LEGEND_NAME = Gibbs_LDA

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = paroxetine

amitriptylinebupropioncitalopram
duloxetineescitalopramfluoxetine
mirtazapinenortriptylineparoxetine
sertralinevenlafaxine

FRAC_LABELS = 1

1

N_STATES = 100.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/psych_traj_20170727/20170930-mod_name=slda__np-frac_labels=1.000-n_states=100-alpha=0.0100-tau=0.0100-lambda_w=0.001-init_name=rand_smooth_background-alg_name=mallet_gibbs_sampler-n_batches=1/1/lap0001150.000_topic_model_snapshot

41/100

-6.6


0.999 
encounter_for_antine

0.999 
chemotherapy_adminis

0.999 
chemotherapy_adminis

0.993 
chemotherapy_adminis

0.984 
palonosetron_d04888 

0.974 
encounter_for_antine

0.939 
aprepitant_d04855   

0.824 
intravenous_infusion

0.812 
filgrastim_d04790   

0.769 
chemotherapy_adminis

0.764 
antineoplastic_chemo

0.762 
chemotherapy_adminis

0.684 
therapeutic,_prophyl

0.681 
collection_of_blood_

0.653 
intravenous_infusion

54/100

-6.0


0.906 
central_venous_cathe

0.830 
computed_tomography,

0.806 
radiation_exposure_o

0.798 
therapeutic,_prophyl

0.758 
active_warming_used_

0.725 
infectious_agent_det

0.717 
all_elements_of_maxi

0.715 
duration_of_general_

0.587 
acute_pain_due_to_tr

0.547 
graft,_vascular_cc17

0.545 
therapeutic,_prophyl

0.543 
acute_venous_embolis

0.502 
other_nonspecific_ab

0.488 
prealbumin_c84134   

0.473 
encounter_for_change

48/100

-5.7


1.000 
complications_of_tra

0.996 
heart_replaced_by_tr

0.994 
kidney_replaced_by_t

0.799 
cyclosporine_d00079 

0.766 
cyclosporine_c80158 

0.704 
unspecified_adverse_

0.661 
chronic_renal_failur

0.628 
mycophenolate_mofeti

0.626 
nephroureterectomy_p

0.625 
tacrolimus_c80197   

0.621 
unspecified_adverse_

0.614 
right_heart_catheter

0.517 
ganciclovir_d00066  

0.478 
aftercare_following_

0.478 
other_specified_diso

14/100

-5.0


1.000 
attention_deficit_di

1.000 
attention_deficit_di

0.997 
psychotherapy,_45_mi

0.996 
amphetamine-dextroam

0.989 
other_specified_earl

0.972 
oppositional_disorde

0.913 
methylphenidate_d009

0.884 
other_specific_devel

0.865 
unspecified_affectiv

0.843 
psychiatric_diagnost

0.838 
atomoxetine_d04827  

0.812 
dextroamphetamine_d0

0.799 
unspecified_delay_in

0.729 
psychotherapy,_60_mi

0.703 
psychotherapy,_30_mi

65/100

-4.9


0.662 
vaginal_delivery_onl

0.661 
tobacco_use_disorder

0.620 
pregnant_state,_inci

0.617 
ethinyl_estradiol-no

0.597 
encounter_for_unspec

0.544 
hydroxyprogesterone_

0.528 
gonadotropin,_chorio

0.505 
anesthesia_for_intra

0.469 
removal_of_intrauter

0.461 
inhibin_a_c86336    

0.444 
other_specified_malp

0.438 
medroxyprogesterone_

0.434 
encounter_for_survei

0.425 
presence_of_intraute

0.424 
estriol_c82677      

40/100

-4.6


1.000 
human_immunodeficien

1.000 
asymptomatic_human_i

0.999 
vitiligo_70901      

0.997 
efavirenz_d04355    

0.996 
ritonavir_d03984    

0.991 
lopinavir-ritonavir_

0.985 
t_cells;_absolute_cd

0.980 
lamivudine-zidovudin

0.910 
lipodystrophy_2726  

0.907 
emtricitabine-tenofo

0.879 
molecular_diagnostic

0.818 
lamivudine_d03858   

0.814 
contact_with_or_expo

0.672 
antibody;_toxoplasma

0.644 
flow_cytometry;_each

30/100

-4.4


1.000 
electroconvulsive_th

0.999 
anesthesia_for_elect

0.999 
other_electroshock_t

0.991 
clozapine_d00199    

0.969 
paranoid_type_schizo

0.968 
follow-up_inpatient_

0.953 
schizo-affective_typ

0.952 
unspecified_schizoph

0.946 
major_depressive_dis

0.943 
paranoia_2971       

0.911 
group_psychotherapy_

0.890 
major_depressive_dis

0.889 
volatiles_(eg,_aceti

0.884 
other_and_unspecifie

0.840 
residual_schizophren

94/100

-4.4


1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
benign_neoplasm_of_c

0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.998 
neoplasm_of_uncertai

0.996 
craniectomy,_trephin

0.993 
malignant_neoplasm_o

0.991 
closed_[percutaneous

0.989 
temozolomide_d04451 

0.985 
neoplasm_of_unspecif

0.984 
benign_neoplasm_of_c

0.984 
malignant_neoplasm_o

0.978 
personal_history_of_

42/100

-4.3


0.384 
nervousness_79921   

0.370 
ketoprofen_d00028   

0.327 
office_or_other_outp

0.320 
infectious_colitis,_

0.318 
salsalate_d00842    

0.279 
disorder_of_eye,_uns

0.226 
need_for_prophylacti

0.178 
exercise_induced_bro

0.168 
excision,_benign_les

0.165 
aurothioglucose_d008

0.147 
venipuncture,_under_

0.146 
capsaicin_topical_d0

0.138 
excision,_other_beni

0.137 
acute_laryngitis_wit

0.135 
immunization_adminis

27/100

-4.3


0.999 
subsequent_nursing_f

0.999 
debility,_unspecifie

0.998 
subsequent_nursing_f

0.994 
subsequent_nursing_f

0.989 
initial_nursing_faci

0.971 
subsequent_nursing_f

0.951 
initial_nursing_faci

0.946 
decubitus_ulcer,_uns

0.936 
nursing_facility_dis

0.935 
care_involving_other

0.897 
decubitus_ulcer,lowe

0.863 
difficulty_in_walkin

0.858 
prolonged_physician_

0.806 
anoxic_brain_damage_

0.804 
quadriplegia,_unspec

78/100

-4.2


0.996 
bipolar_affective_di

0.993 
bipolar_affective_di

0.993 
bipolar_affective_di

0.985 
bipolar_affective_di

0.972 
bipolar_affective_di

0.970 
bipolar_affective_di

0.970 
bipolar_affective_di

0.953 
bipolar_affective_di

0.938 
lithium_c80178      

0.934 
other_manic-depressi

0.923 
lithium_d00061      

0.886 
bipolar_affective_di

0.860 
bipolar_affective_di

0.849 
manic-depressive_psy

0.818 
bipolar_affective_di

77/100

-4.2


1.000 
pernicious_anemia_28

0.999 
ankylosing_spondylit

0.995 
unspecified_polyarth

0.992 
rheumatoid_arthritis

0.988 
other_vitamin_b12_de

0.952 
other_b-complex_defi

0.897 
cyanocobalamin_d0041

0.830 
etanercept_d04365   

0.818 
chemotherapy_adminis

0.817 
unspecified_polyarth

0.789 
methotrexate_d00060 

0.741 
therapeutic,_prophyl

0.702 
therapeutic,_prophyl

0.694 
therapeutic,_prophyl

0.593 
hydroxychloroquine_d

10/100

-4.0


0.998 
systemic_sclerosis_7

0.996 
unspecified_diffuse_

0.992 
lupus_erythematosus_

0.991 
sicca_syndrome_7102 

0.987 
systemic_lupus_eryth

0.981 
cyclic_citrullinated

0.878 
deoxyribonucleic_aci

0.873 
autoimmune_disease,_

0.870 
autoimmune_disease,_

0.864 
antinuclear_antibodi

0.840 
other_specified_urti

0.839 
complement;_total_he

0.828 
fluorescent_noninfec

0.822 
extractable_nuclear_

0.814 
giant_cell_arteritis

72/100

-4.0


0.759 
benign_essential_hyp

0.745 
gout,_unspecified_27

0.685 
gouty_arthropathy_27

0.629 
colchicine_d00150   

0.583 
irbesartan_d04222   

0.480 
patient_encounter_wa

0.461 
amiloride_d00169    

0.431 
losartan_d03821     

0.397 
hydrochlorothiazide-

0.388 
hypertension_drg:134

0.381 
malignant_essential_

0.376 
amlodipine_d00689   

0.373 
valsartan_d04113    

0.353 
allopurinol_d00023  

0.351 
hydrochlorothiazide-

