LEGEND_NAME = Gibbs_LDA

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = venlafaxine

amitriptylinebupropioncitalopram
duloxetineescitalopramfluoxetine
mirtazapinenortriptylineparoxetine
sertralinevenlafaxine

FRAC_LABELS = 1

1

N_STATES = 50.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/psych_traj_20170727/20170930-mod_name=slda__np-frac_labels=1.000-n_states=050-alpha=0.0100-tau=0.0100-lambda_w=0.001-init_name=rand_smooth_background-alg_name=mallet_gibbs_sampler-n_batches=1/1/lap0000900.000_topic_model_snapshot

7/50

-5.3


1.000 
twin_pregnancy,_ante

1.000 
subsequent_prenatal_

0.999 
obesity_complicating

0.999 
ultrasound,_pregnant

0.999 
encounter_for_fetal_

0.999 
other_specified_ante

0.999 
doppler_velocimetry,

0.998 
obesity_complicating

0.998 
spotting_complicatin

0.997 
ultrasound,_pregnant

0.997 
postpartum_care_visi

0.996 
pregnancy_with_other

0.995 
initial_prenatal_car

0.995 
other_suspected_mate

0.995 
ultrasound,_pregnant

31/50

-5.2


1.000 
chronic_renal_failur

1.000 
complications_of_tra

1.000 
liver_replaced_by_tr

1.000 
kidney_replaced_by_t

1.000 
hemodialysis_procedu

1.000 
end_stage_renal_dise

1.000 
complications_of_tra

1.000 
nephrotic_syndrome_w

0.999 
chronic_kidney_disea

0.999 
other_complications_

0.999 
anemia_in_end-stage_

0.999 
chronic_kidney_disea

0.997 
arteriovenostomy_for

0.997 
transluminal_balloon

0.997 
transluminal_balloon

43/50

-4.5


1.000 
type_i_diabetes_mell

0.999 
insulin_lispro_d0437

0.998 
insulin_glargine_d04

0.998 
glimepiride_d03864  

0.997 
diabetes_outpatient_

0.996 
exenatide_d05529    

0.996 
sitagliptin_d05896  

0.995 
rosiglitazone_d04434

0.993 
type_ii_diabetes_mel

0.992 
diabetes_mellitus_ty

0.990 
glipizide_d00246    

0.990 
long-term_(current)_

0.989 
glyburide_d00248    

0.988 
type_ii_diabetes_mel

0.976 
type_i_diabetes_mell

19/50

-4.5


0.835 
infectious_agent_ant

0.806 
isoniazid_d00101    

0.791 
encounter_for_emerge

0.650 
nonspecific_reaction

0.602 
nonspecific_reaction

0.566 
presence_of_intraute

0.539 
other_effects_of_ext

0.491 
adult_physical_abuse

0.469 
ethinyl_estradiol-no

0.444 
leukorrhea,_not_spec

0.442 
urine_pregnancy_test

0.433 
hydroxyprogesterone_

0.422 
unspecified_inflamma

0.411 
nervousness_79921   

0.407 
medroxyprogesterone_

25/50

-4.4


1.000 
respiratory_failure_

0.998 
insertion_of_endotra

0.998 
continuous_mechanica

0.998 
continuous_mechanica

0.998 
intubation,_endotrac

0.998 
pulmonary_insufficie

0.997 
septic_shock_78552  

0.996 
tracheostomy_except_

0.995 
temporary_tracheosto

0.995 
other_shock_without_

0.993 
tracheostomy,_planne

0.993 
tracheotomy_tube_cha

0.993 
anoxic_brain_damage_

0.985 
potassium_acetate/k_

0.982 
milrinone_d00302    

18/50

-4.1


0.959 
hyperplasia_of_prost

0.911 
hyperplasia_of_prost

0.846 
hypertrophy_(benign)

