LEGEND_NAME = PC_sLDA

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = sertraline

amitriptylinebupropioncitalopram
duloxetineescitalopramfluoxetine
mirtazapinenortriptylineparoxetine
sertralinevenlafaxine

FRAC_LABELS = 1

1

N_STATES = 50.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/psych_traj_20170727/20171011frombest-mod_name=slda__tf-frac_labels=1.000-n_states=050-alpha=1.1000-tau=1.0100-lambda_w=000.001-init_name=bestauc_gibbs_K050_f1.000-weight_x=1.0-weight_y=1000.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=20/1/lap0000006.000_topic_model_snapshot

15/50

-4.1


0.989 
postpartum_care_only

0.980 
other_specified_ante

0.975 
premature_rupture_of

0.969 
unspecified_antepart

0.966 
induced_abortion,_by

0.966 
episiotomy_p736     

0.964 
other_artificial_rup

0.964 
shoulder_(girdle)_dy

0.960 
placenta_previa_with

0.960 
excessive_fetal_grow

0.957 
ergonovine_d00587   

0.948 
aspiration_curettage

0.947 
anemia_of_mother,_wi

0.946 
estriol_c82677      

0.946 
anesthesia_for_cesar

21/50

-3.7


0.919 
unspecified_essentia

0.884 
malignant_essential_

0.861 
lisinopril_d00732   

0.761 
fluvastatin_d03183  

0.733 
impaired_fasting_glu

0.709 
hydrochlorothiazide-

0.683 
nifedipine_d00051   

0.659 
hypertension_drg:134

0.658 
atorvastatin_d04105 

0.649 
elevated_blood_press

0.648 
hyperplasia_of_prost

0.634 
hydrochlorothiazide_

0.624 
initial_comprehensiv

0.616 
atenolol_d00004     

0.587 
meclizine_d00859    

18/50

-3.6


0.978 
hypertrophy_(benign)

