LEGEND_NAME = Gibbs_LDA

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = fluoxetine

amitriptylinebupropioncitalopram
duloxetineescitalopramfluoxetine
mirtazapinenortriptylineparoxetine
sertralinevenlafaxine

FRAC_LABELS = 1

1

N_STATES = 25.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/psych_traj_20170727/20170930-mod_name=slda__np-frac_labels=1.000-n_states=025-alpha=0.0100-tau=0.0100-lambda_w=0.001-init_name=rand_smooth_background-alg_name=mallet_gibbs_sampler-n_batches=1/5/lap0001450.000_topic_model_snapshot

18/25

-3.4


0.069 
radiotherapy_encount

0.038 
blood_count;_complet

0.037 
office_or_other_outp

0.034 
comprehensive_metabo

0.030 
intensity_modulated_

0.030 
encounter_for_antine

0.028 
malignant_neoplasm_o

0.026 
chemotherapy_adminis

0.019 
magnesium_c83735    

0.017 
radiation_treatment_

0.017 
office_or_other_outp

0.014 
continuing_medical_p

0.014 
office_or_other_outp

0.014 
secondary_malignant_

0.014 
office_or_other_outp

16/25

-2.4


0.075 
subsequent_hospital_

0.036 
subsequent_hospital_

0.032 
radiologic_examinati

0.029 
subsequent_hospital_

0.017 
unspecified_pleural_

0.016 
critical_care,_evalu

0.013 
culture,_bacterial;_

0.013 
culture,_bacterial;_

0.012 
pulmonary_collapse_5

0.010 
susceptibility_studi

0.009 
pneumonia,_organism_

0.009 
encounter_for_fittin

0.009 
encounter_for_fittin

0.008 
culture,_bacterial;_

0.008 
pulmonary_congestion

12/25

-2.3


0.034 
other_convulsions_78

0.022 
malignant_neoplasm_o

0.022 
magnetic_resonance_(

0.019 
office_or_other_outp

0.016 
office_or_other_outp

0.016 
paralysis_agitans_33

0.015 
multiple_sclerosis_3

0.015 
malignant_neoplasm_o

0.014 
cerebral_artery_occl

0.013 
computed_tomography,

0.013 
treatment_of_speech,

0.013 
headache_7840       

0.013 
phenytoin;_total_c80

0.012 
office_or_other_outp

0.012 
abnormality_of_gait_

19/25

-2.2


0.039 
coronary_atheroscler

0.029 
coronary_atheroscler

0.024 
congestive_heart_fai

0.020 
unspecified_essentia

0.019 
unspecified_chest_pa

0.015 
electrocardiogram,_r

0.014 
electrocardiogram,_r

0.014 
electrocardiogram,_r

0.012 
aspirin_d00170      

0.012 
other_and_unspecifie

0.011 
creatine_kinase_(ck)

0.011 
metoprolol_d00134   

0.011 
doppler_echocardiogr

0.011 
doppler_echocardiogr

0.011 
thromboplastin_time,

13/25

-2.1


0.039 
other_malignant_lymp

0.036 
lactate_dehydrogenas

0.029 
comprehensive_metabo

0.027 
office_or_other_outp

0.025 
blood_count;_complet

0.023 
blood_count;_complet

0.021 
office_or_other_outp

0.021 
magnesium_c83735    

0.020 
subsequent_hospital_

0.020 
human_immunodeficien

0.017 
blood_count;_blood_s

0.016 
bilirubin;_direct_c8

0.015 
collection_of_venous

0.012 
phosphorus_inorganic

0.011 
acute_myeloid_leukem

23/25

-2.0


0.116 
thyroid_stimulating_

0.107 
unspecified_hypothyr

0.049 
levothyroxine_d00278

0.042 
thyroxine;_total_c84

0.040 
collection_of_venous

0.029 
thyroxine;_free_c844

0.029 
triiodothyronine_t3;

