004340108,-0.7837313628978236,174.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,-0.41617730975219097,1,32,Other,66,5,6.483030895935162
ambulatory,Postnatal visit (regime/therapy),142.58,1005.38,-0.14980216979492894,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Pregnancy,45,0,6.914115012934719
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.30442597759330525,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,-0.7385981144523077,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,-0.7385981144523077,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Injury,26,5,5.633288477042982
wellness,General examination of patient (procedure),136.8,914.78,-0.3210173917402381,-0.6934648660067917,174.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.8441666528937534,1,28,Pregnancy,45,9,6.819776161155086
ambulatory,Encounter for check up (procedure),85.55,3968.15,-0.3210173917402381,-0.6934648660067917,,,,,,,,,,,,,,,,,,1.5316269961551776,1,13,Dental Issue,30,0,8.286307244963867
ambulatory,Prenatal initial visit (regime/therapy),142.58,11635.57,-0.3210173917402381,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.18702386199838292,1,52,Pregnancy,45,0,9.361908004321132
ambulatory,Prenatal visit (regime/therapy),142.58,1005.38,-0.3210173917402381,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,14,Other,17,0,6.914115012934719
ambulatory,Prenatal initial visit (regime/therapy),142.58,53877.48,9.307572711425161,-0.6483316175612757,,,,,,,,,,,,,,,,,,4.854351988585395,1,11,Pregnancy,45,0,10.894486419287466
ambulatory,Prenatal visit (regime/therapy),142.58,19098.88,3.092763739338035,-0.6483316175612757,,,,,,,,,,,,,,,,,,0.2712830335092332,1,0,Pregnancy,45,0,9.857437331292472
ambulatory,Prenatal visit (regime/therapy),142.58,14462.66,2.261899123910371,-0.6483316175612757,,,,,,,,,,,,,,,,,,0.5004364812630413,1,0,Pregnancy,45,0,9.579394575718505
ambulatory,Prenatal visit (regime/therapy),142.58,4665.96,0.5062163957481636,-0.6483316175612757,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.448263175096717
ambulatory,Prenatal visit (regime/therapy),142.58,11451.02,1.722178163643911,-0.6483316175612757,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.34592141263632
ambulatory,Prenatal visit (regime/therapy),142.58,13704.95,2.126108667945017,-0.6483316175612757,,,,,,,,,,,,,,,,,,0.8441666528937534,1,0,Pregnancy,45,0,9.525585324101758
ambulatory,Prenatal visit (regime/therapy),142.58,6655.56,0.8627758857755737,-0.6483316175612757,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.80335811357731
ambulatory,Prenatal visit (regime/therapy),142.58,12571.64,1.9230063179033179,-0.6483316175612757,,,,,,,,,,,,,,,,,,0.15670630963232918,1,0,Pregnancy,45,0,9.439278303398718
ambulatory,Prenatal visit (regime/therapy),142.58,6837.3,0.8953458102415878,-0.6483316175612757,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.83029444171421
ambulatory,Prenatal visit (regime/therapy),142.58,9281.5,1.3333749143454257,-0.6483316175612757,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.135886186051236
emergency,Obstetric emergency hospital admission (procedure),146.18,577.58,-0.22646891177006265,-0.6483316175612757,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Pregnancy,45,1,6.360576825750348
ambulatory,Postnatal visit (regime/therapy),142.58,1005.38,-0.14980216979492894,-0.6483316175612757,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Pregnancy,45,0,6.914115012934719
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.30442597759330525,-0.6483316175612757,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
outpatient,Encounter for check up (procedure),85.55,727.53,-0.3210173917402381,-0.6031983691157596,174.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.2712830335092332,1,17,Pregnancy,45,5,6.591028805295259
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,-0.6031983691157596,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,-0.5580651206702436,174.6 cm,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,,,,,,,,,,0.5004364812630413,1,35,Substance Abuse,19,9,6.6590118286176425
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,-0.5580651206702436,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,Well child visit (procedure),136.8,704.2,-0.3210173917402381,-1.3253303442440159,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Heart Condition,23,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,9,Injury,28,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,914.78,-0.3210173917402381,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,13,Injury,28,9,6.819776161155086