0.885 
pure_hyperglyceridem

0.849 
hyperplasia_of_prost

0.827 
impotence_of_organic

0.827 
sigmoidoscopy,_flexi

0.819 
unspecified_disorder

0.809 
hyperplasia_of_prost

0.796 
unspecified_disorder

0.779 
prostate_cancer_scre

0.770 
radiologic_examinati

0.758 
administration_of_in

0.717 
unspecified_disorder

0.693 
special_screening_fo

0.682 
pure_hypercholestero

0.678 
unspecified_hemorrho

40/50

-3.4


0.993 
malignant_neoplasm_o

0.992 
malignant_neoplasm_o

0.990 
malignant_neoplasm_o

0.989 
chemotherapy_adminis

0.988 
malignant_neoplasm_o

0.987 
malignant_neoplasm_o

0.986 
encounter_for_antine

0.985 
malignant_neoplasm_o

0.982 
chemotherapy_adminis

0.979 
neoplasm_related_pai

0.970 
malignant_neoplasm_o

0.967 
irrigation_of_implan

0.966 
malignant_neoplasm_o

0.965 
interferon_alfa-2b_d

0.957 
malignant_neoplasm_o

49/50

-3.4


0.913 
pilonidal_cyst_witho

0.819 
external_thrombosed_

0.810 
neurotic_disorders_3

0.808 
other_and_unspecifie

0.780 
closed_fracture_of_p

0.768 
overexertion_and_str

0.766 
closed_fracture_of_m

0.764 
scabies_1330        

0.760 
periapical_abscess_w

0.756 
pulpitis_5220       

0.755 
tobacco_use_disorder

0.748 
chalazion_3732      

0.746 
limited_oral_evaluat

0.713 
nervousness_79921   

0.704 
application_of_finge

3/50

-3.0


0.999 
obsessive-compulsive

0.999 
bipolar_affective_di

0.999 
bipolar_affective_di

0.999 
bipolar_affective_di

0.999 
bipolar_affective_di

0.998 
schizo-affective_typ

0.993 
hypochondriasis_3007

0.993 
bipolar_affective_di

0.991 
anorexia_nervosa_307

0.989 
impulse_control_diso

0.983 
bipolar_affective_di

0.976 
bipolar_affective_di

0.969 
ziprasidone_d04747  

0.968 
other_specified_earl

0.959 
bipolar_affective_di

26/50

-2.8


1.000 
malignant_neoplasm_o

0.998 
personal_history_of_

0.998 
secondary_malignant_

0.996 
carcinoma_in_situ_of

0.996 
malignant_neoplasm_o

0.993 
malignant_neoplasm_o

0.990 
tamoxifen_d00381    

0.990 
malignant_neoplasm_o

0.989 
trastuzumab_d04357  

0.989 
immunoassay_for_tumo

0.987 
acquired_absence_of_

0.984 
postmastectomy_lymph

0.982 
biopsy_or_excision_o

0.981 
preoperative_placeme

0.981 
subtotal_mastectomy_

11/50

-2.8


0.997 
morbid_obesity_27801

0.996 
other_and_unspecifie

0.988 
bariatric_surgery_st

0.971 
phentermine_d00806  

0.957 
o.r._procedures_for_

0.955 
health_and_behavior_

0.951 
insulin;_total_c8352

0.935 
body_mass_index_40_a

0.922 
flushing_78262      

0.916 
laparoscopy,_surgica

0.914 
polysomnography,_sle

0.911 
laparoscopic_gastroe

0.904 
insomnia_with_sleep_

0.897 
anesthesia_for_intra

0.885 