4/100

-4.0


1.000 
type_i_diabetes_mell

1.000 
polyneuropathy_in_di

0.996 
diabetes_mellitus_ty

0.993 
background_diabetic_

0.971 
type_i_diabetes_mell

0.960 
diabetes_mellitus_ty

0.944 
type_ii_diabetes_mel

0.934 
insulin_aspart_d0469

0.933 
insulin_lispro_d0437

0.924 
long-term_(current)_

0.912 
diabetes_mellitus_ty

0.908 
type_ii_diabetes_mel

0.904 
peripheral_autonomic

0.896 
diabetes_mellitus_ty

0.893 
type_i_diabetes_mell

82/100

-4.0


0.945 
nonspecific_reaction

0.847 
isoniazid_d00101    

0.598 
nonspecific_reaction

0.570 
h1n1_immunization_ad

0.479 
pyridoxine_d00412   

0.466 
unspecified_infectio

0.427 
unspecified_vitamin_

0.417 
nervousness_79921   

0.414 
unspecified_pulmonar

0.385 
influenza_virus_vacc

0.384 
need_for_prophylacti

0.381 
need_for_prophylacti

0.355 
ketotifen_ophthalmic

0.349 
organic_anxiety_synd

0.349 
dysmetabolic_syndrom

93/100

-3.9


0.999 
subsequent_prenatal_

0.998 
fetal_monitoring_dur

0.998 
ultrasound,_pregnant

0.994 
alpha-fetoprotein;_a

0.990 
other_threatened_lab

0.986 
initial_prenatal_car

0.983 
fetal_monitoring,_no

0.982 
prenatal_flow_sheet_

0.970 
glucose;_post_glucos

0.948 
postpartum_care_visi

0.946 
doppler_velocimetry,

0.938 
other_specified_ante

0.920 
insertion_of_cervica

0.885 
obesity_complicating

0.880 
obstetric_panel_this

66/100

-3.8


0.997 
other_cerebellar_ata

0.995 
amyotrophic_lateral_

0.995 
albumin;_urine_or_ot

0.993 
h-reflex,_amplitude_

0.990 
neuromuscular_juncti

0.970 
protein_electrophore

0.964 
needle_electromyogra

0.962 
acute_infective_poly

0.961 
myopathy,_unspecifie

0.948 
pyruvate_c84210     

0.929 
unspecified_viral_me

0.913 
polyneuropathy_in_ot

0.900 
unspecified_inflamma

0.899 
other_specified_idio

0.891 
unspecified_idiopath

68/100

-3.8


1.000 
intensity_modulated_

1.000 
stereoscopic_x-ray_g

0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.998 
intensity_modulated_

0.996 
multi-leaf_collimato

0.996 
malignant_neoplasm_o

0.980 
dysphagia,_oral_phas

0.857 
personal_history_of_

0.829 
other_dysphagia_7872

0.826 
percutaneous_placeme

0.826 
insertion_of_gastros

9/100

-3.8


0.879 
vasectomy,_unilatera

0.774 
hemorrhoidectomy,_by

0.709 
external_hemorrhoids

0.635 
excision_of_hemorrho

0.607 
internal_hemorrhoids

0.398 
unspecified_thrombos

0.397 
internal_hemorrhoids

0.394 
anoscopy;_diagnostic

0.339 
unlisted_special_ser

0.333 
colorectal_cancer_sc

0.329 
need_for_prophylacti

0.327 
other_psychological_

0.315 
unspecified_hemorrho

0.315 
initial_comprehensiv

0.304 
screening_for_other_

52/100

-3.8


1.000 
nontoxic_uninodular_

1.000 
nontoxic_multinodula

1.000 
malignant_neoplasm_o

0.999 
personal_history_of_

0.999 
neoplasm_of_uncertai

0.998 
benign_neoplasm_of_t

0.997 
thyroid_carcinoma_me

0.997 
cyst_of_thyroid_2462

0.996 
biopsy_thyroid,_perc

0.996 
complete_thyroidecto

0.996 
thyroid_procedures_d

0.995 
thyroidectomy,_total

0.994 
unilateral_thyroid_l

0.993 
total_thyroid_lobect

0.989 
primary_hyperparathy

63/100

-3.7


1.000 
hemodialysis_procedu

0.999 
nephrotic_syndrome_w

0.999 
hemodialysis_p3995  

0.998 
chronic_kidney_disea

0.998 
other_complications_

0.997 
chronic_kidney_disea

0.995 
end_stage_renal_dise

0.994 
arteriovenostomy_for

0.983 
sevelamer_d04363    

0.968 
chronic_kidney_disea

0.964 
paricalcitol_d04312 

0.953 
nephritis_and_nephro

0.943 
renal_failure_drg:31

0.929 
venous_catheterizati

0.923 
anemia_in_end-stage_

55/100

-3.5


0.994 
mammogram_assessment

0.990 
patient_information_

0.902 
mammogram_assessment

0.886 
computer-aided_detec

0.871 
screening_mammograph

0.790 
screening_mammograph

0.716 
dual-energy_x-ray_ab

0.705 
estradiol_topical_d0

0.658 
postmenopausal_statu

0.647 
postmenopausal_atrop

0.646 
unspecified_menopaus

0.630 
computer_aided_detec

0.553 
colorectal_cancer_sc

0.502 
other_screening_mamm

0.463 
dual_energy_x-ray_ab

23/100

-3.5


0.995 
o.r._procedures_for_

0.994 
morbid_obesity_27801

0.990 
laparoscopy,_surgica

0.988 
anesthesia_for_intra

0.988 
laparoscopic_gastroe

0.982 
high_gastric_bypass_

0.978 
health_and_behavior_

0.975 
insomnia_with_sleep_

0.972 
body_mass_index_40_a

0.967 
oxygen_uptake,_expir

0.955 
polysomnography,_sle

0.939 
other_and_unspecifie

0.903 
other_sleep_disturba

0.897 
other_hypersomnia_78

0.894 
bariatric_surgery_st

21/100

-3.5


0.778 
encounter_for_genera

0.750 
encounter_for_survei

0.717 
ethinyl_estradiol-le

0.701 
ethinyl_estradiol-no

0.653 
drospirenone-ethinyl

0.623 
desogestrel-ethinyl_

0.577 
adapalene_topical_d0

0.549 
primary_focal_hyperh

0.538 
ethinyl_estradiol-no

0.535 
ethinyl_estradiol-no

0.517 
encounter_for_genera

0.497 
encounter_for_other_

0.491 
ethinyl_estradiol-et

0.491 
routine_gynelogical_

0.487 
periodic_comprehensi

81/100

-3.4


1.000 
routine_infant_or_ch

1.000 
periodic_comprehensi

0.998 
periodic_comprehensi

0.996 
varicella_virus_vacc

0.996 
initial_comprehensiv

0.995 
completed_early_peri

0.995 
developmental_testin

0.992 
hepatitis_a_vaccine,

0.950 
varicella_virus_vacc

0.856 
encounter_for_survei

0.817 
encounter_for_contra

0.786 
meningococcal_polysa

0.785 
radiologic_examinati

0.774 
other_viral_diseases

0.767 
human_papilloma_viru

61/100

-3.4


0.998 
anorexia_nervosa_307

0.992 
bulimia_30751       

0.817 
neurotic_depression_

0.733 
generalized_anxiety_

0.722 
eating_disorder,_uns

0.561 
individual_psychothe

0.500 
individual_psychothe

0.498 
adjustment_reaction_

0.418 
other_isolated_or_si

0.413 
individual_psychothe

0.398 
polyphagia_7836     

0.365 
major_depressive_dis

0.251 
individual_medical_p

0.231 
poisoning_by_antidep

0.207 
individual_psychothe

76/100

-3.4


0.843 
acetaminophen-hydroc

0.769 
homatropine-hydrocod

0.729 
smoking_and_tobacco_

0.642 
propoxyphene_d00360 

0.615 
moxifloxacin_d04500 

0.602 
acetaminophen-hydroc

0.592 
desoximetasone_topic

0.567 
screening_for_malign

0.564 
influenza_virus_vacc

0.535 
influenza_virus_vacc

0.528 
carisoprodol_d00960 

0.517 
postnasal_drip_78491

0.488 
metaxalone_d00964   

0.486 
chlorpheniramine-hyd

0.477 
list_of_current_medi

11/100

-3.4


1.000 
infertility,_female,

1.000 
infertility,_female,

0.999 
twin_pregnancy,_ante

0.999 
hysterosalpingograph

0.999 
artificial_inseminat

0.998 
follicle_puncture_fo

0.997 
culture_and_fertiliz

0.997 
twin_pregnancy,_deli

0.997 
other_diagnostic_pro

0.997 
complete_in__vitro_f

0.997 
sperm_washing_for_ar

0.996 
supervision_of_high-

0.996 
embryo_transfer,_int

0.995 
assisted_embryo_hatc

0.994 
other_operations_on_

92/100

-3.2


0.999 
hypertrophy_(benign)

0.999 
elevated_prostate_sp

0.999 
malignant_neoplasm_o

0.997 
hypertrophy_(benign)