0.689 
unspecified_disorder

0.654 
unspecified_disorder

0.585 
sigmoidoscopy,_flexi

0.542 
prostate_cancer_scre

0.539 
prostate_specific_an

0.533 
hyperplasia_of_prost

0.521 
bilateral_inguinal_h

0.488 
psychosexual_dysfunc

0.461 
triglycerides_c84478

0.457 
impotence_of_organic

0.446 
vasectomy,_unilatera

0.429 
colorectal_cancer_sc

28/50

-3.9


0.702 
unspecified_polyarth

0.533 
creatine_c82540     

0.523 
hemogram,_automated_

0.434 
syphilis,_unspecifie

0.390 
lack_of_expected_nor

0.355 
administration_of_pn

0.346 
osteoarthrosis,_unsp

0.334 
other_counseling,_no

0.310 
obesity_and_other_hy

0.298 
administration_of_in

0.283 
neurotic_disorders_3

0.276 
rheumatoid_arthritis

0.270 
hemarthrosis_involvi

0.266 
bilirubin;_total_or_

0.230 
asthma,_unspecified_

33/50

-3.8


1.000 
chronic_hepatitis_c_

1.000 
human_immunodeficien

1.000 
acute_or_unspecified

1.000 
asymptomatic_human_i

0.998 
lamivudine_d03858   

0.997 
ribavirin_d00085    

0.997 
efavirenz_d04355    

0.996 
ritonavir_d03984    

0.995 
viral_hepatitis_b_wi

0.987 
other_chronic_hepati

0.975 
chronic_hepatitis,_u

0.961 
interferon_alfa-2a_d

0.954 
viral_hepatitis_b_wi

0.952 
unspecified_viral_he

0.948 
cirrhosis_of_liver_w

21/50

-3.8


0.810 
non-covered_item_or_

0.748 
unspecified_problems

0.588 
astemizole_d00794   

0.583 
salsalate_d00842    

0.567 
impaired_fasting_glu

0.566 
other_disorders_of_l

0.511 
rhythm_ecg,_one_to_t

0.470 
impaired_glucose_tol

0.416 
hydrochlorothiazide_

0.409 
unspecified_essentia

0.391 
hydrochlorothiazide-

0.375 
renin_c84244        

0.360 
unspecified_vitamin_

0.351 
nervousness_79921   

0.335 
aldosterone_c82088  

44/50

-3.7


1.000 
cardiac_pacemaker_in

1.000 
sinoatrial_node_dysf

1.000 
electronic_analysis_

1.000 
automatic_implantabl

0.999 
atrioventricular_blo

0.999 
electronic_analysis_

0.999 
electronic_analysis_

0.998 
hypertrophic_cardiom

0.998 
fitting_and_adjustme

0.998 
interrogation_device

0.998 
comprehensive_electr

0.998 
cardiac_electrophysi

0.997 
catheter_ablation_of

0.997 
systolic_heart_failu

0.997 
insertion_or_reposit

39/50

-3.6


0.999 
carcinoma_in_situ_of

0.997 
colposcopy_of_the_ce

0.995 
conization_of_cervix

0.994 
mild_dysplasia_of_ce

0.965 
dysplasia_of_vagina_

0.965 
vaginoscopy_p7021   

0.964 
colposcopy_of_the_ce

0.948 
vaginitis_and_vulvov

0.932 
colposcopy_of_the_en

0.923 
carcinoma_in_situ_of

0.910 
dysplasia_of_cervix_

0.873 
colposcopy_of_the_ce

0.845 
inflammatory_disease

0.837 
colposcopy_of_the_en

0.829 
atypical_squamous_ce

41/50

-3.6


1.000 
meningococcal_polysa

1.000 
poliovirus_vaccine,_

1.000 
need_for_prophylacti

0.999 
yellow_fever_vaccine

0.999 
periodic_comprehensi

0.999 
varicella_virus_vacc

0.998 
completed_early_peri

0.998 
developmental_testin

0.998 
rabies_vaccine,_for_

0.998 
need_for_prophylacti

0.998 
poliovirus_vaccine,_

0.997 
hepatitis_a_vaccine,

0.997 
typhoid_vaccine,_liv

0.996 
typhoid_vaccine,_liv

0.996 
yellow_fever_vaccine

5/50

-3.5


0.749 
undefined_code-00000

0.680 
cisapride_d03166    

0.620 
candida_albicans_ext

0.517 
mumps_skin_test_anti

0.515 
introduction_of_need

0.460 
fibrin(ogen)_degrada

0.433 
diphenhydramine-magn

0.424 
carbon_dioxide_(bica

0.417 
droperidol_d00219   

0.409 
chloride;_blood_c824

0.400 
creatine_c82540     

0.397 
bilirubin;_total_and

0.393 
antibody,_non-rbc,_q

0.370 
sodium;_serum_c84295

0.348 
radiological_examina

2/50

-3.5


1.000 
regional_enteritis_o

0.999 
regional_enteritis_o

0.999 
regional_enteritis_o

0.999 
regional_enteritis_o

0.999 
universal_ulcerative

0.999 
ulcerative_(chronic)