other_hypersomnia_78

34/50

-2.8


0.997 
displacement_of_lumb

0.995 
thoracic_or_lumbosac

0.994 
lumbosacral_spondylo

0.994 
spinal_stenosis_of_l

0.993 
magnetic_resonance_(

0.989 
injection,_single_(n

0.988 
other_psychalgia_307

0.985 
other_symptoms_refer

0.983 
fluoroscopic_guidanc

0.983 
degeneration_of_lumb

0.980 
fluoroscopic_guidanc

0.977 
displacement_of_inte

0.976 
injection,_anestheti

0.976 
postlaminectomy_synd

0.974 
postsurgical_arthrod

19/50

-2.7


0.967 
nonspecific_reaction

0.928 
nonspecific_reaction

0.895 
isoniazid_d00101    

0.853 
unspecified_disorder

0.851 
venipuncture,_under_

0.832 
unspecified_inflamma

0.826 
encounter_for_remova

0.820 
contusion_of_unspeci

0.809 
polyphagia_7836     

0.784 
ethinyl_estradiol-no

0.763 
other_disorders_of_c

0.731 
alopecia,_unspecifie

0.725 
other_viral_diseases

0.688 
other_nonspecific_ab

0.665 
apap/dichloralphenaz

31/50

-2.7


0.999 
chronic_renal_failur

0.997 
complications_of_tra

0.997 
liver_replaced_by_tr

0.997 
kidney_replaced_by_t

0.996 
complications_of_tra

0.996 
end_stage_renal_dise

0.994 
heart_replaced_by_tr

0.991 
hypertensive_renal_d

0.990 
nephrotic_syndrome_w

0.984 
hemodialysis_p3995  

0.981 
chronic_kidney_disea

0.980 
hemodialysis_procedu

0.979 
other_complications_

0.976 
postsurgical_renal_d

0.973 
sevelamer_d04363    

20/50

-2.4


0.981 
migraine,_unspecifie

0.979 
nortriptyline_c80182

0.952 
asa/butalbital/caffe

0.878 
headache_7840       

0.862 
hemarthrosis_involvi

0.856 
tietze's_disease_733

0.843 
trigeminal_neuralgia

0.838 
desipramine_d00145  

0.837 
other_specified_dise

0.824 
undefined_code-90000

0.814 
zolmitriptan_d04253 

0.811 
other_specified_urti

0.800 
screening_for_other_

0.795 
common_migraine,_wit

0.788 
classical_migraine,_

4/50

-2.3


0.995 
systemic_lupus_eryth

0.994 
extractable_nuclear_

0.993 
deoxyribonucleic_aci

0.990 
autoimmune_disease,_

0.990 
fluorescent_noninfec

0.979 
autoimmune_disease,_

0.976 
other_and_unspecifie

0.973 
cyclic_citrullinated

0.969 
antinuclear_antibodi

0.960 
rheumatoid_arthritis

0.960 
systemic_sclerosis_7

0.945 
angiotensin_i_-_conv

0.944 
sicca_syndrome_7102 

0.944 
hydroxychloroquine_d

0.938 
rheumatoid_factor;_q

14/50

-2.2


0.996 
extrinsic_asthma_wit

0.993 
intrinsic_asthma_wit

0.993 
asthma,_unspecified_

0.987 
montelukast_d04289  

0.986 
asthma,_unspecified_

0.949 
allergic_rhinitis_du

0.930 
allergic_rhinitis_du

0.923 
extrinsic_asthma_wit

0.916 
mometasone_nasal_d04

0.914 
beclomethasone_d0076

0.901 
chronic_maxillary_si

0.900 
azelastine_nasal_d04

0.887 
fluticasone-salmeter

