LEGEND_NAME = Gibbs_LDA

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = bupropion

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

19/50

-3.4


0.066 
office_or_other_outp

0.057 
office_or_other_outp

0.030 
infectious_agent_det

0.030 
infectious_agent_det

0.027 
culture,_bacterial;_

0.025 
urine_pregnancy_test

0.025 
culture,_bacterial;_

0.024 
collection_of_venous

0.023 
office_or_other_outp

0.019 
urinalysis,_by_dip_s

0.017 
susceptibility_studi

0.017 
urinalysis,_by_dip_s

0.016 
encounter_for_unspec

0.016 
urinary_tract_infect

0.012 
vaginitis_and_vulvov

25/50

-3.0


0.065 
subsequent_hospital_

0.052 
radiologic_examinati

0.036 
subsequent_hospital_

0.033 
subsequent_hospital_

0.028 
unspecified_pleural_

0.026 
critical_care,_evalu

0.019 
pulmonary_collapse_5

0.015 
pneumonia,_organism_

0.015 
encounter_for_fittin

0.014 
pulmonary_congestion

0.013 
respiratory_failure_

0.013 
encounter_for_fittin

0.010 
culture,_bacterial;_

0.009 
culture,_bacterial;_

0.008 
culture,_bacterial;_

20/50

-2.9


0.097 
office_or_other_outp

0.062 
office_or_other_outp

0.041 
headache_7840       

0.028 
backache,_unspecifie

0.025 
migraine,_unspecifie

0.021 
depressive_disorder,

0.020 
collection_of_venous

0.019 
unspecified_chest_pa

0.018 
anxiety_state,_unspe

0.018 
esophageal_reflux_53

0.017 
office_or_other_outp

0.015 
dizziness_and_giddin

0.015 
thyroid_stimulating_

0.014 
other_malaise_and_fa

0.013 
allergic_rhinitis,_c

44/50

-2.7


0.053 
congestive_heart_fai

0.034 
mitral_valve_disorde

0.034 
doppler_echocardiogr

0.034 
doppler_echocardiogr

0.033 
atrial_fibrillation_

0.030 
echocardiography,_tr

0.024 
other_primary_cardio

0.024 
electrocardiogram,_r

0.019 
cardiomegaly_4293   

0.019 
aortic_valve_disorde

0.016 
cardiac_pacemaker_in

0.016 
cardiac_dysrhythmia,

0.016 
palpitations_7851   

0.014 
office_or_other_outp

0.014 
electrocardiogram,_r

6/50

-2.7


0.044 
other_screening_mamm

0.036 
screening_mammograph

0.030 
office_or_other_outp

0.027 
lipid_panel_this_pan

0.027 
collection_of_venous

0.024 
periodic_comprehensi

0.024 
screening_for_malign

0.023 
influenza_virus_vacc

0.022 
computer-aided_detec

0.020 
routine_general_medi

0.018 
office_or_other_outp

0.018 
blood_count;_complet

0.018 
thyroid_stimulating_

0.017 
screening_mammograph

0.016 
cytopathology,_cervi

40/50

-2.6


0.045 
malignant_neoplasm_o

0.040 
blood_count;_complet

0.039 
comprehensive_metabo

0.037 
office_or_other_outp

0.036 
encounter_for_antine

0.035 
chemotherapy_adminis

0.021 
magnesium_c83735    

0.020 
radiotherapy_encount

0.020 
office_or_other_outp

0.019 
intensity_modulated_

0.019 
secondary_malignant_

0.016 
office_or_other_outp

0.015 
office_or_other_outp

0.013 
ondansetron_d00867  

0.012 
phosphorus_inorganic

5/50

-2.6


0.058 
urea_nitrogen;_quant

0.055 
potassium;_serum_c84

0.055 
chloride;_blood_c824

0.054 
carbon_dioxide_(bica