0.999 
ulcerative_colitis,_

0.998 
left-sided_ulcerativ

0.997 
inflammatory_bowel_d

0.996 
ulcerative_(chronic)

0.993 
upper_gastrointestin

0.985 
ulcer_of_esophagus_5

0.973 
gastrointestinal_tra

0.961 
benign_neoplasm_of_s

0.960 
anal_fistula_5651   

49/50

-3.5


0.792 
pilonidal_cyst_witho

0.715 
superficial_injury_o

0.665 
special_investigatio

0.625 
pilonidal_cyst_with_

0.612 
unspecified_gingival

0.544 
superficial_injury_o

0.535 
contusion_of_unspeci

0.507 
hidradenitis_70583  

0.507 
contusion_of_finger_

0.504 
incision_and_removal

0.501 
radiologic_examinati

0.489 
contusion_of_hand(s)

0.476 
infective_otitis_ext

0.475 
other_specified_exam

0.455 
foreign_body_in_unsp

37/50

-3.4


0.997 
dutasteride_d04788  

0.876 
ezetimibe-simvastati

0.823 
vardenafil_d04893   

0.822 
prostate_specific_an

0.821 
hydrochlorothiazide-

0.820 
rosuvastatin_d04851 

0.813 
tadalafil_d04896    

0.794 
screening_for_malign

0.792 
varicella_zoster_imm

0.767 
terazosin_d00386    

0.767 
ramipril_d00728     

0.748 
valsartan_d04113    

0.742 
annual_wellness_visi

0.710 
hydrochlorothiazide-

0.707 
sildenafil_d04299   

35/50

-3.3


1.000 
analysis_of_clinical

1.000 
hemorrhagic_disorder

0.987 
encounter_for_long-t

0.975 
embolism_and_thrombo

0.914 
embolism_and_thrombo

0.867 
embolism_and_thrombo

0.833 
pulmonary_embolism_d

0.805 
other_pulmonary_embo

0.792 
iatrogenic_pulmonary

0.725 
atrial_fibrillation_

0.722 
clotting_inhibitors_

0.716 
peripheral_vascular_

0.674 
congenital_deficienc

0.659 
acute,_but_ill-defin

0.655 
primary_hypercoagula

29/50

-3.2


1.000 
application_of_a_mod

1.000 
application_of_a_mod

0.999 
application_of_a_mod

0.999 
therapeutic_procedur

0.999 
myofascial_release/s

0.999 
joint_mobilization,_

0.998 
other_repair_of_shou

0.998 
arthroscopy,_shoulde

0.998 
arthroscopy,_shoulde

0.998 
superior_glenoid_lab

0.998 
arthroscopy_of_shoul

0.998 
injection_procedure_

0.998 
other_local_excision

0.998 
rotator_cuff_repair_

0.998 
radiologic_examinati

42/50

-3.2


0.999 
retrograde_pyelogram

0.999 
complex_cystometrogr

0.999 
voiding_pressure_stu

0.998 
cystourethroscopy,_w

0.998 
urography,_retrograd

0.998 
urography,_antegrade

0.998 
injection_procedure_

0.998 
transurethral_remova

0.997 
cystourethroscopy,_w

0.997 
extracorporeal_shock

0.997 
attention_to_other_a

0.997 
lithotripsy,_extraco

0.997 
other_calculus_in_bl

0.997 
calculus_of_ureter_5

0.996 
urethral_pressure_pr

24/50

-3.2


1.000 
paralysis_agitans_33

1.000 
epilepsy,_unspecifie

1.000 
partial_epilepsy,_wi

1.000 
generalized_convulsi

1.000 
partial_epilepsy,_wi

0.999 
symbolic_dysfunction

0.999 
epilepsy,_unspecifie

0.999 
idiopathic_torsion_d

0.998 
generalized_convulsi

0.990 
generalized_nonconvu

0.989 
alzheimer's_disease_

0.983 
phenobarbital_c80184

0.979 
convulsions_7803    

0.971 
senile_dementia,_unc

0.967 
other_cerebellar_ata

14/50

-3.1


0.997 
extrinsic_asthma_wit

0.991 
intrinsic_asthma_wit

0.990 
extrinsic_asthma_wit

0.978 
asthma,_unspecified_

0.966 
bronchitis_and_asthm

0.964 
montelukast_d04289  

0.963 
pirbuterol_d00755   

0.905 
azelastine_nasal_d04

0.872 
castor_oil_d01014   

0.867 