0.851 
fluticasone_d01296  

0.837 
castor_oil_d01014   

0/50

-2.2


0.959 
therapeutic,_prophyl

0.905 
active_warming_used_

0.905 
duration_of_general_

0.901 
hydromorphone_d00255

0.886 
gastrointestinal_com

0.882 
infectious_agent_det

0.851 
central_venous_cathe

0.848 
esophagitis,_gastroe

0.838 
kidney_and_urinary_t

0.835 
methicillin_resistan

0.835 
acute_pain_due_to_tr

0.810 
infusion,albumin_(hu

0.808 
documentation_of_ord

0.804 
ultrasound,_chest,_b

0.782 
multivitamin_with_mi

30/50

-2.2


0.997 
major_depressive_dis

0.997 
opioid_type_dependen

0.996 
unspecified_drug_dep

0.996 
electroconvulsive_th

0.993 
anesthesia_for_elect

0.989 
buprenorphine-naloxo

0.988 
other_electroshock_t

0.986 
combinations_of_drug

0.983 
cocaine_dependence,_

0.973 
opioid_type_dependen

0.973 
bipolar_affective_di

0.972 
citalopram_d04332   

0.968 
suicide_and_self-inf

0.960 
poisoning_by_benzodi

0.960 
poisoning_by_unspeci

33/50

-2.2


0.998 
human_immunodeficien

0.997 
chronic_hepatitis_c_

0.997 
acute_or_unspecified

0.994 
asymptomatic_human_i

0.994 
hepatitis,_unspecifi

0.988 
viral_hepatitis_b_wi

0.986 
t_cells;_absolute_cd

0.980 
unspecified_viral_he

0.977 
viral_hepatitis_b_wi

0.958 
chronic_hepatitis,_u

0.950 
biopsy_of_liver,_nee

0.949 
thalassemias_2824   

0.939 
hepatitis_c_carrier_

0.931 
efavirenz_d04355    

0.930 
lamivudine-zidovudin

39/50

-2.1


0.991 
dysplasia_of_cervix_

0.989 
carcinoma_in_situ_of

0.987 
colposcopy_of_the_ce

0.949 
dysplasia_of_vagina_

0.945 
mild_dysplasia_of_ce

0.935 
colposcopy_of_the_ce

0.933 
leukorrhea,_not_spec

0.926 
vaginitis_and_vulvov

0.920 
colposcopy_of_the_ce

0.914 
mild_dysplasia_of_ce

0.914 
encounter_for_survei

0.908 
atypical_squamous_ce

0.904 
colposcopy_of_the_ce

0.900 
carcinoma_in_situ_of

0.887 
conization_of_cervix

36/50

-2.1


0.997 
major_depressive_dis

0.994 
agoraphobia_with_pan

0.959 
major_depressive_dis

0.921 
major_depressive_dis

0.917 
major_depressive_dis

0.863 
individual_psychothe

0.779 
individual_psychothe

0.767 
attention_deficit_di

0.739 
phobia,_unspecified_

0.727 
unspecified_personal

0.712 
major_depressive_dis

0.706 
major_depressive_dis

0.695 
borderline_personali

0.657 
pharmacologic_manage

0.653 
individual_medical_p

28/50

-1.9


0.797 
osteoarthrosis,_unsp

0.746 
routine_venipuncture

0.734 
triglycerides_c84478

0.733 
cholesterol,_serum_o

0.704 
lipoprotein,_direct_

0.581 
obesity_2780        

0.572 
hemogram,_automated_

0.416 
syphilis,_unspecifie

0.400 
sedimentation_rate,_

0.398 
other_disorders_of_b

0.360 
unspecified_sleep_di