0.053 
sodium;_serum_c84295

0.050 
glucose;_quantitativ

0.048 
creatinine;_blood_c8

0.046 
blood_count;_complet

0.032 
calcium;_total_c8231

0.030 
phosphatase,_alkalin

0.028 
transferase;_asparta

0.028 
albumin;_serum_c8204

0.027 
routine_venipuncture

0.021 
phosphorus_inorganic

0.020 
bilirubin;_total_and

28/50

-2.6


0.077 
routine_venipuncture

0.073 
office_or_other_outp

0.069 
unspecified_essentia

0.047 
office_or_other_outp

0.040 
urea_nitrogen;_quant

0.039 
glucose;_quantitativ

0.038 
potassium;_serum_c84

0.032 
sodium;_serum_c84295

0.030 
chloride;_blood_c824

0.027 
carbon_dioxide_(bica

0.027 
creatinine;_blood_c8

0.023 
transferase;_asparta

0.022 
cholesterol,_serum_o

0.019 
lipoprotein,_direct_

0.018 
hemogram,_automated_

0/50

-2.5


0.036 
subsequent_hospital_

0.021 
blood_count;_complet

0.019 
culture,_bacterial;_

0.019 
subsequent_hospital_

0.018 
magnesium_c83735    

0.018 
prothrombin_time_c85

0.018 
phosphorus_inorganic

0.017 
electrolyte_panel_th

0.017 
creatinine;_blood_c8

0.017 
urea_nitrogen;_quant

0.017 
culture,_bacterial;_

0.016 
thromboplastin_time,

0.015 
basic_metabolic_pane

0.014 
casanthranol-docusat

0.012 
acetaminophen_d00049

12/50

-2.5


0.066 
malignant_neoplasm_o

0.048 
magnetic_resonance_(

0.044 
multiple_sclerosis_3

0.043 
malignant_neoplasm_o

0.028 
office_or_other_outp

0.028 
blood_count;_complet

0.021 
neoplasm_of_unspecif

0.018 
benign_neoplasm_of_c

0.017 
office_or_other_outp

0.016 
phenytoin;_total_c80

0.015 
blood_count;_complet

0.012 
dexamethasone_d00206

0.012 
radiation_treatment_

0.011 
urinalysis,_by_dip_s

0.011 
other_conditions_of_

2/50

-2.4


0.039 
abdominal_pain,_unsp

0.039 
esophageal_reflux_53

0.035 
office_or_other_outp

0.022 
diarrhea_78791      

0.021 
culture,_bacterial;_

0.018 
amylase_c82150      

0.017 
anemia,_unspecified_

0.017 
level_c88305        

0.017 
regional_enteritis_o

0.015 
lipase_c83690       

0.015 
abdominal_pain,_gene

0.015 
hepatic_function_pan

0.015 
blood_count;_complet

0.015 
iron_binding_capacit

0.015 
blood_count;_complet

35/50

-2.4


0.193 
prothrombin_time_c85

0.162 
analysis_of_clinical

0.109 
encounter_for_long-t

0.089 
atrial_fibrillation_

0.086 
routine_venipuncture

0.060 
hemorrhagic_disorder

0.037 
collection_of_venous

0.029 
acute,_but_ill-defin

0.022 
aortic_valve_disorde

0.017 
embolism_and_thrombo

0.016 
warfarin_d00022     

0.014 
other_pulmonary_embo

0.010 
embolism_and_thrombo

0.010 
unspecified_transien

0.010 
thromboplastin_time,

39/50

-2.3


0.071 
office_or_other_outp

0.052 
culture,_bacterial;_

0.039 
infectious_agent_det

0.038 
infectious_agent_det

0.030 
vaginitis_and_vulvov

0.029 
cytopathology,_cervi

0.029 
office_or_other_outp

0.028 
routine_venipuncture

0.027 
encounter_for_unspec

0.024 
smear,_primary_sourc

0.024 
screening_for_malign

0.023 
special_investigatio

0.019 
dysplasia_of_cervix_

0.018 