0.994 
hyperplasia_of_prost

0.991 
nodular_prostate_wit

0.991 
unilateral_repair_of

0.990 
radical_prostatectom

0.990 
unspecified_disorder

0.988 
biopsy,_prostate;_ne

0.987 
major_male_pelvic_pr

0.985 
bilateral_inguinal_h

0.982 
chronic_prostatitis_

0.978 
hyperplasia_of_prost

0.967 
personal_history_of_

85/100

-3.2


0.991 
acute_appendicitis_w

0.989 
neostigmine_d00313  

0.983 
laparoscopic_appende

0.981 
appendectomy_w/o_com

0.958 
laparoscopy,_surgica

0.957 
thiopental_d00388   

0.946 
acute_appendicitis_w

0.942 
repair_initial_incis

0.913 
bupivacaine-epinephr

0.900 
incisional_hernia_wi

0.893 
incisional_hernia_wi

0.892 
pancuronium_d00330  

0.880 
remifentanil_d04034 

0.859 
appendicitis,_unqual

0.835 
thrombin_topical_d03

1/100

-3.1


0.982 
alcohol_abuse/depend

0.978 
alcohol_detoxificati

0.975 
suicide_and_self-inf

0.970 
assault_by_striking_

0.967 
poisoning_by_aromati

0.967 
poisoning_by_tranqui

0.951 
unarmed_fight_or_bra

0.943 
acute_alcoholic_into

0.906 
suicide_and_self-inf

0.904 
malar_and_maxillary_

0.904 
alcohol/drug_abuse_o

0.899 
alcohol_withdrawal_2

0.890 
alcohol_abuse,_episo

0.879 
other_facial_bones_c

0.876 
acute_alcoholic_into

50/100

-3.0


1.000 
clotting_inhibitors_

1.000 
clotting_inhibitors_

1.000 
activated_protein_c_

0.999 
clotting;_factor_vii

0.998 
clotting;_factor_vii

0.998 
clotting;_factor_vii

0.997 
clotting_inhibitors_

0.990 
platelet_neutralizat

0.988 
primary_hypercoagula

0.984 
pulmonary_embolism_d

0.983 
other_pulmonary_embo

0.980 
von_willebrand's_dis

0.957 
clotting_inhibitors_

0.956 
congenital_deficienc

0.948 
fibrinolysins_or_coa

59/100

-2.9


1.000 
application_of_a_mod

0.996 
myofascial_release/s

0.996 
joint_mobilization,_

0.993 
manual_therapy_techn

0.988 
therapeutic_procedur

0.966 
application_of_a_mod

0.951 
application_of_a_mod

0.944 
application_of_a_mod

0.935 
unspecified_musculos

0.884 
therapeutic_procedur

0.840 
physical_therapy_re-

0.800 
thoracic_sprain_8471

0.797 
application_of_a_mod

0.716 
application_of_a_mod

0.707 
self-care/home_manag

28/100

-2.9


0.995 
computer_aided_detec

0.992 
ultrasonic_guidance_

0.991 
fibrosclerosis_of_br

0.990 
reduction_mammaplast

0.989 
neoplasm_of_uncertai

0.988 
open_biopsy_of_breas

0.983 
puncture_aspiration_

0.979 
benign_neoplasm_of_b

0.978 
bilateral_reduction_

0.975 
mammography;_bilater

0.973 
solitary_cyst_of_bre

0.970 
ultrasound,_breast(s

0.959 
mammographic_microca

0.958 
stereotactic_localiz

0.957 
diagnostic_mammograp

62/100

-2.9


0.973 
neuraxial_analgesia/

0.969 
postpartum_care_only

0.881 
normal_pregnancy_v22

0.862 
fetal_distress,_affe

0.850 
ultrasound,_pregnant

0.848 
transient_hypertensi

0.834 
prolonged_pregnancy,

0.824 
fetal_distress,_affe

0.822 
vaginal_delivery_w_s

0.802 
other_bilateral_liga

0.784 
other_specified_ante

0.775 
mild_or_unspecified_

0.769 
infection_of_amnioti

0.740 
cesarean_delivery,_w

0.739 
fetal_lung_maturity_

87/100

-2.8


0.999 
secondary_cardiomyop

0.997 
heart_failure_and_sh

0.996 
automatic_implantabl

0.996 
fitting_and_adjustme

0.996 
interrogation_device

0.995 
systolic_heart_failu

0.993 
insertion_or_reposit

0.993 
implantation_or_repl

0.989 
electrophysiologic_e

0.988 
electrophysiologic_e

0.968 
heart_failure,_unspe

0.967 
left_heart_failure_4

0.958 
systolic_heart_failu

0.922 
ventricular_fibrilla

0.921 
congestive_heart_fai

19/100

-2.8


1.000 
allergic_rhinitis_du

1.000 
allergic_rhinitis_du

1.000 
professional_service

0.999 
professional_service

0.996 
extrinsic_asthma_wit

0.993 
extrinsic_asthma_wit

0.987 
intrinsic_asthma_wit

0.947 
intracutaneous_(intr

0.940 
bronchitis_and_asthm

0.924 
acute_atopic_conjunc

0.907 
asthma,_unspecified_

0.901 
percutaneous_tests_(

0.894 
toxic_effect_of_veno

0.883 
asthma,_unspecified_

0.876 
asthma,_unspecified_

16/100

-2.8


0.999 
polycystic_ovaries_2

0.995 
androstenedione_c821

0.992 
hydroxyprogesterone,

0.989 
hirsutism_7041      

0.965 
other_ovarian_failur

0.921 
dehydroepiandrostero

0.917 
premature_menopause_

0.913 
dehydroepiandrostero

0.891 
scanty_or_infrequent

0.721 
absence_of_menstruat

0.650 
disorders_of_menstru

0.647 
eflornithine_topical

0.636 
gonadotropin;_lutein

0.579 
gonadotropin;_follic

0.543 
galactorrhea_not_ass

97/100

-2.8


0.999 
poliovirus_vaccine,_

0.998 
typhoid_vaccine,_liv

0.998 
need_for_prophylacti

0.998 
yellow_fever_vaccine

0.996 
need_for_prophylacti

0.996 
typhoid_vaccine,_vi_

0.996 
poliovirus_vaccine,_

0.995 
hepatitis_a_vaccine,

0.993 
typhoid_vaccine,_liv

0.991 
yellow_fever_vaccine

0.990 
rubella_virus_vaccin

0.972 
preventive_medicine_

0.972 
hepatitis_b_vaccine,

0.946 
rubella_virus_vaccin

0.939 
atovaquone-proguanil

6/100

-2.8


1.000 
unspecified_problems

1.000 
non-covered_item_or_

0.546 
redundant_prepuce_an

0.429 
phosphatase,_alkalin

0.401 
loss_of_teeth_due_to

0.294 
infectious_agent_ant

0.286 
esomeprazole_d04749 

0.273 
excision,_benign_les

0.272 
issue_of_repeat_pres

0.235 
simple_repair_of_sup

0.201 
dental_caries,_unspe

0.199 
undefined_code-blank

0.197 
pain_in_or_around_ey

0.185 
alopecia_areata_7040

0.184 
unspecified_disorder

29/100

-2.8


0.998 
injection,_anestheti

0.998 
postlaminectomy_synd

0.997 
epidurography,_radio

0.996 
injection,_anestheti

0.995 
injection,_anestheti

0.994 
injection,_anestheti

0.992 
intervertebral_disc_

0.992 
injection_of_diagnos

0.991 
injection,_single_(n

0.990 
injection_procedure_

0.987 
spondylosis_with_mye

0.987 
injection(s),_diagno

0.987 
laminotomy_(hemilami

0.984 
destruction_by_neuro

0.979 
radiologic_examinati

24/100

-2.8


0.999 
complications_of_bon

0.999 
acute_myeloid_leukem

0.995 
acute_myeloid_leukem

0.983 
peripheral_stem_cell

0.979 
bone_marrow_replaced

0.968 
acute_lymphoid_leuke

0.937 
cytarabine_d00201   

0.923 
aplastic_anemia,_uns

0.907 
serum_screening_for_

0.874 
bone_marrow_transpla

0.803 
voriconazole_d04803 

0.778 
neutropenia,_unspeci

0.698 
unspecified_leukemia

0.694 
array-based_evaluati

0.684 
molecular_diagnostic

91/100

-2.8


1.000 