0.024 
office_or_other_outp

0.022 
thyroid_hormone_(t3_

0.020 
routine_venipuncture

0.016 
office_or_other_outp

0.015 
office_or_other_outp

0.015 
nontoxic_uninodular_

0.015 
thyrotoxicosis_witho

0.014 
prolactin_c84146    

8/25

-1.9


0.160 
malignant_neoplasm_o

0.046 
radiation_treatment_

0.033 
office_or_other_outp

0.032 
office_or_other_outp

0.024 
personal_history_of_

0.024 
office_or_other_outp

0.020 
comprehensive_metabo

0.018 
blood_count;_complet

0.017 
chemotherapy_encount

0.014 
radiation_treatment_

0.014 
chemotherapy_adminis

0.014 
secondary_malignant_

0.012 
blood_count;_complet

0.012 
routine_venipuncture

0.012 
continuing_medical_p

4/25

-1.8


0.120 
pharmacologic_manage

0.070 
group_psychotherapy_

0.046 
unspecified_affectiv

0.045 
bipolar_affective_di

0.034 
individual_psychothe

0.030 
bipolar_affective_di

0.025 
major_depressive_dis

0.024 
bipolar_affective_di

0.024 
bipolar_affective_di

0.024 
other_and_unspecifie

0.022 
schizo-affective_typ

0.021 
psychiatric_diagnost

0.019 
office_or_other_outp

0.016 
unspecified_psychosi

0.015 
borderline_personali

11/25

-1.8


0.083 
office_or_other_outp

0.045 
office_or_other_outp

0.026 
routine_general_medi

0.025 
office_or_other_outp

0.015 
collection_of_venous

0.015 
office_or_other_outp

0.013 
influenza_virus_vacc

0.011 
immunization_adminis

0.011 
lipid_panel_this_pan

0.010 
acute_pharyngitis_46

0.010 
other_acne_7061     

0.010 
azithromycin_d00091 

0.010 
periodic_comprehensi

0.009 
acute_upper_respirat

0.009 
contact_dermatitis_a

6/25

-1.8


0.097 
unspecified_essentia

0.056 
other_and_unspecifie

0.042 
office_or_other_outp

0.031 
lipid_panel_this_pan

0.031 
office_or_other_outp

0.024 
collection_of_venous

0.021 
office_or_other_outp

0.017 
basic_metabolic_pane

0.016 
influenza_virus_vacc

0.015 
blood_count;_complet

0.014 
prostate_specific_an

0.013 
pure_hypercholestero

0.013 
benign_essential_hyp

0.012 
routine_general_medi

0.012 
comprehensive_metabo

17/25

-1.7


0.035 
malignant_neoplasm_o

0.023 
office_or_other_outp

0.021 
allergic_rhinitis_du

0.018 
allergic_rhinitis_du

0.018 
comprehensive_metabo

0.018 
blood_count;_complet

0.017 
malignant_neoplasm_o

0.016 
office_or_other_outp

0.016 
malignant_neoplasm_o

0.015 
malignant_neoplasm_o

0.015 
professional_service

0.015 
computed_tomography,

0.014 
blood_count;_complet

0.014 
computed_tomography,

0.014 
office_or_other_outp

0/25

-1.7


0.068 
asthma,_unspecified_

0.047 
chronic_airway_obstr

0.032 
office_or_other_outp

0.029 
radiologic_examinati

0.029 
albuterol_d00749    

0.024 
culture,_bacterial;_

0.022 
other_dyspnea_and_re

0.021 
cough_7862          

0.020 
office_or_other_outp

0.020 
other_diseases_of_lu

0.016 
respiratory_flow_vol

0.015 
bronchospasm_evaluat

0.014 
fluticasone-salmeter

0.014 
plethysmography,_tot

0.013 
shortness_of_breath_

7/25

-1.7


0.064 
therapeutic_procedur

0.046 
manual_therapy_techn

0.043 
office_or_other_outp

0.024 
backache,_unspecifie

0.023 
lumbago_7242        

0.019 
pain_in_limb_7295   

0.018 
cervicalgia_7231    

0.016 
physical_therapy_eva

0.016 
pain_in_joint_involv

0.014 
office_or_other_outp

0.013 
application_of_a_mod

0.011 
displacement_of_lumb

0.010 
pain_in_joint_involv

0.010 
office_or_other_outp

0.009 
pain_in_joint_involv

2/25

-1.7


0.155 
prothrombin_time_c85

0.124 
analysis_of_clinical

0.094 
atrial_fibrillation_

0.084 
encounter_for_long-t

0.068 
routine_venipuncture

0.046 
hemorrhagic_disorder

0.032 
collection_of_venous

0.026 
acute,_but_ill-defin

0.020 
aortic_valve_disorde

0.017 
warfarin_d00022     

0.015 
cardiac_pacemaker_in

0.013 
embolism_and_thrombo

0.011 
sinoatrial_node_dysf

0.010 
other_pulmonary_embo

0.010 
thromboplastin_time,

15/25

-1.7


0.148 
type_ii_diabetes_mel

0.069 
hemoglobin;_glycated

0.066 
unspecified_essentia

0.041 
office_or_other_outp

0.028 
other_and_unspecifie

0.027 
diabetes_mellitus_ty

0.024 
office_or_other_outp

0.023 
office_or_other_outp

0.020 
obesity,_unspecified

0.020 
albumin;_urine,_micr

0.019 
creatinine;_other_so

0.019 
collection_of_venous

0.018 
metformin_d03807    

0.016 
type_ii_diabetes_mel

0.015 
type_i_diabetes_mell

14/25

-1.6


0.033 
office_or_other_outp

0.023 
sedimentation_rate,_

0.018 
blood_count;_complet

0.018 