office_or_other_outp

0.017 
nonspecific_abnormal

38/50

-2.3


0.075 
routine_venipuncture

0.072 
transferase;_asparta

0.069 
blood_count;_complet

0.062 
phosphatase,_alkalin

0.056 
transferase;_alanine

0.052 
albumin;_serum_c8204

0.049 
creatinine;_blood_c8

0.046 
urea_nitrogen;_quant

0.046 
other_psoriasis_and_

0.038 
potassium;_serum_c84

0.038 
sodium;_serum_c84295

0.038 
chloride;_blood_c824

0.036 
carbon_dioxide_(bica

0.035 
glucose;_quantitativ

0.031 
bilirubin;_total_c82

1/50

-2.2


0.037 
comprehensive_metabo

0.028 
blood_count;_complet

0.026 
office_or_other_outp

0.024 
office_or_other_outp

0.024 
chemotherapy_encount

0.023 
blood_count;_complet

0.022 
malignant_neoplasm_o

0.020 
office_or_other_outp

0.020 
malignant_neoplasm_o

0.019 
malignant_neoplasm_o

0.017 
lvp_solution_d04128 

0.017 
chemotherapy_adminis

0.015 
computed_tomography,

0.015 
malignant_neoplasm_o

0.015 
computed_tomography,

15/50

-2.2


0.054 
pregnant_state,_inci

0.044 
blood_count;_complet

0.027 
routine_venipuncture

0.026 
ultrasound,_pregnant

0.026 
syphilis_test;_quali

0.026 
fetal_non-stress_tes

0.025 
supervision_of_other

0.024 
infectious_agent_ant

0.024 
culture,_bacterial;_

0.023 
gonadotropin,_chorio

0.021 
screening_for_malign

0.018 
glucose;_quantitativ

0.016 
normal_delivery_650 

0.014 
mother_with_single_l

0.013 
cytopathology,_cervi

4/50

-2.2


0.034 
sedimentation_rate,_

0.030 
collection_of_venous

0.028 
antinuclear_antibodi

0.027 
office_or_other_outp

0.026 
blood_count;_complet

0.019 
comprehensive_metabo

0.018 
unspecified_disorder

0.017 
nephelometry,_each_a

0.017 
antinuclear_antibodi

0.016 
thyroid_stimulating_

0.016 
fluorescent_noninfec

0.016 
rheumatoid_factor;_q

0.015 
rheumatoid_arthritis

0.014 
office_or_other_outp

0.014 
blood_count;_complet

37/50

-2.1


0.067 
unspecified_essentia

0.047 
office_or_other_outp

0.039 
collection_of_venous

0.036 
benign_essential_hyp

0.029 
office_or_other_outp

0.028 
other_and_unspecifie

0.022 
lisinopril_d00732   

0.020 
influenza_virus_vacc

0.018 
simvastatin_d00746  

0.016 
atenolol_d00004     

0.015 
electrocardiogram,_r

0.014 
lipid_panel_this_pan

0.014 
hydrochlorothiazide_

0.014 
aspirin_d00170      

0.013 
need_for_prophylacti

24/50

-2.1


0.085 
other_convulsions_78

0.047 
office_or_other_outp

0.044 
paralysis_agitans_33

0.034 
treatment_of_speech,

0.034 
office_or_other_outp

0.033 
unspecified_psychosi

0.024 
epilepsy,_unspecifie

0.019 
paranoid_type_schizo

0.018 
phenytoin;_total_c80

0.018 
borderline_personali

0.017 
dipropylacetic_acid_

0.014 
collection_of_venous

0.013 
magnetic_resonance_(

0.012 
carbamazepine;_total

0.012 
other_speech_disturb

23/50

-2.0


0.049 
other_screening_mamm

0.049 
screening_for_malign

0.039 
special_investigatio

0.037 
menopausal_or_female

0.037 
cytopathology,_cervi

0.034 
screening_mammograph

0.033 
routine_general_medi

0.026 