malignant_neoplasm_o

1.000 
secondary_malignant_

0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.998 
trastuzumab_d04357  

0.997 
malignant_neoplasm_o

0.997 
acquired_absence_of_

0.997 
postmastectomy_lymph

0.996 
subtotal_mastectomy_

0.995 
mastectomy,_partial_

0.994 
letrozole_d04156    

0.992 
total_mastectomy_for

0.990 
mastectomy,_simple,_

0.990 
unilateral_extended_

0.990 
unilateral_simple_ma

5/100

-2.7


0.999 
unspecified_fracture

0.999 
fracture_of_metatars

0.999 
fracture_of_lateral_

0.998 
application_of_short

0.998 
fracture_of_calcaneu

0.997 
closed_fracture_of_u

0.997 
fracture_of_medial_m

0.997 
bimalleolar_fracture

0.996 
traumatic_arthropath

0.996 
closed_fracture_of_u

0.996 
closed_fracture_of_u

0.996 
open_reduction_of_fr

0.995 
fracture_of_unspecif

0.995 
closed_fracture_of_s

0.993 
other_ankle_sprain_8

51/100

-2.7


1.000 
paralysis_agitans_33

0.999 
cervical_spondylosis

0.995 
intervertebral_disc_

0.994 
injection,_anestheti

0.993 
idiopathic_torsion_d

0.989 
other_cervical_fusio

0.987 
other_syndromes_affe

0.958 
central_motor_evoked

0.948 
displacement_of_cerv

0.945 
injection,_single_(n

0.945 
central_motor_evoked

0.937 
injection(s);_single

0.937 
chemodenervation_of_

0.932 
degeneration_of_cerv

0.929 
spinal_stenosis_of_c

80/100

-2.7


0.977 
esophagus,_acid_refl

0.922 
ulcer_of_esophagus_5

0.861 
ulcer_of_esophagus_w

0.857 
upper_gastrointestin

0.841 
upper_gastrointestin

0.835 
breath_hydrogen_test

0.796 
fat_or_lipids,_feces

0.794 
disorders_of_pancrea

0.789 
atrophic_gastritis,_

0.784 
other_specified_gast

0.759 
anorectal_manometry_

0.757 
benign_neoplasm_of_s

0.754 
abdominal_pain,_epig

0.737 
gastric_ulcer,_unspe

0.721 
duodenal_ulcer,_unsp

58/100

-2.7


0.993 
obstructive_chronic_

0.987 
chronic_airway_obstr

0.955 
chronic_obstructive_

0.897 
obstructive_chronic_

0.824 
chronic_obstructive_

0.774 
tiotropium_d04829   

0.704 
theophylline_c80198 

0.672 
other_emphysema_4928

0.646 
emphysematous_bleb_4

0.594 
theophylline_d00142 

0.578 
albuterol-ipratropiu

0.562 
ipratropium_d00265  

0.497 
simple_pneumonia_and

0.470 
asphyxia_7990       

0.442 
unspecified_chronic_

17/100

-2.6


0.988 
anesthesia_for_proce

0.969 
atrial_fibrillation_

0.914 
cardioversion,_elect

0.840 
atrial_flutter_42732

0.803 
rheumatic_heart_dise

0.802 
cardiac_arrhythmia_a

0.735 
encounter_for_long-t

0.670 
cardiac_arrhythmia_a

0.602 
sotalol_d00371      

0.589 
digoxin_c80162      

0.583 
mitral_stenosis_3940

0.544 
digoxin_d00210      

0.387 
warfarin_d00022     

0.356 
impaired_glucose_tol

0.352 
contusion_of_thigh_9

38/100

-2.6


0.929 
major_depressive_dis

0.821 
major_depressive_dis

0.749 
major_depressive_dis

0.584 
individual_psychothe

0.486 
pharmacologic_manage

0.447 
nortriptyline_c80182

0.357 
major_depressive_dis

0.266 
interactive_psychiat

0.240 
individual_psychothe

0.226 
major_depressive_dis

0.199 
major_depressive_dis

0.197 
individual_psychothe

0.192 
major_depressive_dis

0.170 
conductive_hearing_l

0.154 
benign_neoplasm_of_o

53/100

-2.6


0.999 
hypochondriasis_3007

0.967 
adjustment_reaction_

0.949 
adjustment_reaction_

0.897 
bereavement,_uncompl

0.882 
adjustment_reaction_

0.867 
adjustment_reaction_

0.840 
unspecified_adjustme

0.786 
major_depressive_dis

0.700 
family_psychotherapy

0.680 
gilles_de_la_tourett

0.604 
major_depressive_dis

0.562 
major_depressive_dis

0.493 
family_psychotherapy

0.430 
other_acute_reaction

0.372 
major_depressive_dis

35/100

-2.6


0.942 
ezetimibe-simvastati

0.844 
glimepiride_d03864  

0.836 
rosuvastatin_d04851 

0.821 
olmesartan_d04801   

0.761 
albumin;_urine,_micr

0.749 
hydrochlorothiazide-

0.747 
triazolam_d00397    

0.747 
ramipril_d00728     

0.740 
sitagliptin_d05896  

0.739 
glucosamine_d04418  

0.731 
dorzolamide-timolol_

0.680 
simvastatin_d00746  

0.655 
pravastatin_d00348  

0.652 
fenofibrate_d04286  

0.635 
ezetimibe_d04824    

36/100

-2.5


0.967 
diabetes_outpatient_

0.910 
diabetes_mellitus_ty

0.898 
glucose,_blood_by_gl

0.841 
diabetes_mellitus_wi

0.816 
glyburide_d00248    

0.780 
type_ii_diabetes_mel

0.744 
diabetes_mellitus_25

0.725 
diabetes_with_unspec

0.708 
amikacin_d00087     

0.672 
glipizide_d00246    

0.618 
rosiglitazone_d04434

0.595 
metformin_d03807    

0.550 
glucose;_blood,_reag

0.537 
amphotericin_b_d0007

0.494 
albumin;_urine,_micr

15/100

-2.5


0.999 
other_closed_fractur

0.999 
application_of_a_mod

0.999 
fracture,_closed,_co

0.998 
aftercare_for_healin

0.998 
open_wound_of_finger

0.998 
fracture_of_unspecif

0.997 
other_joint_derangem

0.997 
unspecified_derangem

0.997 
application,_cast;_e

0.996 
fracture_of_lower_en

0.996 
neuroplasty_and/or_t

0.995 
open_wound_of_hand_e

0.994 
injury_to_digital_ne

0.993 
other_tenosynovitis_

0.993 
closed_fracture_of_n

57/100

-2.4


0.999 
alcoholic_cirrhosis_

0.998 
biliary_cirrhosis_57

0.997 
hepatic_coma_5722   

0.994 
esophageal_varices_i

0.994 
liver_replaced_by_tr

0.993 
cirrhosis_and_alcoho

0.992 
other_transplant_of_

0.991 
liver_transplant_drg

0.988 
portal_hypertension_

0.982 
esophageal_varices_w

0.979 
other_sequelae_of_ch

0.965 
complications_of_tra

0.957 
cirrhosis_of_liver_w

0.942 
cholangitis_5761    

0.905 
unspecified_chronic_

3/100

-2.4


0.999 
ulcer_of_lower_limb,

0.999 
ulcer_of_lower_limbs

0.996 
varicose_veins_of_lo

0.996 
ulcer_of_calf_70712 

0.996 
atherosclerosis_of_n

0.992 
atherosclerosis_of_t

0.992 
transluminal_balloon

0.986 
non-invasive_physiol

0.980 
ulcer_of_ankle_70713

0.979 
ulcer_of_heel_and_mi

0.978 
ulcer_of_other_part_

0.976 
unspecified_osteomye

0.971 
unspecified_osteomye

0.971 
hidradenitis_70583  

0.968 
atherosclerosis_of_n

56/100

-2.4


0.999 
toxic_diffuse_goiter

0.987 
thyroid_stimulating_

0.981 
unspecified_hypothyr

0.967 
methimazole_d00290  

0.918 
thyrotoxicosis_witho

0.877 
thyroid_dysfunction,

0.866 
thyroid_hormone_(t3_

0.864 
thyrotoxicosis_with_

0.837 
levothyroxine_d00278

0.779 
thyroiditis,_unspeci

0.770 
thyroxine;_total_c84

0.766 
triiodothyronine_t3;