0.341 
cyst_of_thyroid_2462

0.309 
radiologic_examinati

0.307 
unspecified_cataract

0.296 
nucleotidase_5-_c839

25/50

-1.9


0.996 
respiratory_failure_

0.983 
encounter_for_fittin

0.974 
critical_care,_evalu

0.955 
pulmonary_congestion

0.950 
intubation,_endotrac

0.944 
septic_shock_78552  

0.944 
ventilation_assist_a

0.940 
shock,_unspecified_7

0.938 
continuous_mechanica

0.938 
insertion_of_endotra

0.934 
other_shock_without_

0.931 
continuous_mechanica

0.923 
unspecified_pleural_

0.921 
critical_care,_evalu

0.911 
foreign_body_in_lary

9/50

-1.9


0.999 
infertility,_female,

0.995 
infertility,_female,

0.989 
catheterization_and_

0.989 
intramural_leiomyoma

0.988 
endometriosis,_site_

0.988 
progesterone_c84144 

0.987 
polyp_of_corpus_uter

0.985 
infertility,_female,

0.985 
leiomyoma_of_uterus,

0.983 
artificial_inseminat

0.983 
hysterosalpingograph

0.982 
submucous_leiomyoma_

0.982 
hysteroscopy,_diagno

0.981 
endometriosis_of_ova

0.980 
estradiol_c82670    

23/50

-1.7


0.944 
need_for_postmenopau

0.935 
nonspecific_abnormal

0.902 
diethylstilbestrol_[

0.889 
ultrasonic_guidance_

0.886 
mammography;_unilate

0.885 
conjugated_estrogens

0.847 
other_diagnostic_pro

0.834 
screening_for_unspec

0.814 
unspecified_disorder

0.809 
reduction_mammaplast

0.799 
malaise_and_fatigue_

0.785 
postmenopausal_statu

0.776 
biopsy_of_breast;_pe

0.774 
mucous_polyp_of_cerv

0.769 
cytopathology,_smear

48/50

-1.7


0.974 
lack_of_housing_v600

0.953 
acute_alcoholic_into

0.939 
other_nonoperative_r

0.935 
cocaine_abuse,_unspe

0.932 
acute_alcoholic_into

0.905 
unarmed_fight_or_bra

0.881 
poisoning_by_analges

0.862 
poisoning_and_toxic_

0.854 
alcohol/drug_abuse_o

0.852 
toxic_effect_of_ethy

0.844 
alcohol_detoxificati

0.842 
alcohol_abuse/depend

0.839 
poisoning_by_heroin_

0.826 
emergency_department

0.825 
poisoning_by_aromati

47/50

-1.6


0.999 
other_malignant_lymp

0.997 
acute_myeloid_leukem

0.996 
multiple_myeloma_wit

0.995 
complications_of_bon

0.995 
hodgkin's_disease,_u

0.994 
chronic_lymphoid_leu

0.994 
acute_myeloid_leukem

0.990 
chemotherapy_w/o_acu

0.990 
acute_lymphoid_leuke

0.990 
chronic_myeloid_leuk

0.986 
malignant_neoplasm_o

0.986 
bone_marrow,_smear_i

0.985 
blood_smear,_periphe

0.985 
nodular_lymphoma,_un

0.984 
polycythemia_vera_23

2/50

-1.5


0.997 
regional_enteritis_o

0.994 
ulcerative_colitis,_

0.988 
regional_enteritis_o

0.988 
regional_enteritis_o

0.986 
regional_enteritis_o

0.982 
upper_gastrointestin

0.981 
universal_ulcerative

0.974 
other_vitamin_b12_de

0.958 
ulcerative_(chronic)