thyroid_stimulating_

0.022 
lump_or_mass_in_brea

0.020 
routine_venipuncture

0.017 
cholesterol,_serum_o

0.016 
office_or_other_outp

0.016 
lipoprotein,_direct_

0.016 
blood_count;_complet

0.014 
cytopathology,_smear

13/50

-2.0


0.076 
subsequent_hospital_

0.031 
cerebral_artery_occl

0.029 
allergic_rhinitis_du

0.029 
subsequent_hospital_

0.026 
abnormality_of_gait_

0.025 
professional_service

0.023 
allergic_rhinitis_du

0.017 
computed_tomography,

0.017 
intracerebral_hemorr

0.015 
acute,_but_ill-defin

0.014 
professional_service

0.014 
unspecified_essentia

0.012 
subsequent_hospital_

0.012 
cerebral_embolism,_w

0.010 
subarachnoid_hemorrh

45/50

-2.0


0.191 
radiotherapy_encount

0.086 
malignant_neoplasm_o

0.081 
radiation_treatment_

0.060 
intensity_modulated_

0.053 
radiation_treatment_

0.048 
continuing_medical_p

0.041 
radiation_treatment_

0.037 
office_or_other_outp

0.035 
therapeutic_radiolog

0.029 
stereoscopic_x-ray_g

0.021 
treatment_devices,_d

0.020 
basic_radiation_dosi

0.018 
proton_treatment_del

0.013 
computed_tomography_

0.012 
office_or_other_outp

14/50

-2.0


0.101 
asthma,_unspecified_

0.044 
albuterol_d00749    

0.042 
office_or_other_outp

0.025 
azithromycin_d00091 

0.019 
extrinsic_asthma_wit

0.019 
office_or_other_outp

0.017 
fluticasone_d04283  

0.015 
fluticasone-salmeter

0.014 
omeprazole_d00325   

0.014 
allergic_rhinitis,_c

0.013 
alprazolam_d00168   

0.013 
fluticasone_d01296  

0.013 
acetaminophen-hydroc

0.012 
prednisone_d00350   

0.012 
allergic_rhinitis_du

47/50

-2.0


0.050 
other_malignant_lymp

0.042 
lactate_dehydrogenas

0.030 
comprehensive_metabo

0.027 
subsequent_hospital_

0.025 
office_or_other_outp

0.024 
office_or_other_outp

0.024 
magnesium_c83735    

0.023 
blood_count;_complet

0.023 
blood_count;_complet

0.019 
bilirubin;_direct_c8

0.018 
blood_count;_blood_s

0.015 
collection_of_venous

0.014 
acute_myeloid_leukem

0.013 
phosphorus_inorganic

0.011 
multiple_myeloma_wit

9/50

-1.9


0.049 
infertility,_female,

0.048 
ultrasound,_transvag

0.041 
ultrasound,_pelvic_(

0.033 
other_and_unspecifie

0.031 
irregular_menstrual_

0.030 
gonadotropin,_chorio

0.029 
unspecified_symptom_

0.027 
leiomyoma_of_uterus,

0.024 
office_or_other_outp

0.024 
gonadotropin;_follic

0.022 
estradiol_c82670    

0.022 
collection_of_venous

0.021 
excessive_or_frequen

0.020 
office_or_other_outp

0.019 
handling_and/or_conv

7/50

-1.9


0.032 
blood_count;_complet

0.029 
supervision_of_other

0.021 
infectious_agent_ant

0.020 
fetal_non-stress_tes

0.019 
pregnant_state,_inci

0.019 
other_advanced_mater

0.017 
supervision_of_norma

0.016 
culture,_bacterial;_

0.016 
ultrasound,_pregnant

0.015 
multivitamin,_prenat

0.015 
ultrasound,_pregnant

0.015 
culture,_bacterial;_

0.014 
ultrasound,_pregnant

0.013 
fetal_biophysical_pr

0.013 
syphilis_test;_quali

21/50

-1.9


0.173 
unspecified_essentia

0.098 