0.575 
thyroxine;_free_c844

0.569 
other_postablative_h

0.554 
nonspecific_abnormal

37/100

-2.4


0.994 
articular_disc_disor

0.993 
classical_migraine,_

0.991 
trigeminal_neuralgia

0.981 
common_migraine,_wit

0.975 
atypical_face_pain_3

0.967 
classical_migraine,_

0.967 
asa/butalbital/caffe

0.965 
arthralgia_of_tempor

0.957 
migraine,_unspecifie

0.935 
rizatriptan_d04328  

0.935 
common_migraine,_wit

0.929 
other_specified_temp

0.925 
variants_of_migraine

0.915 
sumatriptan_d03160  

0.868 
apap/dichloralphenaz

0/100

-2.4


1.000 
benign_neoplasm_of_p

1.000 
unspecified_disorder

0.999 
multiple_sclerosis_3

0.999 
panhypopituitarism_2

0.997 
other_disorders_of_t

0.997 
other_anterior_pitui

0.989 
laryngoscopy,_flexib

0.971 
chronic_laryngitis_4

0.970 
other_testicular_hyp

0.970 
voice_disturbance,_u

0.969 
adrenocorticotropic_

0.963 
glucocorticoid_defic

0.955 
growth_hormone,_huma

0.946 
cushing's_syndrome_2

0.939 
corticoadrenal_insuf

64/100

-2.4


0.999 
cerebral_embolism,_w

0.999 
subarachnoid_hemorrh

0.998 
cerebral_aneurysm,_n

0.997 
cerebral_thrombosis,

0.996 
angiography,_carotid

0.996 
hemiplegia_affecting

0.994 
hemiplegia_affecting

0.993 
angiography,_carotid

0.993 
angiography,_vertebr

0.993 
selective_catheter_p

0.992 
transcatheter_perman

0.991 
angiography,_carotid

0.990 
cerebral_artery_occl

0.990 
cerebral_thrombosis,

0.988 
presence_or_absence_

31/100

-2.4


1.000 
rotator_cuff_(capsul

0.999 
complete_rupture_of_

0.998 
supraspinatus_(muscl

0.998 
bicipital_tenosynovi

0.998 
fracture_of_unspecif

0.997 
other_repair_of_shou

0.997 
arthroscopy,_shoulde

0.996 
arthroscopy,_shoulde

0.996 
superior_glenoid_lab

0.996 
total_hip_replacemen

0.996 
injection_procedure_

0.996 
other_local_excision

0.996 
rotator_cuff_repair_

0.995 
radiologic_examinati

0.995 
anesthesia_for_open_

34/100

-2.4


0.999 
epilepsy,_unspecifie

0.999 
monitoring_for_local

0.999 
generalized_convulsi

0.998 
partial_epilepsy,_wi

0.997 
symbolic_dysfunction

0.996 
epilepsy,_unspecifie

0.994 
generalized_convulsi

0.984 
alzheimer's_disease_

0.983 
convulsions_7803    

0.981 
generalized_nonconvu

0.973 
phenobarbital_c80184

0.967 
partial_epilepsy,_wi

0.963 
phenobarbital_d00340

0.937 
treatment_of_speech,

0.932 
other_convulsions_78

7/100

-2.3


0.998 
multiple_personality

0.989 
prolonged_posttrauma

0.982 
borderline_personali

0.858 
unspecified_personal

0.848 
other_and_unspecifie

0.816 
social_phobia_30023 

0.808 
other_dysfunctions_o

0.807 
other_specified_adju

0.807 
impulse_control_diso

0.472 
individual_medical_p

0.323 
manic_disorder,_recu

0.311 
manic_disorder,_sing

0.309 
personal_history_of_

0.289 
major_depressive_dis

0.288 
other_and_unspecifie

71/100

-2.3


1.000 
electronic_analysis_

1.000 
abdominal_aortic_ane

1.000 
atrioventricular_blo

0.999 
dissecting_aneurysm_

0.999 
electronic_analysis_

0.999 
electronic_analysis_

0.996 
initial_insertion_of

0.996 
initial_insertion_of

0.995 
insertion_or_replace

0.995 
sinoatrial_node_dysf

0.994 
replacement_of_aorti

0.986 
acute_and_subacute_b

0.985 
cardiac_pacemaker_in

0.955 
conduction_disorder,

0.952 
heart_valve_replaced

18/100

-2.3


0.998 
thalassemias_2824   

0.998 
malignant_neoplasm_o

0.954 
malignant_neoplasm_o

0.934 
personal_history_of_

0.909 
other_thalassemia_28

0.900 
anemia_associated_wi

0.894 
iron_deficiency_anem

0.884 
disorders_of_iron_me

0.871 
other_transurethral_

0.829 
neoplasm_of_unspecif

0.747 
personal_history_of_

0.679 
celiac_disease_5790 

0.665 
iron_sucrose_d04725 

0.645 
red_blood_cell_disor

0.641 
closed_[transurethra

75/100

-2.3


1.000 
other_psoriasis_and_

1.000 
photochemotherapy;_t

1.000 
regional_enteritis_o

0.999 
regional_enteritis_o

0.999 
regional_enteritis_o

0.999 
regional_enteritis_o

0.997 
ulcerative_colitis,_

0.997 
inflammatory_bowel_d

0.996 
ulcerative_(chronic)

0.995 
ulcerative_(chronic)