0.955 
functional_diarrhea_

0.954 
other_specified_gast

0.950 
gastric_ulcer,_unspe

0.936 
chronic_pancreatitis

0.936 
left-sided_ulcerativ

0.934 
inflammatory_bowel_d

46/50

-1.5


0.995 
unspecified_internal

0.993 
osteoarthrosis,_unsp

0.992 
other_and_unspecifie

0.990 
tear_of_medial_carti

0.989 
other_closed_fractur

0.989 
osteoarthrosis,_loca

0.987 
fracture_of_lateral_

0.986 
sprain_of_cruciate_l

0.986 
unspecified_fracture

0.984 
fracture,_closed,_co

0.983 
excision_of_semiluna

0.983 
major_joint_and_limb

0.982 
radiologic_examinati

0.981 
osteoarthrosis,_loca

0.980 
aftercare_for_healin

13/50

-1.5


0.998 
cerebral_artery_occl

0.995 
cerebral_embolism,_w

0.995 
subarachnoid_hemorrh

0.993 
professional_service

0.992 
professional_service

0.992 
subsequent_nursing_f

0.990 
subsequent_nursing_f

0.987 
paraplegia_3441     

0.986 
hemiplegia_affecting

0.982 
unspecified_intracra

0.979 
cerebral_aneurysm,_n

0.979 
cerebral_thrombosis,

0.978 
arteriography_of_cer

0.974 
specific_cerebrovasc

0.974 
intracerebral_hemorr

29/50

-1.5


0.999 
manual_therapy_techn

0.999 
application_of_a_mod

0.996 
other_affections_of_

0.995 
disorders_of_bursae_

0.994 
rotator_cuff_(capsul

0.992 
application_of_a_mod

0.991 
complete_rupture_of_

0.989 
other_specified_diso

0.988 
therapeutic_procedur

0.985 
unspecified_musculos

0.985 
other_joint_derangem

0.985 
application_of_a_mod

0.979 
therapeutic_procedur

0.972 
adhesive_capsulitis_

0.972 
recurrent_dislocatio

42/50

-1.5


0.997 
calculus_of_kidney_5

0.990 
calculus_of_ureter_5

0.983 
urinary_calculus,_un

0.977 
urethral_stricture,_

0.977 
retrograde_pyelogram

0.976 
hydronephrosis_591  

0.971 
hematuria_5997      

0.968 
cystourethroscopy,_w

0.966 
urography,_retrograd

0.962 
transurethral_remova

0.960 
urography,_antegrade

0.959 
injection_procedure_

0.953 
diverticulitis_of_co

0.950 
extracorporeal_shock

0.947 
lithotripsy,_extraco

10/50

-1.5


0.998 
destruction_(eg,_las

0.998 
actinic_keratosis_70

0.998 
destruction_(eg,_las

0.996 
other_chronic_dermat

0.996 
other_seborrheic_ker

0.995 
other_dyschromia_709

0.993 
biopsy_of_skin,_subc

0.993 
hemangioma_of_skin_a

0.993 
personal_history_of_

0.993 
personal_history_of_

0.992 
other_malignant_neop

0.991 
inflamed_seborrheic_

0.991 
benign_neoplasm_of_s

0.988 
other_malignant_neop

0.985 
other_dermatitis_due

43/50

-1.4


0.995 
type_i_diabetes_mell

0.993 
insulin_glargine_d04

0.990 
type_ii_diabetes_mel

0.988 
type_ii_diabetes_mel

0.986 
insulin_lispro_d0437

0.984 
glyburide_d00248    

0.980 
glucose,_blood_by_gl

0.976 
type_i_diabetes_mell

0.976 
long-term_(current)_

0.976 
glipizide_d00246    

0.971 
metformin_d03807    

0.970 
insulin_aspart_d0469

0.969 
rosiglitazone_d04434

0.967 
diabetes_mellitus_ty

0.945 
diabetes_mellitus_ty

12/50

-1.3


0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
multiple_sclerosis_3

0.998 
neoplasm_of_unspecif

0.998 
benign_neoplasm_of_c

0.996 
malignant_neoplasm_o

0.994 
malignant_neoplasm_o

0.994 
personal_history_of_

0.993 
temozolomide_d04451 

0.990 
benign_neoplasm_of_c

0.989 
benign_neoplasm_of_b

0.988 
neurofibromatosis,_u

0.988 
neoplasm_of_uncertai

0.987 
magnetic_resonance_s

0.986 
malignant_neoplasm_o

17/50

-1.3


0.999 
unspecified_hypothyr

0.998 
thyroxine;_total_c84

0.997 
triiodothyronine_t3;