office_or_other_outp

0.061 
office_or_other_outp

0.049 
office_or_other_outp

0.035 
other_and_unspecifie

0.033 
basic_metabolic_pane

0.031 
unspecified_problems

0.028 
collection_of_venous

0.025 
lipid_panel_this_pan

0.021 
non-covered_item_or_

0.015 
influenza_virus_vacc

0.015 
obesity,_unspecified

0.014 
lisinopril_d00732   

0.012 
hydrochlorothiazide_

0.012 
comprehensive_metabo

29/50

-1.9


0.194 
therapeutic_procedur

0.145 
manual_therapy_techn

0.042 
physical_therapy_eva

0.041 
application_of_a_mod

0.028 
self-care/home_manag

0.028 
pain_in_joint_involv

0.027 
cervicalgia_7231    

0.023 
disorders_of_bursae_

0.022 
office_or_other_outp

0.021 
therapeutic_procedur

0.017 
other_affections_of_

0.016 
therapeutic_activiti

0.015 
physical_therapy_re-

0.013 
neck_sprain_8470    

0.011 
rotator_cuff_(capsul

16/50

-1.7


0.432 
individual_psychothe

0.089 
adjustment_reaction_

0.057 
generalized_anxiety_

0.055 
prolonged_posttrauma

0.051 
anxiety_state,_unspe

0.049 
neurotic_depression_

0.046 
depressive_disorder,

0.022 
family_psychotherapy

0.022 
psychiatric_diagnost

0.021 
panic_disorder_30001

0.020 
major_depressive_dis

0.019 
major_depressive_dis

0.019 
individual_psychothe

0.014 
adjustment_reaction_

0.011 
unspecified_adjustme

22/50

-1.7


0.066 
chronic_airway_obstr

0.036 
radiologic_examinati

0.032 
culture,_bacterial;_

0.031 
other_diseases_of_lu

0.030 
office_or_other_outp

0.029 
other_dyspnea_and_re

0.024 
respiratory_flow_vol

0.020 
plethysmography,_tot

0.019 
cough_7862          

0.018 
carbon_monoxide_diff

0.017 
pneumonia,_organism_

0.016 
smear,_primary_sourc

0.015 
shortness_of_breath_

0.015 
bronchospasm_evaluat

0.014 
cystic_fibrosis_with

43/50

-1.7


0.229 
type_ii_diabetes_mel

0.103 
hemoglobin;_glycated

0.042 
diabetes_mellitus_ty

0.041 
office_or_other_outp

0.034 
unspecified_essentia

0.029 
albumin;_urine,_micr

0.028 
creatinine;_other_so

0.027 
metformin_d03807    

0.025 
type_ii_diabetes_mel

0.025 
collection_of_venous

0.024 
type_i_diabetes_mell

0.018 
other_and_unspecifie

0.015 
office_or_other_outp

0.014 
type_i_diabetes_mell

0.013 
office_or_other_outp

48/50

-1.6


0.034 
emergency_department

0.032 
emergency_department

0.030 
blood_count;_complet

0.030 
magnesium_c83735    

0.029 
phosphorus_inorganic

0.026 
hepatic_function_pan

0.024 
emergency_department

0.021 
basic_metabolic_pane

0.020 
electrocardiogram,_r

0.019 
lipase_c83690       

0.018 
drug_screen,_qualita

0.018 
electrocardiogram,_r

0.017 
glucose;_quantitativ

0.017 
electrolyte_panel_th

0.016 
urea_nitrogen;_quant

32/50

-1.6


0.068 
coronary_atheroscler

0.050 
coronary_atheroscler

0.033 
unspecified_essentia

0.023 
unspecified_chest_pa

0.019 
other_and_unspecifie

0.017 
peripheral_vascular_

0.014 
postsurgical_aortoco

0.014 
aspirin_d00170      

0.014 
pure_hypercholestero

0.014 
old_myocardial_infar

0.013 
creatine_kinase_(ck)