asthma,_unspecified_

0.842 
budesonide-formotero

0.841 
asthma,_unspecified_

0.836 
homatropine-hydrocod

0.824 
intracutaneous_(intr

0.807 
fluticasone_d01296  

32/50

-3.0


1.000 
physician_services_f

0.999 
physician_services_f

0.999 
transcatheter_placem

0.998 
injection_or_infusio

0.998 
single_vessel_percut

0.998 
insertion_of_coronar

0.998 
coronary_atheroscler

0.998 
percutaneous_translu

0.997 
single_internal_mamm

0.997 
insertion_of_drug-el

0.997 
insertion_of_one_vas

0.997 
percutaneous_translu

0.997 
transcatheter_placem

0.996 
coronary_bypass_w_ca

0.996 
acute_myocardial_inf

27/50

-3.0


0.866 
encounter_for_survei

0.813 
primary_focal_hyperh

0.762 
drospirenone-ethinyl

0.755 
cervical_high_risk_h

0.733 
ethinyl_estradiol-no

0.732 
adapalene_topical_d0

0.712 
encounter_for_genera

0.707 
ethinyl_estradiol-le

0.666 
desogestrel-ethinyl_

0.624 
need_for_prophylacti

0.615 
ethinyl_estradiol-no

0.614 
antibody;_herpes_sim

0.606 
encounter_for_other_

0.602 
initial_comprehensiv

0.591 
ethinyl_estradiol-no

10/50

-3.0


1.000 
actinic_keratosis_70

1.000 
destruction_(eg,_las

1.000 
other_malignant_neop

0.998 
destruction_(eg,_las

0.998 
chemosurgery_(mohs_m

0.998 
destruction_(eg,_las

0.997 
mohs_micrographic_te

0.997 
other_malignant_neop

0.996 
destruction,_maligna

0.996 
excision,_malignant_

0.995 
other_dermatitis_due

0.991 
chemosurgery_(mohs_m

0.988 
other_chronic_dermat

0.987 
other_malignant_neop

0.984 
repair,_complex,_for

16/50

-3.0


0.996 
oppositional_disorde

0.911 
adjustment_reaction_

0.891 
adjustment_reaction_

0.870 
bereavement,_uncompl

0.864 
generalized_anxiety_

0.851 
individual_psychothe

0.841 
neurotic_depression_

0.830 
other_specified_adju

0.816 
family_psychotherapy

0.816 
prolonged_posttrauma

0.739 
adjustment_reaction_

0.739 
major_depressive_dis

0.738 
individual_psychothe

0.702 
unspecified_adjustme

0.691 
adjustment_reaction_

40/50

-3.0


1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.998 
malignant_neoplasm_o

0.998 
malignant_neoplasm_o

0.998 
malignant_neoplasm_o

0.993 
malignant_neoplasm_o

0.975 
personal_history_of_

0.975 
interferon_alfa-2b_d

0.973 
malignant_neoplasm_o

0.971 
dysphagia,_oral_phas

0.959 
malignant_neoplasm_o

8/50

-3.0


1.000 
trimming_of_dystroph

1.000 
ulcer_of_lower_limb,

1.000 
ulcer_of_lower_limbs

1.000 
debridement;_skin,_p

1.000 
paring_or_cutting_of

1.000 
ulcer_of_heel_and_mi

0.999 
trimming_of_nondystr

0.999 
unspecified_osteomye

0.999 
ulcer_of_calf_70712 

0.999 
ulcer_of_other_part_

0.996 
varicose_veins_of_lo

0.995 
paring_or_cutting_of

0.994 
ulcer_of_ankle_70713

0.992 
varicose_veins_of_lo

0.989 
atherosclerosis_of_n

13/50

-2.9


1.000 
professional_service

1.000 
professional_service

1.000 
subarachnoid_hemorrh

1.000 
cerebral_aneurysm,_n

0.999 
unspecified_intracra

0.999 
cerebral_thrombosis,

0.999 
angiography,_vertebr

0.999 
angiography,_carotid

0.998 
selective_catheter_p

0.998 
hemiplegia_affecting

0.998 
angiography,_carotid

0.997 
transcatheter_perman

0.997 
angiography,_carotid

0.997 
cerebral_thrombosis,

0.996 
cerebral_embolism,_w

6/50

-2.9


0.997 
computer_aided_detec

0.991 