outpatient,Encounter for check up (procedure),85.55,929.37,-0.3210173917402381,-0.5129318722247276,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Heart Condition,23,5,6.835582356488555
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,-0.3323988784426635,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Injury,28,9,6.6590118286176425
wellness,General examination of patient (procedure),136.8,1045.92,-0.3210173917402381,-0.10673263621508343,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,10,Injury,28,9,6.953607799164226
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,-0.016466139324051398,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Heart Condition,23,9,6.6590118286176425
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3210173917402381,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
outpatient,Patient encounter procedure (procedure),142.58,4185.44,-0.3210173917402381,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,8.339606009761061
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,0.02866710912146462,179.9 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,32,Pregnancy,45,9,6.558481450523715
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3210173917402381,0.07380035756698064,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,0.07380035756698064,179.9 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.2712830335092332,1,17,Pregnancy,45,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,2673.95,-0.3210173917402381,0.07380035756698064,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,48,0,7.891685967566632
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3210173917402381,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,1069.06,-0.3210173917402381,0.11893360601249665,179.9 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,47,Other,66,9,6.975470000650176
ambulatory,Encounter for check up (procedure),85.55,20297.15,1.2062045385320206,0.16406685445801267,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,53,0,9.918285027872088
outpatient,Patient encounter procedure (procedure),142.58,573.98,-0.21815349141558346,0.16406685445801267,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Other,18,5,6.354335257583726
wellness,General examination of patient (procedure),136.8,840.2,-0.17044376713175902,0.16406685445801267,179.9 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.8441666528937534,1,43,Pregnancy,11,9,6.734829443828545
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.312809395731838,0.16406685445801267,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
wellness,General examination of patient (procedure),136.8,1191.9,-0.3210173917402381,0.2092001029035287,179.9 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.5004364812630413,1,17,Pregnancy,45,9,7.0841425962879
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,0.2092001029035287,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,0.2543333513490447,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,0.2543333513490447,179.9 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.7295899290168494,1,25,Pregnancy,11,9,6.6590118286176425
ambulatory,Encounter for check up (procedure),85.55,4830.95,-0.31996183514782683,0.2543333513490447,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,30,0,8.483005391878994
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,0.2994665997945607,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.3210173917402381,0.2994665997945607,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,0.2994665997945607,179.9 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.9587433767706574,1,27,Other,66,9,6.558481450523715
ambulatory,Encounter for check up (procedure),85.55,5262.35,-0.3210173917402381,0.3445998482400767,,,,,,,,,,,,,,,,,,2.2190873394166015,1,25,Dental Issue,30,0,8.56852298513768
wellness,General examination of patient (procedure),136.8,1190.11,-0.2822772103172258,0.3445998482400767,179.9 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,1.4170502722782734,1,24,Pregnancy,45,9,7.082640924452318
ambulatory,Encounter for check up (procedure),85.55,5138.45,0.23150465636933537,0.38973309668559275,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,53,0,8.544701348832834
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,0.38973309668559275,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,0.38973309668559275,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,24,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,778.78,-0.3210173917402381,0.4348663451311088,179.9 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,1.4170502722782734,1,42,Other,66,9,6.6590118286176425