0.997 
malignant_neoplasm_o

0.996 
thyroid_hormone_(t3_

0.995 
benign_neoplasm_of_p

0.995 
levothyroxine_d00278

0.994 
toxic_diffuse_goiter

0.991 
thyrotoxicosis_witho

0.989 
ultrasound,_soft_tis

0.988 
thyroglobulin_antibo

0.987 
nontoxic_uninodular_

0.987 
thyroglobulin_c84432

0.983 
chronic_lymphocytic_

0.983 
panhypopituitarism_2

38/50

-1.3


0.996 
photochemotherapy;_t

0.955 
bilirubin;_total_c82

0.941 
other_psoriasis_and_

0.920 
transferase;_alanine

0.907 
transferase;_asparta

0.809 
albumin;_serum_c8204

0.729 
phosphatase,_alkalin

0.533 
protein;_total,_exce

0.445 
neoplasm_of_uncertai

0.368 
primary_thrombocytop

0.297 
creatinine;_blood_c8

0.276 
calcium;_total_c8231

0.266 
sodium;_serum_c84295

0.248 
urea_nitrogen;_quant

0.237 
chloride;_blood_c824

22/50

-1.1


0.997 
chronic_airway_obstr

0.997 
cystic_fibrosis_with

0.993 
lung_replaced_by_tra

0.992 
bronchiectasis_witho

0.988 
obstructive_chronic_

0.987 
bronchiectasis_with_

0.986 
plethysmography,_tot

0.984 
sarcoidosis_135     

0.984 
other_emphysema_4928

0.983 
respiratory_flow_vol

0.981 
postinflammatory_pul

0.976 
chronic_obstructive_

0.973 
carbon_monoxide_diff

0.972 
plethysmography,_tot

0.971 
bronchiectasis_494  

44/50

-1.1


0.996 
cardiac_pacemaker_in

0.995 
sinoatrial_node_dysf

0.994 
paroxysmal_ventricul

0.993 
other_primary_cardio

0.993 
electronic_analysis_

0.991 
secondary_cardiomyop

0.991 
automatic_implantabl

0.985 
atrioventricular_blo

0.972 
electronic_analysis_

0.968 
paroxysmal_supravent

0.966 
heart_failure,_unspe

0.964 
electronic_analysis_

0.962 
left_heart_failure_4

0.962 
mitral_valve_disorde

0.959 
interrogation_device

45/50

-1.1


0.999 
malignant_neoplasm_o

0.996 
malignant_neoplasm_o

0.993 
malignant_neoplasm_o

0.983 
radiotherapy_encount

0.973 
personal_history_of_

0.967 
malignant_neoplasm_o

0.965 
radiation_treatment_

0.950 
radiation_treatment_

0.950 
brachytherapy_isodos

0.939 
radical_prostatectom

0.928 
major_male_pelvic_pr

0.916 
multi-leaf_collimato

0.916 
therapeutic_radiolog

0.915 
continuing_medical_p

0.915 
malignant_neoplasm_o

1/50

-1.0


0.998 
malignant_neoplasm_o

0.998 
malignant_neoplasm_o

0.997 
malignant_neoplasm_o

0.996 
malignant_neoplasm_o

0.996 
malignant_neoplasm_o

0.995 
secondary_malignant_

0.992 
malignant_neoplasm_o

0.990 
malignant_neoplasm_o

0.988 
malignant_neoplasm_o

0.988 
secondary_malignant_

0.986 
secondary_malignant_

0.986 
malignant_neoplasm_o

0.983 
malignant_neoplasm_o

0.979 
malignant_neoplasm_o

0.975 
oxaliplatin_d04811  

6/50

-1.0


0.996 
computer-aided_detec

0.993 
screening_mammograph

0.989 
screening_mammograph

0.969 
other_abnormal_findi

0.946 
mammogram_assessment

0.929 
computer_aided_detec

0.917 
mammography;_unilate

0.913 
intrinsic_(urethral)