mammogram_assessment

0.986 
computer-aided_detec

0.981 
patient_information_

0.967 
screening_mammograph

0.886 
mammogram_assessment

0.870 
screening_mammograph

0.789 
senile_osteoporosis_

0.748 
mammography;_unilate

0.734 
dual-energy_x-ray_ab

0.705 
estradiol_topical_d0

0.645 
postmenopausal_atrop

0.622 
diagnostic_mammograp

0.617 
screening_for_osteop

0.616 
computer-aided_detec

38/50

-2.9


1.000 
photochemotherapy;_t

0.930 
other_psoriasis_and_

0.736 
blood_count;_hematoc

0.711 
psoriatic_arthropath

0.552 
neoplasm_of_uncertai

0.514 
bilirubin;_total_c82

0.486 
phosphatase,_alkalin

0.477 
venipuncture,_child_

0.459 
albumin;_serum_c8204

0.454 
bilirubin;_total_and

0.416 
bilirubin;_total_or_

0.406 
transferase;_alanine

0.398 
calcipotriene_topica

0.383 
transferase;_asparta

0.302 
granisetron_d03171  

20/50

-2.8


0.997 
articular_disc_disor

0.820 
vitiligo_70901      

0.819 
common_migraine,_wit

0.794 
arthralgia_of_tempor

0.747 
tension_headache_307

0.725 
migraine,_unspecifie

0.709 
variants_of_migraine

0.706 
classical_migraine,_

0.638 
physical_therapy_eva

0.625 
other_specified_temp

0.575 
common_migraine,_wit

0.555 
classical_migraine,_

0.550 
unspecified_dentofac

0.535 
temporomandibular_jo

0.486 
radiologic_examinati

12/50

-2.7


1.000 
malignant_neoplasm_o

1.000 
multiple_sclerosis_3

1.000 
malignant_neoplasm_o

1.000 
neoplasm_of_unspecif

1.000 
benign_neoplasm_of_c

1.000 
malignant_neoplasm_o

1.000 
personal_history_of_

1.000 
temozolomide_d04451 

0.999 
benign_neoplasm_of_b

0.999 
neoplasm_of_uncertai

0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
craniectomy,_trephin

0.998 
stereotactic_compute

0.998 
malignant_neoplasm_o

15/50

-2.6


0.997 
ligation_or_transect

0.996 
postpartum_care_only

0.995 
prolonged_pregnancy,

0.993 
neuraxial_analgesia/

0.961 
vaginal_delivery_w_s

0.931 
other_specified_ante

0.923 
ultrasound,_pregnant

0.916 
other_threatened_lab

0.913 
other_bilateral_liga

0.887 
normal_pregnancy_v22

0.886 
fetal_distress,_affe

0.863 
fetal_biophysical_pr

0.858 
other_artificial_rup

0.827 
vaginal_delivery_onl

0.819 
episiotomy_p736     

3/50

-2.5


1.000 
obsessive-compulsive

1.000 
anorexia_nervosa_307

1.000 
hypochondriasis_3007

1.000 
bipolar_affective_di

0.999 
bipolar_affective_di

0.998 
bipolar_affective_di

0.998 
bipolar_affective_di

0.995 
bipolar_affective_di

0.991 
impulse_control_diso

0.990 
bipolar_affective_di

0.986 
bipolar_affective_di

0.979 
bipolar_affective_di

0.976 
residual_schizophren

0.967 
schizo-affective_typ

0.935 
lithium_c80178      

4/50

-2.4


1.000 
systemic_lupus_eryth

0.999 
autoimmune_disease,_

0.999 
systemic_sclerosis_7

0.999 
amyotrophic_lateral_

0.998 
lupus_erythematosus_

0.998 
other_and_unspecifie

0.995 
autoimmune_disease,_

0.995 
protein_electrophore

0.994 
extractable_nuclear_

0.981 
deoxyribonucleic_aci

0.980 
sicca_syndrome_7102 

0.975 
cyclic_citrullinated

0.974 
unspecified_diffuse_

0.967 
antinuclear_antibodi

0.944 
fluorescent_noninfec

0/50

-2.4


0.920 
methicillin_resistan

0.880 
postoperative_and_po

0.784 
nonexcisional_debrid

0.767 
disruption_of_extern

0.710 
complications_of_tre

0.664 