0.012 
electrocardiogram,_r

0.012 
thromboplastin_time,

0.012 
blood_count;_complet

0.012 
electrocardiogram,_r

41/50

-1.6


0.053 
office_or_other_outp

0.041 
office_or_other_outp

0.038 
immunization_adminis

0.035 
need_for_prophylacti

0.031 
routine_general_medi

0.030 
hepatitis_b_vaccine,

0.029 
influenza_virus_vacc

0.022 
routine_infant_or_ch

0.020 
need_for_prophylacti

0.017 
hepatitis_a_vaccine,

0.017 
collection_of_venous

0.015 
office_or_other_outp

0.014 
periodic_comprehensi

0.014 
infectious_agent_ant

0.014 
immunization_adminis

46/50

-1.6


0.050 
pain_in_joint_involv

0.042 
office_or_other_outp

0.029 
pain_in_limb_7295   

0.024 
osteoarthrosis,_unsp

0.018 
pain_in_joint_involv

0.016 
pain_in_joint_involv

0.013 
osteoarthrosis,_unsp

0.013 
office_or_other_outp

0.012 
unspecified_internal

0.012 
radiologic_examinati

0.012 
radiologic_examinati

0.012 
office_or_other_outp

0.011 
blood_count;_complet

0.011 
radiologic_examinati

0.011 
radiologic_examinati

34/50

-1.5


0.083 
backache,_unspecifie

0.067 
lumbago_7242        

0.051 
office_or_other_outp

0.037 
office_or_other_outp

0.030 
displacement_of_lumb

0.027 
cervicalgia_7231    

0.026 
acetaminophen-oxycod

0.025 
degeneration_of_lumb

0.022 
lumbosacral_spondylo

0.016 
mylagia_and_myositis

0.016 
thoracic_or_lumbosac

0.015 
pain_in_limb_7295   

0.014 
magnetic_resonance_(

0.014 
spinal_stenosis_of_l

0.013 
sciatia_7243        

33/50

-1.5


0.041 
hepatitis,_unspecifi

0.039 
infectious_agent_ant

0.038 
chronic_hepatitis_c_

0.036 
hepatic_function_pan

0.035 
human_immunodeficien

0.032 
collection_of_venous

0.031 
blood_count;_complet

0.029 
office_or_other_outp

0.025 
cirrhosis_of_liver_w

0.025 
comprehensive_metabo

0.022 
prothrombin_time_c85

0.020 
acute_or_unspecified

0.020 
unlisted_chemistry_p

0.020 
hepatitis_b_surface_

0.019 
hepatitis_c_antibody

42/50

-1.5


0.059 
culture,_bacterial;_

0.039 
urinary_tract_infect

0.029 
susceptibility_studi

0.029 
calculus_of_kidney_5

0.029 
urinalysis,_by_dip_s

0.025 
office_or_other_outp

0.024 
urinalysis,_by_dip_s

0.023 
blood_count;_complet

0.022 
hematuria_5997      

0.018 
urinalysis,_by_dip_s

0.015 
creatinine;_blood_c8

0.014 
electrocardiogram,_r

0.014 
abdominal_pain,_unsp

0.014 
urea_nitrogen;_quant

0.012 
computed_tomography,

26/50

-1.4


0.219 
malignant_neoplasm_o

0.033 
personal_history_of_

0.033 
office_or_other_outp

0.031 
office_or_other_outp

0.027 
radiation_treatment_

0.023 
office_or_other_outp

0.021 
comprehensive_metabo

0.019 
secondary_malignant_

0.016 
carcinoma_in_situ_of

0.014 
blood_count;_complet

0.013 
blood_count;_complet

0.013 
lump_or_mass_in_brea

0.013 
radiation_treatment_

0.011 
carcinoembryonic_ant

0.011 
immunoassay_for_tumo

49/50

-1.4


0.187 
office_or_other_outp

0.077 
office_or_other_outp

0.047 
office_or_other_outp

0.032 
office_or_other_outp

0.019 
acute_pharyngitis_46

0.018 
acute_upper_respirat

0.018 
routine_venipuncture

0.017 
backache,_unspecifie

0.017 
routine_general_medi

0.016 
culture,_presumptive

0.012 
cough_7862          

0.010 
collection_of_venous

0.010 
office_or_other_outp

0.010 
acute_bronchitis_466

0.010 
pain_in_limb_7295   

27/50

-1.3


0.049 
routine_general_medi

0.038 
screening_for_malign

0.038 
office_or_other_outp

0.031 
collection_of_venous

0.029 
periodic_comprehensi

0.027 
office_or_other_outp

0.025 
thyroid_stimulating_

0.024 
handling_and/or_conv

0.021 
cytopathology,_cervi

0.021 
lipid_panel_this_pan

0.020 
blood_count;_complet

0.019 
other_acne_7061     

0.019 
routine_gynelogical_

0.016 
other_malaise_and_fa

0.015 
infectious_agent_det

10/50

-1.3


0.080 
office_or_other_outp

0.044 
level_c88305        

0.042 
office_or_other_outp

0.036 
contact_dermatitis_a

0.036 
benign_neoplasm_of_s

0.033 