0.905 
estradiol_topical_d0

0.902 
patient_information_

0.897 
biopsy_of_vulva_or_p

0.892 
detrusor_sphincter_d

0.891 
mammogram_assessment

0.872 
urethral_pressure_pr

0.871 
cystocele,_midline_6

35/50

-0.9


1.000 
analysis_of_clinical

0.999 
encounter_for_long-t

0.999 
hemorrhagic_disorder

0.996 
embolism_and_thrombo

0.943 
embolism_and_thrombo

0.939 
embolism_and_thrombo

0.907 
other_pulmonary_embo

0.868 
acute,_but_ill-defin

0.816 
pulmonary_embolism_d

0.814 
iatrogenic_pulmonary

0.800 
primary_hypercoagula

0.790 
anticoagulants_causi

0.789 
atrial_fibrillation_

0.714 
congenital_deficienc

0.600 
prothrombin_time_c85

16/50

-0.8


0.989 
adjustment_reaction_

0.988 
individual_psychothe

0.983 
neurotic_depression_

0.975 
oppositional_disorde

0.971 
panic_disorder_30001

0.958 
generalized_anxiety_

0.943 
adjustment_reaction_

0.924 
other_specified_adju

0.904 
family_psychotherapy

0.876 
hysteria,_unspecifie

0.867 
prolonged_posttrauma

0.847 
bereavement,_uncompl

0.808 
unspecified_adjustme

0.765 
individual_psychothe

0.729 
adjustment_reaction_

24/50

-0.7


0.999 
paralysis_agitans_33

0.998 
epilepsy,_unspecifie

0.996 
treatment_of_speech,

0.994 
partial_epilepsy,_wi

0.994 
generalized_convulsi

0.994 
monitoring_for_local

0.991 
partial_epilepsy,_wi

0.989 
alzheimer's_disease_

0.989 
phenobarbital_c80184

0.989 
symbolic_dysfunction

0.988 
idiopathic_torsion_d

0.987 
paranoid_type_schizo

0.986 
carbidopa-levodopa_d

0.986 
unspecified_mental_r

0.986 
gilles_de_la_tourett

27/50

-0.6


0.929 
initial_comprehensiv

0.906 
encounter_for_other_

0.893 
aluminum_chloride_he

0.880 
anaphylactic_shock_d

0.852 
screening_cytopathol

0.846 
benign_neoplasm_of_s

0.828 
ethinyl_estradiol-no

0.808 
need_for_prophylacti

0.807 
acute_laryngopharyng

0.796 
closed_dislocation_o

0.795 
hydroquinone_topical

0.794 
foreign_body_acciden

0.791 
periodic_comprehensi

0.791 
azelaic_acid_topical

0.785 
papanicolaou_smear_o

8/50

-0.5


0.998 
other_specified_dise

0.997 
trimming_of_dystroph

0.997 
ingrowing_nail_7030 

0.996 
ulcer_of_lower_limb,

0.996 
ulcer_of_other_part_

0.996 
ulcer_of_lower_limbs

0.995 
corns_and_callositie

0.994 
debridement;_skin,_p

0.991 
paring_or_cutting_of

0.991 
cellulitis_and_absce

0.990 
cellulitis_and_absce

0.990 
ulcer_of_heel_and_mi

0.990 
paring_or_cutting_of

0.989 
atherosclerosis_of_n

0.987 
varicose_veins_of_lo

32/50

-0.4


0.997 
postsurgical_aortoco

0.997 
coronary_atheroscler

0.997 
coronary_atheroscler

0.995 
percutaneous_translu

0.994 
old_myocardial_infar

0.994 
other_and_unspecifie

0.994 
physician_services_f

0.989 
intermediate_coronar

0.983 
transcatheter_placem

0.982 
physician_services_f

0.981 
isosorbide_mononitra

0.978 
left_heart_cardiac_c

0.977 
acute_myocardial_inf

0.977 
left_heart_catheteri

0.975 
coronary_atheroscler

41/50

0.2


0.993 
periodic_comprehensi

0.993 
routine_infant_or_ch

0.992 
meningococcal_polysa

0.990 
bulimia_30751       

0.990 
hepatitis_a_vaccine,

0.990 
poliovirus_vaccine,_

0.987 
need_for_prophylacti

0.985 
periodic_comprehensi

0.984 
need_for_other_speci

0.978 
need_for_prophylacti

0.977 
typhoid_vaccine,_liv

0.977 
typhoid_vaccine,_vi_

0.972 
yellow_fever_vaccine

0.971 
preventive_medicine_

0.965 
completed_early_peri

5/50

0.4


0.864 
undefined_code-00000

0.844 
introduction_of_need

0.818 
disruption_of_operat

0.807 
bilirubin;_total_and

0.774 
creatine_c82540     

0.754 
cisapride_d03166    

0.747 
carbon_dioxide_(bica

0.743 
radiological_examina

0.734 
chloride;_blood_c824

0.715 
magnetic_resonance_a

0.713 
asphyxia_7990       

0.702 
other_specified_form

0.702 
preoperative_respira

0.695 
bilirubin;_total_or_

0.691 
fluoroscopy_(separat

37/50

2.1


0.928 
annual_wellness_visi

0.927 
accidents_occurring_

0.920 
screening_for_malign

0.920 
dementia,_unspecifie

0.913 
dutasteride_d04788  

0.908 
nocturia_78843      

0.908 
semen_analysis;_comp

0.905 
donepezil_d04099    

0.880 
annual_wellness_visi

0.863 
glucosamine_d04418  

0.849 
doxazosin_d00726    

0.844 
ramipril_d00728     

0.835 
prostate_specific_an

0.828 
tadalafil_d04896    

0.810 
temazepam_d00384    

7/50

3.0


0.995 
other_suspected_mate

0.989 
obesity_complicating

0.987 
subsequent_prenatal_

0.980 
ultrasound,_pregnant

0.975 
encounter_for_fetal_

0.968 
other_specified_ante

0.968 
twin_pregnancy,_ante

0.961 
doppler_velocimetry,

0.960 
bupivacaine-fentanyl

0.957 
obesity_complicating

0.956 
pregnancy_examinatio

0.954 
abnormality_in_fetal

0.943 
breech_presentation_

0.929 
cesarean_section_w_c

0.924 
mental_disorders_of_