ambulatory,Encounter for check up (procedure),85.55,3105.35,-0.3210173917402381,0.4348663451311088,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,0.4799995935766248,179.9 cm,SmokingStatus Ex-smoker (finding) nan,,,,,,,,,,,,,,,,0.2712830335092332,1,51,Other,66,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,919.9,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Injury,28,9,6.825351452727321
wellness,General examination of patient (procedure),136.8,1141.97,-0.3210173917402381,-1.2350638473529838,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Injury,26,9,7.0413854167312
outpatient,Encounter for problem (procedure),85.55,85.55,-0.3210173917402381,-1.1447973504619517,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,37,Other,16,5,4.4607222816222185
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.30568583546166705,-1.1447973504619517,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
outpatient,Encounter for check up (procedure),85.55,1400.74,-0.14857457002276983,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,32,Other,43,5,7.245469601038617
wellness,General examination of patient (procedure),136.8,717.36,-0.21817141258014056,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,6,Heart Condition,13,9,6.576970836150536
urgentcare,Urgent care clinic (environment),142.58,1231.05,-0.14452438683287264,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,22,Other,66,7,7.116434727685524
urgentcare,Urgent care clinic (environment),142.58,723.14,-0.21734345477760403,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Other,66,7,6.584984743857862
outpatient,Encounter for check up (procedure),85.55,1017.81,-0.17509610145077367,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Other,16,5,6.92639055852631
outpatient,Consultation for treatment (procedure),142.58,142.58,-0.3005765114464472,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,4.966892371148337
wellness,General examination of patient (procedure),136.8,717.36,-0.2432449139119333,-1.0545308535709197,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,87.9 mg/dL,,,,,,,,,0.5004364812630413,1,32,Pregnancy,45,9,6.576970836150536
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,-1.0545308535709197,,,,,,,,,,,,,,,,,,1.0733201006475614,1,13,Dental Issue,48,0,8.041203682485705
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,-1.0545308535709197,,,,37.6 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,23,Respiratory Infection,4,0,4.4607222816222185
urgentcare,Urgent care clinic (environment),142.58,1352.49,-0.1271139754656818,-1.0545308535709197,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,67.0 mg/dL,,,,,,,,,0.7295899290168494,1,18,Other,16,7,7.2104417207743845
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.062344991998721774,-1.0545308535709197,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
outpatient,Encounter for check up (procedure),85.55,666.11,-0.22551909004853812,-1.0545308535709197,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,82.4 mg/dL,,,,,,,,,0.9587433767706574,1,32,Pregnancy,45,5,6.5029549498594506
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,-1.0545308535709197,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
ambulatory,Prenatal initial visit (regime/therapy),142.58,38027.06,5.097491515000439,-1.0093976051254037,,,,,,,,,,,,,,,,,,4.854351988585395,1,11,Pregnancy,45,0,10.546079587262467
wellness,General examination of patient (procedure),136.8,717.36,-0.21817141258014056,-1.0093976051254037,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,94.7 mg/dL,,,,,,,,,-0.18702386199838292,1,17,Other,16,9,6.576970836150536
ambulatory,Prenatal visit (regime/therapy),142.58,5812.5,0.5123149680469335,-1.0093976051254037,,,,,,,,,,,,,,,,,,0.2712830335092332,1,0,Pregnancy,45,0,8.667938078108662
ambulatory,Prenatal visit (regime/therapy),142.58,13328.0,1.5898088579925007,-1.0093976051254037,,,,,,,,,,,,,,,,,,0.5004364812630413,1,0,Pregnancy,45,0,9.497697391604017
ambulatory,Prenatal visit (regime/therapy),142.58,7037.11,0.6878868250960658,-1.0093976051254037,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.859094947199575
ambulatory,Prenatal visit (regime/therapy),142.58,9916.78,1.100743861463047,-1.0093976051254037,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.202084384911547