0.994 
universal_ulcerative

0.991 
left-sided_ulcerativ

0.977 
anal_fistula_5651   

0.948 
mesalamine_d01031   

0.916 
mercaptopurine_d0028

45/100

-2.1


1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
malignant_melanoma_o

0.999 
malignant_neoplasm_o

0.998 
oxaliplatin_d04811  

0.997 
malignant_neoplasm_o

0.994 
malignant_neoplasm_o

0.989 
malignant_neoplasm_o

0.979 
personal_history_of_

0.971 
malignant_neoplasm_o

0.965 
neoplasm_of_uncertai

0.961 
malignant_neoplasm_o

0.960 
chemotherapy_adminis

67/100

-2.0


1.000 
analysis_of_clinical

0.985 
hemorrhagic_disorder

0.661 
embolism_and_thrombo

0.642 
acute,_but_ill-defin

0.602 
embolism_and_thrombo

0.596 
screening_for_other_

0.470 
embolism_and_thrombo

0.316 
anticoagulants_causi

0.266 
aortic_valve_disorde

0.250 
other_specified_dise

0.238 
prothrombin_time_c85

0.221 
encounter_for_long-t

0.214 
phlebitis_and_thromb

0.182 
routine_venipuncture

0.142 
unspecified_organic_

79/100

-2.0


0.917 
vaginitis_and_vulvov

0.715 
infectious_agent_ant

0.687 
unspecified_inflamma

0.685 
inflammatory_disease

0.631 
vaginitis_and_vulvov

0.574 
leukorrhea,_not_spec

0.552 
other_abscess_of_vul

0.473 
smear,_primary_sourc

0.471 
candidiasis_of_vulva

0.450 
pruritus_of_genital_

0.395 
smear,_primary_sourc

0.347 
cyst_of_bartholin's_

0.314 
immunoassay_for_infe

0.308 
culture,_bacterial;_

0.306 
infectious_agent_det

8/100

-2.0


1.000 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
personal_history_of_

0.999 
malignant_neoplasm_o

0.997 
malignant_neoplasm_o

0.996 
malignant_neoplasm_o

0.989 
mediastinoscopy,_wit

0.979 
lobectomy_of_lung_p3

0.974 
secondary_malignant_

0.968 
mediastinoscopy_p342

0.959 
transpleural_thoraco

0.959 
neoplasm_of_unspecif

0.953 
other_local_excision

0.947 
malignant_neoplasm_o

0.943 
personal_history_of_

69/100

-2.0


1.000 
actinic_keratosis_70

1.000 
destruction_(eg,_las

0.995 
destruction_(eg,_las

0.991 
destruction_(eg,_las

0.989 
mohs_micrographic_te

0.986 
destruction,_maligna

0.983 
unlisted_procedure,_

0.980 
other_malignant_neop

0.977 
other_malignant_neop

0.976 
other_malignant_neop

0.963 
other_chronic_dermat

0.962 
benign_neoplasm_of_s

0.951 
excision,_malignant_

0.950 
personal_history_of_

0.946 
carcinoma_in_situ_of

96/100

-1.9


1.000 
unspecified_internal

0.999 
other_and_unspecifie

0.999 
tear_of_medial_carti

0.999 
enthesopathy_of_knee

0.999 
sprain_of_cruciate_l

0.998 
old_disruption_of_an

0.998 
tear_of_lateral_cart

0.998 
other_tear_of_cartil

0.998 
derangement_of_poste

0.998 
arthroscopy_of_knee_

0.998 
excision_of_semiluna

0.998 
derangement_of_later

0.997 
arthroscopy,_knee,_s

0.997 
chondromalacia_of_pa

0.997 
anesthesia_for_open_

73/100

-1.9


1.000 
multiple_myeloma_wit

0.999 
polycythemia_vera_23

0.991 
beta-2_microglobulin

0.988 
neoplasm_of_uncertai

0.987 
chronic_lymphoid_leu

0.969 
chronic_myeloid_leuk

0.931 
radiologic_examinati

0.848 
monoclonal_paraprote

0.837 
unspecified_diseases

0.835 
primary_thrombocytop

0.784 
hla_typing;_dr/dq,_m

0.765 
hypogammaglobulinemi

0.734 
immunofixation_elect

0.695 
lymphoma_and_non-acu

0.691 
viscosity_c85810    

12/100

-1.9


0.983 
viral_hepatitis_b_wi

0.950 
viral_hepatitis_b_wi

0.912 
hepatitis,_unspecifi

0.873 
chronic_hepatitis,_u

0.829 
acute_or_unspecified

0.826 
unspecified_viral_he

0.762 
hepatitis_be_antibod

0.744 
hepatomegaly_7891   

0.730 
chronic_hepatitis_c_

0.696 
nonspecific_abnormal

0.691 
biopsy_of_liver,_nee

0.642 
benign_neoplasm_of_l

0.622 
nonspecific_elevatio

0.603 
ceruloplasmin_c82390

0.585 
other_nonspecific_ab

74/100

-1.8


0.908 
chest_pain_drg:143  

0.822 
family_history_of_ot

0.781 
myocardial_perfusion

0.778 
myocardial_perfusion

0.777 
other_chest_pain_786

0.725 
cardiovascular_stres

0.719 
family_history_of_ot

0.690 
regadenoson_d07131  

0.687 
myocardial_perfusion

0.652 
cardiovascular_stres

0.649 