anesthesia_for_all_p

0.654 
acute_ischemic_strok

0.627 
hydroxyurea_d01373  

0.601 
pancuronium_d00330  

0.587 
radiologic_examinati

0.583 
contrast_injection_f

0.579 
encounter_for_change

0.576 
other_postoperative_

0.558 
unspecified_surgical

0.555 
system_infect,_paras

23/50

-2.4


0.954 
ultrasonic_guidance_

0.884 
other_and_unspecifie

0.824 
need_for_postmenopau

0.716 
menopausal_or_female

0.656 
puncture_aspiration_

0.645 
breast_screening,_un

0.628 
nonspecific_abnormal

0.628 
screening_mammograph

0.622 
conjugated_estrogens

0.607 
solitary_cyst_of_bre

0.574 
mammography;_unilate

0.574 
postmenopausal_bleed

0.558 
screening_papanicola

0.534 
cytopathology,_slide

0.517 
mammography;_bilater

48/50

-2.3


0.996 
poisoning_by_heroin_

0.992 
orbital_floor_(blow-

0.992 
alcohol_detoxificati

0.991 
suicide_and_self-inf

0.989 
accidental_poisoning

0.989 
assault_by_striking_

0.975 
alcohol_abuse/depend

0.958 
other_nonoperative_r

0.951 
assault_by_cutting_a

0.951 
alcohol/drug_abuse_o

0.948 
lack_of_housing_v600

0.921 
unarmed_fight_or_bra

0.920 
acute_alcoholic_into

0.917 
malar_and_maxillary_

0.903 
assault_by_unspecifi

47/50

-2.3


1.000 
other_malignant_lymp

1.000 
acute_myeloid_leukem

1.000 
multiple_myeloma_wit

1.000 
complications_of_bon

1.000 
chronic_lymphoid_leu

1.000 
hodgkin's_disease,_u

1.000 
acute_myeloid_leukem

0.999 
acute_lymphoid_leuke

0.999 
chronic_myeloid_leuk

0.999 
bone_marrow,_smear_i

0.999 
flow_cytometry,_inte

0.999 
nodular_lymphoma,_un

0.999 
personal_history_of_

0.999 
bone_marrow;_biopsy,

0.999 
unspecified_leukemia

9/50

-2.3


1.000 
infertility,_female,

1.000 
infertility,_female,

0.999 
hysterosalpingograph

0.999 
artificial_inseminat

0.999 
hysteroscopy,_diagno

0.999 
endometriosis_of_ova

0.999 
endometriosis_of_pel

0.999 
follicle_puncture_fo

0.998 
culture_and_fertiliz

0.998 
uterine_and_adnexa_p

0.998 
sperm_washing_for_ar

0.998 
complete_in__vitro_f

0.997 
submucous_leiomyoma_

0.997 
embryo_transfer,_int

0.997 
other_excision_or_de

1/50

-2.3


1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
secondary_malignant_

1.000 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
secondary_malignant_

0.999 
oxaliplatin_d04811  

0.998 
malignant_neoplasm_o

0.998 
secondary_and_unspec

0.995 
uterine_and_adnexa_p

0.995 
malignant_neoplasm_o

0.995 
personal_history_of_

0.994 
uterine,adnexa_proc_

34/50

-2.3


1.000 
displacement_of_lumb

1.000 
thoracic_or_lumbosac

1.000 
injection,_single_(n

0.999 
postlaminectomy_synd

0.999 
injection(s);_single

0.999 
epidurography,_radio

0.999 
injection,_anestheti

0.998 
injection,_anestheti

0.998 
anesthesia_for_diagn

0.998 
excision_of_interver

0.998 
injection,_anestheti

0.998 
injection,_anestheti

0.997 
intervertebral_disc_

0.997 
back_and_neck_proced

0.997 
back_and_neck_proc_e

46/50

-2.1


1.000 
other_and_unspecifie

1.000 
tear_of_medial_carti

1.000 
other_closed_fractur

0.999 
fracture,_closed,_co

0.999 
sprain_of_cruciate_l

0.999 
excision_of_semiluna

0.999 
old_disruption_of_an

0.999 
aftercare_for_healin

0.999 
tear_of_lateral_cart

0.999 
arthroscopy_of_knee_

0.999 
major_joint_and_limb

0.999 