ambulatory,Prenatal visit (regime/therapy),142.58,12724.88,1.5033374468881955,-1.0093976051254037,,,,,,,,,,,,,,,,,,0.8441666528937534,1,0,Pregnancy,45,0,9.451392994233899
ambulatory,Prenatal visit (regime/therapy),142.58,8581.93,0.9093673293910371,-1.0093976051254037,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,9.057530626028433
ambulatory,Prenatal visit (regime/therapy),142.58,8823.16,0.9439515927532657,-1.0093976051254037,,,,,,,,,,,,,,,,,,0.15670630963232918,1,0,Pregnancy,45,0,9.085248693135222
ambulatory,Prenatal visit (regime/therapy),142.58,4665.96,0.34793667038014564,-1.0093976051254037,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.448263175096717
ambulatory,Prenatal visit (regime/therapy),142.58,4808.16,0.36832378718026526,-1.0093976051254037,,,,,,,,,,,,,,,,,,-0.07244713812147889,1,0,Pregnancy,45,0,8.4782777116745
emergency,Obstetric emergency hospital admission (procedure),146.18,6874.57,0.6645839348225112,-1.0093976051254037,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Pregnancy,45,1,8.835729828188912
ambulatory,Postnatal visit (regime/therapy),142.58,1005.38,-0.17687746520774617,-1.0093976051254037,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,0,Pregnancy,45,0,6.914115012934719
wellness,General examination of patient (procedure),136.8,853.36,-0.22794382361310928,-0.9642643566798877,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,84.1 mg/dL,,,,,,,,,0.7295899290168494,1,24,Other,16,9,6.750352650630604
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,-0.9642643566798877,,,,38.2 Cel,,,,,,,,,,,,,,-0.7599074813829031,1,12,Other,60,0,4.4607222816222185
urgentcare,Urgent care clinic (environment),142.58,1074.84,-0.16692046617983958,-0.9642643566798877,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,67.5 mg/dL,,,,,,,,,0.8441666528937534,1,17,Pregnancy,45,7,6.980857030780196
urgentcare,Urgent care clinic (environment),142.58,291.74,-0.2791929778969546,-0.9642643566798877,,LeukEsterase Urine leukocytes not detected (finding) nominal,,,,,,,86.6 mg/dL,,,,,,,,,-0.7599074813829031,1,14,Other,16,7,5.679284843055801
outpatient,Consultation for treatment (procedure),142.58,573.98,-0.23872698832709666,-0.9642643566798877,,,,,,,,,,,,,,,,,,-0.530754033629095,1,17,Other,59,5,6.354335257583726
ambulatory,Encounter for check up (procedure),85.55,4830.95,0.3715926075954744,-0.9642643566798877,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,48,0,8.483005391878994
inpatient,Admission to surgical department (procedure),146.18,13537.81,1.5864844819671649,-0.9191311082343717,,,,,,,,,,,,,,,,,,-0.41617730975219097,1,8,Other,59,4,9.513315654863883
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,-0.9191311082343717,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Respiratory Infection,2,0,4.4607222816222185
emergency,Emergency room admission (procedure),146.18,1664.12,-0.08243651222491315,-0.9191311082343717,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,94.3 mg/dL,,,,,,,,,1.3024735484013694,1,33,Other,66,1,7.417652471889549
wellness,General examination of patient (procedure),136.8,807.69,-0.2052215790712037,-0.9191311082343717,,LeukEsterase Urine leukocytes not detected (finding) nominal,,,,,,,95.2 mg/dL,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,9,6.695415654500406
emergency,Emergency room admission (procedure),146.18,726.74,-0.2168273252383605,-0.9191311082343717,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,65.2 mg/dL,,,,,,,,,0.9587433767706574,1,39,Pregnancy,11,1,6.589943841548844
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,-0.9191311082343717,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
outpatient,Encounter for check up (procedure),85.55,1017.81,-0.17509610145077367,-0.9191311082343717,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,97.9 mg/dL,,,,,,,,,0.04212958575542515,1,17,Other,16,5,6.92639055852631
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,-0.9191311082343717,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
wellness,General examination of patient (procedure),136.8,1088.62,-0.1954868024838048,-0.8739978597888557,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,99.7 mg/dL,,,,,,,,,1.0733201006475614,1,21,Other,66,9,6.993584290586555
outpatient,Encounter for check up (procedure),85.55,802.11,-0.20602086301044892,-0.8739978597888557,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,64.7 mg/dL,,,,,,,,,1.0733201006475614,1,47,Other,66,5,6.688491690866365
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,-0.8739978597888557,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,1580.16,-0.12207812822514591,-0.8288646113433397,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,67.7 mg/dL,,,,,,,,,1.0733201006475614,1,0,Other,66,9,7.36591403385995