myocardial_perfusion

0.640 
precordial_pain_7865

0.626 
cardiovascular_stres

0.567 
family_history_of_is

0.557 
myocardial_perfusion

89/100

-1.8


0.997 
respiratory_failure_

0.995 
continuous_mechanica

0.994 
continuous_mechanica

0.994 
intubation,_endotrac

0.990 
tracheostomy_except_

0.988 
temporary_tracheosto

0.983 
tracheostomy,_planne

0.982 
tracheotomy_tube_cha

0.978 
insertion_of_endotra

0.967 
shock,_unspecified_7

0.966 
other_shock_without_

0.961 
potassium_acetate/k_

0.959 
pulmonary_insufficie

0.927 
papain_topical_d0419

0.920 
bronchoscopy,_(rigid

44/100

-1.8


0.999 
calculus_of_ureter_5

0.997 
retrograde_pyelogram

0.994 
urography,_retrograd

0.994 
transurethral_remova

0.992 
cystourethroscopy,_w

0.992 
extracorporeal_shock

0.991 
lithotripsy,_extraco

0.989 
urethral_pressure_pr

0.989 
cystourethroscopy,_w

0.988 
intrinsic_(urethral)

0.984 
ureteroscopy_p5631  

0.984 
sling_operation_for_

0.983 
female_reproductive_

0.962 
chronic_interstitial

0.962 
other_repair_of_urin

39/100

-1.8


1.000 
dysplasia_of_cervix_

1.000 
colposcopy_of_the_ce

0.999 
carcinoma_in_situ_of

0.998 
mild_dysplasia_of_ce

0.998 
dysplasia_of_vagina_

0.997 
colposcopy_of_the_ce

0.997 
colposcopy_of_the_ce

0.997 
colposcopy_of_the_ce

0.996 
colposcopy_of_the_ce

0.994 
conization_of_cervix

0.993 
colposcopy_of_the_en

0.991 
vaginoscopy_p7021   

0.990 
dysplasia_of_cervix,

0.988 
mild_dysplasia_of_ce

0.988 
atypical_squamous_ce

33/100

-1.8


0.699 
hepatitis_c_antibody

0.659 
blood_count;_hematoc

0.551 
hepatitis_b_surf._ab

0.531 
bilirubin;_total_and

0.480 
hepatitis_b_core_ab_

0.466 
hepatitis_a_ab_(haab

0.421 
phosphatase,_alkalin

0.412 
bilirubin;_total_or_

0.388 
transferase;_alanine

0.365 
albumin;_serum_c8204

0.351 
transferase;_asparta

0.348 
hepatitis_b_surface_

0.297 
bilirubin;_total_c82

0.244 
venipuncture,_child_

0.195 
radiologic_examinati

26/100

-1.7


0.999 
percutaneous_translu

0.999 
physician_services_f

0.997 
transcatheter_placem

0.996 
physician_services_f

0.996 
single_vessel_percut

0.996 
insertion_of_coronar

0.995 
coronary_atheroscler

0.994 
percutaneous_translu

0.994 
left_heart_catheteri

0.993 
single_internal_mamm

0.993 
insertion_of_drug-el

0.991 
transcatheter_placem

0.990 
injection_procedure_

0.990 
injection_procedure_

0.988 
coronary_artery_bypa

43/100

-1.5


0.426 
bilirubin;_total_c82

0.358 
bilirubin;_total_or_

0.278 
phosphatase,_alkalin

0.268 
albumin;_serum_c8204

0.234 
chloride;_blood_c824

0.232 
protein;_total,_exce

0.228 
nizatidine_d00322   

0.221 
carbon_dioxide_(bica

0.220 
sodium;_serum_c84295

0.215 
transferase;_alanine

0.211 
transferase;_asparta

0.200 
triglycerides_c84478

0.190 
potassium;_serum_c84

0.175 
obesity_2780        

0.173 
calcium;_total_c8231

86/100

-1.5


0.740 
moexipril_d03835    

0.486 
other_disorders_of_l

0.483 
impaired_fasting_glu

0.476 
elevated_blood_press

0.470 
hydrochlorothiazide_

0.460 
unspecified_essentia

0.445 
astemizole_d00794   

0.404 
rhythm_ecg,_one_to_t

0.386 
captopril_d03566    

0.364 
fosinopril_d00242   

0.343 
nifedipine_d00051   

0.331 
unspecified_vitamin_

0.308 
impaired_glucose_tol

0.304 
atenolol_d00004     

0.286 
hydrochlorothiazide-

2/100

-1.4


1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

0.998 
personal_history_of_

0.994 
uterine_and_adnexa_p

0.993 
uterine,adnexa_proc_

0.993 
malignant_neoplasm_o

0.992 
malignant_neoplasm_o

0.991 
secondary_malignant_

0.988 
personal_history_of_

0.983 
malignant_neoplasm_o

0.977 
personal_history_of_

0.942 
malignant_neoplasm_o

0.929 
neoplasm_of_uncertai

0.870 
immunoassay_for_tumo

88/100

-1.4


0.555 
cetylpyridinium_topi

0.377 
chloride;_urine_c824

0.348 
gentamicin_c80170   

0.347 
al_hydroxide/mg_hydr

0.312 
system_infect,_paras

0.292 
ceftriaxone_d00052  

0.288 
culture,_bacterial;_

0.287 
undefined_code-blank

0.276 
escherichia_coli_[e.