fracture_of_unspecif

0.998 
anesthesia_for_open_

0.998 
other_internal_deran

0.998 
total_knee_replaceme

22/50

-2.0


1.000 
cystic_fibrosis_with

0.999 
bronchiectasis_with_

0.999 
bronchiectasis_494  

0.999 
chronic_obstructive_

0.998 
inhalation_bronchial

0.987 
lung_replaced_by_tra

0.984 
bronchiectasis_witho

0.979 
tobramycin_d00069   

0.976 
sarcoidosis_135     

0.975 
emphysematous_bleb_4

0.972 
plethysmography,_tot

0.972 
respiratory_flow_vol

0.969 
chronic_laryngitis_4

0.967 
manipulation_chest_w

0.967 
obstructive_chronic_

45/50

-1.9


1.000 
malignant_neoplasm_o

1.000 
stereoscopic_x-ray_g

0.998 
brachytherapy_isodos

0.998 
radical_prostatectom

0.997 
major_male_pelvic_pr

0.993 
personal_history_of_

0.916 
malignant_neoplasm_o

0.908 
proton_treatment_del

0.907 
radiation_treatment_

0.905 
radiotherapy_encount

0.903 
computed_tomography_

0.822 
secondary_malignant_

0.821 
special_treatment_pr

0.813 
treatment_devices,_d

0.809 
therapeutic_radiolog

11/50

-1.9


0.998 
o.r._procedures_for_

0.998 
health_and_behavior_

0.997 
laparoscopy,_surgica

0.996 
anesthesia_for_intra

0.996 
laparoscopic_gastroe

0.996 
phentermine_d00806  

0.995 
oxygen_uptake,_expir

0.995 
body_mass_index_40_a

0.995 
high_gastric_bypass_

0.991 
morbid_obesity_27801

0.982 
bariatric_surgery_st

0.967 
other_and_unspecifie

0.941 
polysomnography,_sle

0.934 
orlistat_d04429     

0.928 
thiamine_(vitamin_b-

36/50

-1.8


0.997 
agoraphobia_with_pan

0.969 
major_depressive_dis

0.932 
attention_deficit_di

0.895 
major_depressive_dis

0.893 
individual_psychothe

0.884 
major_depressive_dis

0.816 
individual_psychothe

0.748 
individual_psychothe

0.695 
hysteria,_unspecifie

0.680 
individual_psychothe

0.605 
pharmacologic_manage

0.603 
panic_disorder_30001

0.600 
nortriptyline_c80182

0.594 
attention_deficit_di

0.543 
individual_psychothe

17/50

-1.8


1.000 
malignant_neoplasm_o

1.000 
benign_neoplasm_of_p

1.000 
toxic_diffuse_goiter

0.999 
chronic_lymphocytic_

0.999 
neoplasm_of_uncertai

0.999 
thyroid_imaging,_wit

0.998 
thyroid_carcinoma_me

0.997 
postsurgical_hypothy

0.997 
thyroid_procedures_d

0.997 
biopsy_thyroid,_perc

0.997 
complete_thyroidecto

0.996 
nuclear_rx,_oral_adm

0.996 
toxic_multinodular_g

0.996 
thyroidectomy,_total

0.995 
unilateral_thyroid_l

30/50

-1.1


1.000 
unspecified_drug_dep

1.000 
electroconvulsive_th

1.000 
anesthesia_for_elect

1.000 
buprenorphine-naloxo

1.000 
cocaine_dependence,_

1.000 
other_electroshock_t

0.999 
opioid_type_dependen

0.999 
cannabis_dependence,

0.998 
combinations_of_drug

0.998 
volatiles_(eg,_aceti

0.990 
opioid_type_dependen

0.980 
follow-up_inpatient_

0.971 
major_depressive_dis

0.950 
barbiturate_and_simi

0.946 
other_and_unspecifie

26/50

-0.7


1.000 
malignant_neoplasm_o

1.000 
secondary_malignant_

1.000 
carcinoma_in_situ_of

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

0.999 
trastuzumab_d04357  

0.999 
malignant_neoplasm_o

0.999 
subtotal_mastectomy_

0.999 
mastectomy,_partial_

0.998 
mastectomy,_partial_

0.998 
letrozole_d04156    

0.998 
total_mastectomy_for

0.997 
mastectomy,_simple,_

0.997 
unilateral_simple_ma

0.997 
unilateral_extended_