emergency,Emergency room admission (procedure),146.18,146.18,-0.31615179556299433,-0.7837313628978236,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,19,Injury,58,1,4.991656327498453
wellness,General examination of patient (procedure),136.8,1076.48,-0.1666839068076863,-0.7837313628978236,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,66.4 mg/dL,,,,,,,,,1.4170502722782734,1,14,Other,66,9,6.982380260320718
outpatient,Encounter for check up (procedure),85.55,1115.86,-0.16103873997221013,-0.7837313628978236,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,70.5 mg/dL,,,,,,,,,0.7295899290168494,1,14,Heart Condition,13,5,7.018276455493343
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,-0.7837313628978236,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,1007.64,-0.2085979264737552,-0.7385981144523077,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,74.5 mg/dL,,,,,,,,,0.7295899290168494,1,21,Other,66,9,6.916358167789405
outpatient,Encounter for check up (procedure),85.55,1190.23,-0.1503756470607551,-0.7385981144523077,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,70.8 mg/dL,,,,,,,,,0.9587433767706574,1,48,Pregnancy,11,5,7.0827416657403806
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.17126803806012084,-0.6934648660067917,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
outpatient,Encounter for check up (procedure),85.55,802.11,-0.20602086301044892,-0.6934648660067917,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,68.7 mg/dL,,,,,,,,,1.1878968245244654,1,21,Other,66,5,6.688491690866365
urgentcare,Urgent care clinic (environment),142.58,938.84,-0.18641869321792878,-0.6934648660067917,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,94.2 mg/dL,,,,,,,,,0.9587433767706574,1,17,Pregnancy,45,7,6.8457096480102555
outpatient,Encounter for check up (procedure),85.55,234.71,-0.2873686131678886,-0.6934648660067917,,LeukEsterase Urine leukocytes not detected (finding) nominal,,,,,,,87.5 mg/dL,,,,,,,,,-0.7599074813829031,1,14,Other,16,5,5.46260223585584
outpatient,Encounter for check up (procedure),85.55,988.16,-0.17934700168371004,-0.6934648660067917,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,97.2 mg/dL,,,,,,,,,0.7295899290168494,1,0,Pregnancy,45,5,6.896856098113137
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,-0.6934648660067917,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Respiratory Infection,2,0,4.4607222816222185
urgentcare,Urgent care clinic (environment),142.58,1585.94,-0.09364440853890299,-0.6934648660067917,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,65.9 mg/dL,,,,,,,,,0.5004364812630413,1,32,Other,17,7,7.369562912628335
urgentcare,Urgent care clinic (environment),142.58,291.74,-0.2791929778969546,-0.6934648660067917,,LeukEsterase Urine leukocytes not detected (finding) nominal,,,,,,,71.4 mg/dL,,,,,,,,,-0.7599074813829031,1,14,Other,16,7,5.679284843055801
wellness,General examination of patient (procedure),136.8,717.36,-0.21817141258014056,-0.6934648660067917,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,87.0 mg/dL,,,,,,,,,0.15670630963232918,1,15,Other,16,9,6.576970836150536
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,-0.6934648660067917,,,,,,,,,,,,,,,,,,1.3024735484013694,1,13,Dental Issue,30,0,8.17124621083248
outpatient,Encounter for check up (procedure),85.55,802.11,-0.20602086301044892,-0.6934648660067917,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,83.0 mg/dL,,,,,,,,,0.2712830335092332,1,17,Pregnancy,45,5,6.688491690866365
outpatient,Encounter for check up (procedure),85.55,881.81,-0.21657105258519443,-0.6483316175612757,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,93.5 mg/dL,,,,,,,,,0.6150132051399453,1,24,Other,16,5,6.783110001912443
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,-0.6483316175612757,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,1220.05,-0.14610144931389457,-0.6483316175612757,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,97.9 mg/dL,,,,,,,,,0.8441666528937534,1,65,Other,66,9,7.107466423313225
outpatient,Encounter for check up (procedure),85.55,1097.51,-0.16366956692918758,-0.6483316175612757,,LeukEsterase Urine leukocytes not detected (finding) nominal,,,,,,,79.8 mg/dL,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,5,7.0017099951059425
urgentcare,Urgent care clinic (environment),142.58,859.14,-0.19784522773951485,-0.6483316175612757,,SmokingStatus Never smoked tobacco (finding) nan,,,,,,,83.3 mg/dL,,,,,,,,,0.38585975738613726,1,32,Other,66,7,6.75709516669626