destruction_(eg,_las

0.030 
actinic_keratosis_70

0.028 
other_seborrheic_ker

0.027 
benign_neoplasm_of_s

0.024 
other_dyschromia_709

0.020 
destruction_(eg,_las

0.020 
office_or_other_outp

0.019 
biopsy_of_skin,_subc

0.018 
other_chronic_dermat

0.015 
viral_warts,_unspeci

30/50

-1.2


0.109 
group_psychotherapy_

0.057 
other_and_unspecifie

0.053 
drug_screen,_qualita

0.035 
opioid_type_dependen

0.034 
office_or_other_outp

0.031 
psychiatric_diagnost

0.029 
depressive_disorder,

0.028 
unspecified_drug_dep

0.026 
major_depressive_dis

0.024 
subsequent_hospital_

0.021 
unspecified_affectiv

0.018 
major_depressive_dis

0.017 
anxiety_state,_unspe

0.016 
electroconvulsive_th

0.013 
subsequent_hospital_

18/50

-1.1


0.100 
other_and_unspecifie

0.043 
lipid_panel_this_pan

0.040 
routine_venipuncture

0.038 
cholesterol,_serum_o

0.037 
blood_count;_complet

0.036 
lipoprotein,_direct_

0.035 
transferase;_asparta

0.033 
triglycerides_c84478

0.029 
office_or_other_outp

0.025 
pure_hypercholestero

0.025 
glucose;_quantitativ

0.023 
prostate_specific_an

0.021 
transferase;_alanine

0.019 
thyroid_stimulating_

0.017 
creatine_kinase_(ck)

36/50

-1.0


0.343 
major_depressive_dis

0.267 
pharmacologic_manage

0.063 
individual_psychothe

0.037 
panic_disorder_30001

0.034 
attention_deficit_di

0.030 
anxiety_state,_unspe

0.024 
psychiatric_diagnost

0.023 
agoraphobia_with_pan

0.022 
major_depressive_dis

0.017 
individual_psychothe

0.016 
attention_deficit_di

0.013 
individual_psychothe

0.011 
unspecified_affectiv

0.008 
depressive_disorder,

0.008 
major_depressive_dis

8/50

-0.9


0.073 
office_or_other_outp

0.052 
other_specified_dise

0.045 
office_or_other_outp

0.036 
cellulitis_and_absce

0.033 
pain_in_limb_7295   

0.030 
office_or_other_outp

0.028 
ingrowing_nail_7030 

0.024 
trimming_of_dystroph

0.024 
culture,_bacterial;_

0.021 
edema_7823          

0.020 
susceptibility_studi

0.020 
corns_and_callositie

0.018 
venous_(peripheral)_

0.017 
ulcer_of_lower_limb,

0.016 
peripheral_vascular_

17/50

-0.8


0.130 
unspecified_hypothyr

0.128 
thyroid_stimulating_

0.059 
levothyroxine_d00278

0.051 
thyroxine;_total_c84

0.038 
collection_of_venous

0.036 
triiodothyronine_t3;

0.035 
thyroxine;_free_c844

0.027 
thyroid_hormone_(t3_

0.020 
routine_venipuncture

0.018 
office_or_other_outp

0.018 
thyrotoxicosis_witho

0.017 
office_or_other_outp

0.017 
nontoxic_uninodular_

0.017 
malignant_neoplasm_o

0.012 
ultrasound,_soft_tis

31/50

-0.5


0.051 
chronic_renal_failur

0.026 
renal_failure,_unspe

0.024 
complications_of_tra

0.024 
blood_count;_complet

0.020 
renal_function_panel

0.019 
phosphorus_inorganic

0.019 
tacrolimus_c80197   

0.018 
cyclosporine_c80158 

0.017 
liver_replaced_by_tr

0.017 
kidney_replaced_by_t

0.016 
encounter_for_long-t

0.015 
hemodialysis_procedu

0.015 
blood_count;_complet

0.014 
end_stage_renal_dise

0.014 
complications_of_tra

11/50

-0.3


0.099 
obesity,_unspecified

0.037 
morbid_obesity_27801

0.031 
other_and_unspecifie

0.030 
office_or_other_outp

0.021 
iron_binding_capacit

0.021 
ferritin_c82728     

0.021 
cyanocobalamin_(vita

0.020 
blood_count;_complet

0.018 
thyroid_stimulating_

0.017 
medical_nutrition_th

0.017 
hemoglobin;_glycated

0.016 
folic_acid;_serum_c8

0.016 
abnormal_weight_gain

0.016 
prothrombin_time_c85

0.015 
lipid_panel_this_pan

3/50

-0.2


0.170 
pharmacologic_manage

0.099 
obsessive-compulsive

0.080 
bipolar_affective_di

0.067 
individual_psychothe

0.055 
unspecified_affectiv

0.052 
bipolar_affective_di

0.043 
bipolar_affective_di

0.042 
bipolar_affective_di

0.039 
schizo-affective_typ

0.025 
lithium_c80178      

0.020 
social_phobia_30023 

0.016 
anorexia_nervosa_307

0.016 
dipropylacetic_acid_

0.015 
individual_psychothe

0.012 
eating_disorder,_uns