0.275 
volume_depletion_276

0.270 
gastric_intubation,_

0.270 
initial_inpatient_co

0.267 
fever_7806          

0.264 
esophagitis,_gastroe

0.262 
permanent_cardiac_pa

20/100

-1.4


0.998 
endometrial_cystic_h

0.997 
other_excision_or_de

0.989 
other_laparoscopic_l

0.986 
submucous_leiomyoma_

0.983 
endometrial_ablation

0.981 
laparoscopic_unilate

0.975 
endometriosis_of_ute

0.973 
laparoscopy,_surgica

0.966 
leiomyoma_of_uterus,

0.966 
polyp_of_corpus_uter

0.959 
endometrial_hyperpla

0.957 
endometriosis,_site_

0.950 
intramural_leiomyoma

0.940 
hysteroscopy_p6812  

0.935 
chronic_salpingitis_

60/100

-1.3


1.000 
cystic_fibrosis_with

0.998 
bronchiectasis_with_

0.995 
prolonged_postexposu

0.995 
inhalation_bronchial

0.980 
tobramycin_d00069   

0.962 
pulmonary_stress_tes

0.961 
functional_residual_

0.957 
bronchiectasis_494  

0.951 
bronchiectasis_witho

0.943 
respiratory_flow_vol

0.936 
plethysmography,_tot

0.935 
lung_replaced_by_tra

0.925 
carbon_monoxide_diff

0.922 
determination_of_res

0.922 
manipulation_chest_w

32/100

-1.3


0.331 
carbon_dioxide_(bica

0.321 
chloride;_blood_c824

0.300 
sodium;_serum_c84295

0.271 
potassium;_serum_c84

0.194 
urea_nitrogen;_quant

0.175 
creatinine;_blood_c8

0.166 
radiological_examina

0.156 
droperidol_d00219   

0.155 
t_and_b_cell_surface

0.151 
calcium;_total_c8231

0.148 
glucose;_quantitativ

0.132 
creatine_c82540     

0.128 
urinalysis;_microsco

0.128 
volume_depletion_276

0.109 
sigmoidoscopy,_flexi

46/100

-1.2


0.680 
pilonidal_cyst_witho

0.525 
infective_otitis_ext

0.474 
nonsuppurative_otiti

0.469 
acute_sinusitis,_uns

0.453 
unspecified_otitis_m

0.446 
ciprofloxacin-hydroc

0.427 
pilonidal_cyst_with_

0.414 
removal_impacted_cer

0.376 
impacted_cerumen_380

0.373 
otalgia,_unspecified

0.341 
acute_laryngopharyng

0.336 
hydrocortisone/neomy

0.335 
acute_upper_respirat

0.334 
sunburn_69271       

0.311 
bacitracin/hc/neomyc

90/100

-1.2


1.000 
radiation_treatment_

1.000 
radiation_treatment_

1.000 
radiation_treatment_

0.999 
radiation_treatment_

0.998 
special_teletherapy_

0.923 
treatment_devices,_d

0.914 
treatment_devices,_d

0.895 
therapeutic_radiolog

0.880 
therapeutic_radiolog

0.871 
teletherapy,_isodose

0.768 
basic_radiation_dosi

0.758 
computed_tomography_

0.740 
therapeutic_radiolog

0.729 
treatment_devices,_d

0.716 
therapeutic_radiolog

13/100

-1.1


0.532 
fluvastatin_d03183  

0.519 
other_and_unspecifie

0.475 
pure_hyperglyceridem

0.390 
triglycerides_c84478

0.339 
unspecified_disorder

0.327 
gemfibrozil_d00245  

0.322 
lipoprotein,_direct_

0.314 
pure_hypercholestero

0.283 
cholesterol,_serum_o

0.263 
atorvastatin_d04105 

0.262 
abnormal_glucose_tol

0.252 
niacin_d00314       

0.236 
creatine_kinase_(ck)

0.206 
colorectal_cancer_sc

0.194 
transferase;_asparta

25/100

-1.1


1.000 
trimming_of_dystroph

1.000 
corns_and_callositie

0.999 
paring_or_cutting_of

0.998 
trimming_of_nondystr

0.998 
other_hammer_toe_(ac

0.996 
paring_or_cutting_of

0.993 
ingrowing_nail_7030 

0.990 
other_acquired_defor

0.986 
other_specified_dise

0.966 
hallux_rigidus_7352 

0.960 
onychia_and_paronych

0.958 
bunion_7271         

0.919 
debridement_of_nail(

0.913 
hallux_valgus_(acqui

0.905 
lesion_of_plantar_ne

98/100

-1.0


1.000 
agoraphobia_with_pan

0.999 
obsessive-compulsive

0.961 
individual_psychothe

0.925 
individual_psychothe

0.908 
individual_psychothe

0.901 
panic_disorder_30001

0.863 
phobia,_unspecified_

0.731 
individual_psychothe

0.694 
hysteria,_unspecifie

0.644 
somatization_disorde

0.626 
manic_disorder,_recu

0.512 
unspecified_acute_re

0.435 
fluvoxamine_d03804  

0.264 
gilles_de_la_tourett

0.233 
other_and_unspecifie

83/100

-1.0


0.704 
need_for_postmenopau

0.613 
menopausal_or_female

0.574 
other_and_unspecifie

0.462 
conjugated_estrogens

0.450 
screening_mammograph

0.417 
cytopathology,_slide

0.415 
malaise_and_fatigue_

0.372 
special_investigatio

0.357 
other_screening_mamm

0.331 
cytopathology,_smear

0.310 
need_for_prophylacti

0.296 
breast_screening,_un

0.294 
premenstrual_tension

0.283 
general_medical_exam

0.281 
colorectal_cancer_sc

47/100

-0.9


0.239 
diabetes_mellitus_25

0.221 
quinapril_d00365    

0.205 
unspecified_essentia

0.204 
administration_of_pn

0.204 
creatine_c82540     

0.200 
administration_of_in

0.195 
myocardial_perfusion

0.180 
osteoarthrosis,_unsp

0.179 
salsalate_d00842    

0.177 
triglycerides_c84478

0.172 
unspecified_cataract

0.167 
sensorineural_hearin

0.165 
lipoprotein,_direct_

0.159 
abnormal_glucose_tol

0.157 
potassium;_serum_c84

95/100

-0.9


1.000 
chemotherapy_adminis

1.000 
chemotherapy_encount

1.000 
chemotherapy_adminis

0.999 
chemotherapy_adminis

0.998 
chemotherapy_adminis

0.998 
nodular_lymphoma,_un

0.998 
chemotherapy_adminis

0.989 
hodgkin's_disease,_u

0.969 
personal_history_of_

0.915 
other_malignant_lymp

0.864 
personal_history_of_

0.630 
vincristine_d00401  

0.624 
rituximab_d04255    

0.550 
lvp_solution_d04128 

0.544 
radiologic_examinati

49/100

-0.9


1.000 
opioid_type_dependen

1.000 
unspecified_drug_dep

0.999 
buprenorphine-naloxo

0.999 
cocaine_dependence,_

0.998 
opioid_type_dependen

0.997 
poisoning_by_heroin_

0.993 
accidental_poisoning

0.992 
combinations_of_opio

0.985 
barbiturate_and_simi

0.976 
combinations_of_drug

0.976 
opioid_type_dependen

0.971 
other,_mixed,_or_uns

0.964 
combinations_of_opio

0.956 
cannabis_dependence,

0.951 
other,_mixed,_or_uns

70/100

-0.7


0.980 
transthoracic_echoca

0.951 
telephonic_transmiss

0.950 
comprehensive_electr

0.942 
ventricular_septal_d

0.891 
patient_demand_singl

0.887 
programmed_stimulati

0.885 
electrocardiographic

0.877 
intracardiac_cathete

0.840 
catheter_ablation_of

0.823 
undiagnosed_cardiac_

0.814 
perc_cardio_proc_w/o

0.813 
unspecified_congenit

0.793 
electrocardiographic

0.784 
electrocardiographic

0.758 
paroxysmal_supravent

84/100

-0.7


0.841 
nefazodone_d03808   

0.775 
bupropion_d00182    

0.765 
anxiety_state,_unspe

0.691 
clonazepam_d00197   

0.681 
paroxetine_d03157   

0.662 
bupropion_d00181    

0.624 
depressive_disorder,

0.607 
sertraline_d00880   

0.604 
neurotic_disorders_3

0.579 
citalopram_d04332   

0.578 
venlafaxine_d03181  

0.564 
mirtazapine_d04025  

0.541 
fluoxetine_d00236   

0.497 
other_anxiety_states

0.496 
anxiety_states_3000 

22/100

-0.6


0.874 
undefined_code-00000

0.562 
cisapride_d03166    

0.561 
mumps_skin_test_anti

0.496 
droperidol_d00219   

0.471 
candida_albicans_ext

0.459 
fibrin(ogen)_degrada

0.444 
laparoscopic_cholecy

0.431 
cholecystectomy_exce

0.399 
initial_observation_

0.396 
follow-up_examinatio

0.390 
creatine_c82540     

0.388 
initial_observation_

0.376 
other_symptoms_invol

0.365 
t_and_b_cell_surface

0.344 
septicemia_age_>17_d

99/100

-0.2


0.790 
nervousness_7992    

0.771 
hemogram,_automated_

0.661 
contusion_of_back_92

0.661 
superficial_injury_o

0.631 
other_counseling,_no

0.540 
hemarthrosis_involvi

0.486 
other_symptoms_invol

0.473 
lack_of_expected_nor

0.428 
culture,_bacterial,_

0.380 
other_disorders_of_u

0.366 
syphilis,_unspecifie

0.340 
radiologic_examinati

0.332 
foreign_body_in_unsp

0.320 
unspecified_sleep_di

0.312 
other_specified_exam