ambulatory,Encounter for problem (procedure),85.55,85.55,-0.3210173917402381,-1.95719582248124,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,50,0,4.4607222816222185
ambulatory,Encounter for problem (procedure),85.55,85.55,-0.3210173917402381,-1.95719582248124,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,5,0,4.4607222816222185
wellness,Well child visit (procedure),136.8,939.65,-0.3210173917402381,-1.550996586471596,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Heart Condition,23,9,6.84657112565714
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-1.2801970957984998,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,9,Injury,28,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,1050.78,-0.14166596108602042,-1.0996641020164357,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,3,Heart Condition,23,9,6.958239245952589
inpatient,Admission to surgical department (procedure),146.18,9224.97,1.332204662299849,-0.5129318722247276,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,8,Other,59,4,9.129777612432445
wellness,General examination of patient (procedure),136.8,919.9,-0.3210173917402381,-0.37753212688817955,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Injury,26,9,6.825351452727321
ambulatory,Encounter for problem (procedure),85.55,85.55,-0.30875214671738127,-0.37753212688817955,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,7,Other,40,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,840.2,-0.3210173917402381,-0.2872656299971475,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,14,Injury,26,9,6.734829443828545
wellness,General examination of patient (procedure),136.8,704.2,-0.3210173917402381,-0.15186588466059944,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,17,Heart Condition,23,9,6.558481450523715
wellness,General examination of patient (procedure),136.8,1069.06,-0.3210173917402381,-0.10673263621508343,,SmokingStatus Ex-smoker (finding) nan,,,,,,,86.7 mg/dL,,,,,,,,,0.7295899290168494,1,36,Other,66,9,6.975470000650176
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.06871417388230347,-0.10673263621508343,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,927.94,-0.3210173917402381,-0.061599387769567415,,SmokingStatus Ex-smoker (finding) nan,,,,,,,98.6 mg/dL,,,,,,,,,0.5004364812630413,1,25,Other,17,9,6.834044151152212
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.04846146581636181,-0.061599387769567415,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,30,0,8.041203682485705
wellness,General examination of patient (procedure),136.8,1443.85,-0.3210173917402381,-0.016466139324051398,,SmokingStatus Ex-smoker (finding) nan,,,,,,,67.8 mg/dL,,,,,,,,,0.04212958575542515,1,6,Heart Condition,13,9,7.27576078892992
ambulatory,Encounter for symptom (procedure),85.55,214.62,-0.3210173917402381,0.02866710912146462,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,16,Respiratory Infection,2,0,5.373517599110972
emergency,Emergency room admission (procedure),146.18,726.74,-0.3210173917402381,0.02866710912146462,,SmokingStatus Ex-smoker (finding) nan,,,,,,,86.9 mg/dL,,,,,,,,,0.8441666528937534,1,66,Other,66,1,6.589943841548844
urgentcare,Urgent care clinic (environment),142.58,291.74,-0.3210173917402381,0.02866710912146462,,LeukEsterase Urine leukocytes not detected (finding) nominal,,,,,,,93.0 mg/dL,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,7,5.679284843055801
wellness,General examination of patient (procedure),136.8,927.94,-0.19304056352176513,0.02866710912146462,,SmokingStatus Ex-smoker (finding) nan,,,,,,,68.6 mg/dL,,,,,,,,,1.0733201006475614,1,14,Other,66,9,6.834044151152212
ambulatory,Encounter for check up (procedure),85.55,4830.95,0.3715926075954744,0.02866710912146462,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,30,0,8.483005391878994
outpatient,Encounter for check up (procedure),85.55,666.11,-0.3210173917402381,0.07380035756698064,,SmokingStatus Ex-smoker (finding) nan,,,,,,,87.8 mg/dL,,,,,,,,,0.9587433767706574,1,17,Pregnancy,45,5,6.5029549498594506
outpatient,Encounter for check up (procedure),85.55,666.11,-0.3210173917402381,0.07380035756698064,,SmokingStatus Ex-smoker (finding) nan,,,,,,,85.9 mg/dL,,,,,,,,,0.2712830335092332,1,10,Pregnancy,45,5,6.5029549498594506
ambulatory,Encounter for check up (procedure),85.55,4830.95,0.3715926075954744,0.07380035756698064,,,,,,,,,,,,,,,,,,1.8753571677858896,1,11,Dental Issue,30,0,8.483005391878994