collection_of_venous

0.016 
cyanocobalamin_(vita

0.015 
comprehensive_metabo

0.015 
iron_binding_capacit

0.014 
blood_count;_complet

0.014 
ferritin_c82728     

0.012 
antinuclear_antibodi

0.011 
rheumatoid_arthritis

0.011 
morbid_obesity_27801

0.011 
thyroid_stimulating_

0.011 
obesity,_unspecified

0.010 
c-reactive_protein_c

22/25

-1.6


0.039 
other_screening_mamm

0.036 
screening_for_malign

0.022 
routine_general_medi

0.022 
thyroid_stimulating_

0.020 
screening_mammograph

0.020 
menopausal_or_female

0.020 
office_or_other_outp

0.020 
cytopathology,_cervi

0.019 
office_or_other_outp

0.018 
screening_mammograph

0.017 
special_investigatio

0.017 
blood_count;_complet

0.014 
periodic_comprehensi

0.014 
lump_or_mass_in_brea

0.013 
level_c88305        

1/25

-1.6


0.029 
emergency_department

0.029 
drug_screen,_qualita

0.025 
emergency_department

0.025 
blood_count;_complet

0.023 
magnesium_c83735    

0.022 
hepatic_function_pan

0.021 
phosphorus_inorganic

0.020 
emergency_department

0.017 
basic_metabolic_pane

0.016 
lipase_c83690       

0.014 
electrocardiogram,_r

0.013 
prothrombin_time_c85

0.013 
amylase_c82150      

0.013 
electrolyte_panel_th

0.013 
urinalysis,_by_dip_s

24/25

-1.5


0.033 
chronic_renal_failur

0.027 
blood_count;_complet

0.021 
chronic_hepatitis_c_

0.018 
hepatic_function_pan

0.017 
collection_of_venous

0.017 
prothrombin_time_c85

0.016 
infectious_agent_ant

0.016 
cirrhosis_of_liver_w

0.016 
office_or_other_outp

0.016 
complications_of_tra

0.015 
phosphorus_inorganic

0.015 
renal_failure,_unspe

0.015 
blood_count;_complet

0.014 
hepatitis,_unspecifi

0.013 
renal_function_panel

3/25

-1.3


0.222 
individual_psychothe

0.162 
major_depressive_dis

0.113 
pharmacologic_manage

0.043 
adjustment_reaction_

0.039 
anxiety_state,_unspe

0.032 
obsessive-compulsive

0.031 
generalized_anxiety_

0.029 
individual_psychothe

0.029 
depressive_disorder,

0.028 
panic_disorder_30001

0.027 
prolonged_posttrauma

0.026 
neurotic_depression_

0.022 
psychiatric_diagnost

0.020 
major_depressive_dis

0.014 
individual_psychothe

9/25

-1.3


0.054 
urea_nitrogen;_quant

0.051 
blood_count;_complet

0.050 
potassium;_serum_c84

0.049 
routine_venipuncture

0.048 
creatinine;_blood_c8

0.047 
chloride;_blood_c824

0.047 
sodium;_serum_c84295

0.047 
glucose;_quantitativ

0.046 
carbon_dioxide_(bica

0.041 
transferase;_asparta

0.037 
phosphatase,_alkalin

0.032 
albumin;_serum_c8204

0.029 
calcium;_total_c8231

0.027 
transferase;_alanine

0.018 
bilirubin;_total_and

10/25

-1.2


0.132 
office_or_other_outp

0.054 
routine_venipuncture

0.052 
office_or_other_outp

0.038 
office_or_other_outp

0.025 
backache,_unspecifie

0.017 
cholesterol,_serum_o

0.017 
office_or_other_outp

0.015 
glucose;_quantitativ

0.015 
lipoprotein,_direct_

0.014 
obesity,_unspecified

0.013 
hemogram,_automated_

0.012 
thyroid_stimulating_

0.012 
depressive_disorder,

0.011 
unspecified_essentia

0.011 
routine_general_medi

5/25

-1.1


0.035 
pregnant_state,_inci

0.033 
blood_count;_complet

0.025 
supervision_of_other

0.021 
other_psoriasis_and_

0.021 
fetal_non-stress_tes

0.021 
infectious_agent_ant

0.020 
infertility,_female,

0.018 
gonadotropin,_chorio

0.017 
syphilis_test;_quali

0.017 
culture,_bacterial;_

0.014 
ultrasound,_pregnant

0.013 
collection_of_venous

0.012 
normal_delivery_650 

0.012 
screening_for_malign

0.012 
other_advanced_mater

20/25

-1.1


0.064 
office_or_other_outp

0.037 
infectious_agent_det

0.036 
infectious_agent_det

0.034 
culture,_bacterial;_

0.026 
screening_for_malign

0.021 
encounter_for_unspec

0.020 
vaginitis_and_vulvov

0.019 
office_or_other_outp

0.017 
routine_general_medi

0.017 
culture,_bacterial;_

0.017 
office_or_other_outp

0.016 
cytopathology,_cervi

0.016 
collection_of_venous

0.015 
smear,_primary_sourc

0.015 
gonadotropin,_chorio

21/25

-1.0


0.042 
office_or_other_outp

0.037 
office_or_other_outp

0.033 
office_or_other_outp

0.025 
culture,_bacterial;_

0.024 
abdominal_pain,_unsp

0.023 
unspecified_problems

0.019 
collection_of_venous

0.016 
urinalysis,_by_dip_s

0.015 
urinary_tract_infect

0.015 
esophageal_reflux_53

0.014 
blood_count;_complet

0.014 
abdominal_pain,_gene

0.013 
hepatic_function_pan

0.013 
non-covered_item_or_

0.013 
basic_metabolic_pane