wellness,General examination of patient (procedure),136.8,927.94,-0.18798141876730504,0.07380035756698064,,SmokingStatus Ex-smoker (finding) nan,,,,,,,95.0 mg/dL,,,,,,,,,0.8441666528937534,1,0,Other,66,9,6.834044151152212
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,0.07380035756698064,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
wellness,General examination of patient (procedure),136.8,853.36,-0.3210173917402381,0.11893360601249665,,SmokingStatus Ex-smoker (finding) nan,,,,,,,76.5 mg/dL,,,,,,,,,0.04212958575542515,1,0,Pregnancy,11,9,6.750352650630604
outpatient,Encounter for check up (procedure),85.55,881.81,-0.2807574955627865,0.11893360601249665,,SmokingStatus Ex-smoker (finding) nan,,,,,,,66.7 mg/dL,,,,,,,,,1.1878968245244654,1,0,Substance Abuse,19,5,6.783110001912443
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.281078284408358,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,66,5,5.633288477042982
ambulatory,Encounter for check up (procedure),85.55,3968.15,0.24789356135677332,0.11893360601249665,,,,,,,,,,,,,,,,,,1.5316269961551776,1,13,Dental Issue,48,0,8.286307244963867
outpatient,Administration of vaccine to produce active immunity (procedure),142.58,278.58,-0.281078284408358,0.11893360601249665,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,0,Other,18,5,5.633288477042982
outpatient,Encounter for check up (procedure),85.55,666.11,-0.22551909004853812,0.11893360601249665,,SmokingStatus Ex-smoker (finding) nan,,,,,,,67.8 mg/dL,,,,,,,,,0.5004364812630413,1,42,Pregnancy,11,5,6.5029549498594506
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,0.11893360601249665,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
ambulatory,Encounter for check up (procedure),85.55,20297.15,2.37993866638195,0.16406685445801267,,,,,,,,,,,,,,,,,,-0.6453307575059991,1,0,Other,53,0,9.918285027872088
urgentcare,Urgent care clinic (environment),142.58,1667.38,-0.08196876982997366,0.16406685445801267,,SmokingStatus Ex-smoker (finding) nan,,,,,,,73.0 mg/dL,,,,,,,,,0.7295899290168494,1,24,Other,66,7,7.419608374717973
ambulatory,Encounter for check up (procedure),85.55,3105.35,0.12419451511807235,0.16406685445801267,,,,,,,,,,,,,,,,,,0.9587433767706574,1,0,Dental Issue,48,0,8.041203682485705
outpatient,Encounter for check up (procedure),85.55,1800.91,-0.06282358973365873,0.16406685445801267,,SmokingStatus Ex-smoker (finding) nan,,,,,,,85.7 mg/dL,,,,,,,,,1.0733201006475614,1,14,Other,66,5,7.496602492414911
wellness,General examination of patient (procedure),136.8,717.36,-0.21817141258014056,0.16406685445801267,,SmokingStatus Ex-smoker (finding) nan,,,,,,,73.7 mg/dL,,,,,,,,,0.6150132051399453,1,14,Pregnancy,11,9,6.576970836150536
emergency,Emergency room admission (procedure),146.18,726.74,-0.2168273252383605,0.16406685445801267,,SmokingStatus Ex-smoker (finding) nan,,,,,,,68.3 mg/dL,,,,,,,,,1.4170502722782734,1,36,Pregnancy,45,1,6.589943841548844
urgentcare,Urgent care clinic (environment),142.58,291.74,-0.2791929778969546,0.16406685445801267,,LeukEsterase Urine leukocytes not detected (finding) nominal,,,,,,,73.5 mg/dL,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,7,5.679284843055801
urgentcare,Urgent care clinic (environment),142.58,723.14,-0.21734345477760403,0.16406685445801267,,SmokingStatus Ex-smoker (finding) nan,,,,,,,86.6 mg/dL,,,,,,,,,0.2712830335092332,1,6,Pregnancy,45,7,6.584984743857862
urgentcare,Urgent care clinic (environment),142.58,291.74,-0.2791929778969546,0.16406685445801267,,LeukEsterase Urine leukocytes not detected (finding) nominal,,,,,,,90.2 mg/dL,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,7,5.679284843055801
urgentcare,Urgent care clinic (environment),142.58,723.14,-0.21734345477760403,0.2092001029035287,,SmokingStatus Ex-smoker (finding) nan,,,,,,,98.7 mg/dL,,,,,,,,,0.9587433767706574,1,0,Pregnancy,45,7,6.584984743857862
urgentcare,Urgent care clinic (environment),142.58,427.74,-0.3210173917402381,0.2092001029035287,,LeukEsterase Urine leukocytes not detected (finding) nominal,,,,,,,75.1 mg/dL,,,,,,,,,-0.7599074813829031,1,0,Heart Condition,23,7,6.06085067459299
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.3210173917402381,0.2092001029035287,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,16,Respiratory Infection,2,0,4.4607222816222185
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.09350452081409467,0.2092001029035287,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,30,0,8.17124621083248
urgentcare,Urgent care clinic (environment),142.58,723.14,-0.21734345477760403,0.2092001029035287,,SmokingStatus Ex-smoker (finding) nan,,,,,,,87.2 mg/dL,,,,,,,,,1.3024735484013694,1,6,Pregnancy,45,7,6.584984743857862
outpatient,Encounter for check up (procedure),85.55,1097.51,-0.16366956692918758,0.2092001029035287,,LeukEsterase Urine leukocytes not detected (finding) nominal,,,,,,,82.3 mg/dL,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,5,7.0017099951059425
urgentcare,Urgent care clinic (environment),142.58,723.14,-0.21734345477760403,0.2092001029035287,,SmokingStatus Ex-smoker (finding) nan,,,,,,,96.3 mg/dL,,,,,,,,,-0.18702386199838292,1,32,Other,66,7,6.584984743857862
urgentcare,Urgent care clinic (environment),142.58,1290.54,-0.13599570462016433,0.2092001029035287,,LeukEsterase Urine leukocytes not detected (finding) nominal,,,,,,,88.9 mg/dL,,,,,,,,,-0.530754033629095,1,0,Heart Condition,13,7,7.163590583794569
outpatient,Encounter for check up (procedure),85.55,666.11,-0.22551909004853812,0.2092001029035287,,SmokingStatus Ex-smoker (finding) nan,,,,,,,95.0 mg/dL,,,,,,,,,0.9587433767706574,1,32,Other,66,5,6.5029549498594506
urgentcare,Urgent care clinic (environment),142.58,291.74,-0.2791929778969546,0.2092001029035287,,LeukEsterase Urine leukocytes not detected (finding) nominal,,,,,,,75.5 mg/dL,,,,,,,,,-0.7599074813829031,1,0,Respiratory Infection,2,7,5.679284843055801
outpatient,Encounter for check up (procedure),85.55,666.11,-0.22551909004853812,0.2092001029035287,,SmokingStatus Ex-smoker (finding) nan,,,,,,,91.7 mg/dL,,,,,,,,,1.1878968245244654,1,10,Pregnancy,45,5,6.5029549498594506
ambulatory,Encounter for check up (procedure),85.55,4399.55,0.3097430844761238,0.2092001029035287,,,,,,,,,,,,,,,,,,1.6462037200320816,1,11,Dental Issue,48,0,8.389484812094503
ambulatory,Encounter for symptom (procedure),85.55,85.55,-0.30875214671738127,0.2092001029035287,,,,,,,,,,,,,,,,,,-0.7599074813829031,1,15,Respiratory Infection,65,0,4.4607222816222185
wellness,General examination of patient (procedure),136.8,1007.64,-0.17655488424571894,0.2092001029035287,,SmokingStatus Ex-smoker (finding) nan,,,,,,,81.7 mg/dL,,,,,,,,,1.4170502722782734,1,6,Other,66,9,6.916358167789405
urgentcare,Urgent care clinic (environment),142.58,507.44,-0.24826821633727927,0.2092001029035287,,LeukEsterase Urine leukocytes not detected (finding) nominal,,,,,,,86.8 mg/dL,,,,,,,,,-0.530754033629095,1,14,Heart Condition,13,7,6.231347214426468
outpatient,Encounter for check up (procedure),85.55,666.11,-0.22551909004853812,0.2092001029035287,,SmokingStatus Ex-smoker (finding) nan,,,,,,,64.5 mg/dL,,,,,,,,,1.4170502722782734,1,43,Other,66,5,6.5029549498594506
ambulatory,Encounter for check up (procedure),85.55,2673.95,0.062344991998721774,0.2092001029035287,,,,,,,,,,,,,,,,,,0.7295899290168494,1,0,Dental Issue,30,0,7.891685967566632
outpatient,Encounter for check up (procedure),85.55,666.11,-0.22551909004853812,0.2092001029035287,,SmokingStatus Ex-smoker (finding) nan,,,,,,,76.3 mg/dL,,,,,,,,,0.9587433767706574,1,13,Pregnancy,45,5,6.5029549498594506
wellness,General examination of patient (procedure),136.8,927.94,-0.3210173917402381,0.2543333513490447,,SmokingStatus Ex-smoker (finding) nan,,,,,,,92.4 mg/dL,,,,,,,,,1.0733201006475614,1,15,Other,66,9,6.834044151152212
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.12894003949278376,0.2543333513490447,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
outpatient,Encounter for check up (procedure),85.55,1110.08,-0.16186669777474663,0.2543333513490447,,SmokingStatus Ex-smoker (finding) nan,,,,,,,96.1 mg/dL,,,,,,,,,1.3024735484013694,1,6,Other,66,5,7.013087794247956
ambulatory,Encounter for check up (procedure),85.55,3536.75,0.18604403823742283,0.2543333513490447,,,,,,,,,,,,,,,,,,1.1878968245244654,1,0,Dental Issue,48,0,8.17124621083248
outpatient,Encounter for check up (procedure),85.55,666.11,-0.3210173917402381,0.2994665997945607,,SmokingStatus Ex-smoker (finding) nan,,,,,,,82.0 mg/dL,,,,,,,,,0.8441666528937534,1,14,Pregnancy,11,5,6.5029549498594506
outpatient,Encounter for check up (procedure),85.55,1664.91,-0.19527174850911996,0.2994665997945607,,SmokingStatus Ex-smoker (finding) nan,,,,,,,64.8 mg/dL,,,,,,,,,1.1878968245244654,1,17,Pregnancy,45,5,7.418126799658925
wellness,General examination of patient (procedure),136.8,717.36,-0.21817141258014056,0.2994665997945607,,SmokingStatus Ex-smoker (finding) nan,,,,,,,92.4 mg/dL,,,,,,,,,0.8441666528937534,1,50,Other,66,9,6.576970836150536
ambulatory,Encounter for check up (procedure),85.55,516.95,-0.24690262359803075,0.2994665997945607,,,,,,,,,,,,,,,,,,-0.530754033629095,1,0,Dental Issue,30,0,6.2498787125041115