LEGEND_NAME = Gibbs_LDA

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = bupropion

amitriptylinebupropioncitalopram
duloxetineescitalopramfluoxetine
mirtazapinenortriptylineparoxetine
sertralinevenlafaxine

FRAC_LABELS = 1

1

N_STATES = 10.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/psych_traj_20170727/20170930-mod_name=slda__np-frac_labels=1.000-n_states=010-alpha=0.0100-tau=0.0100-lambda_w=0.001-init_name=rand_smooth_background-alg_name=mallet_gibbs_sampler-n_batches=1/3/lap0001250.000_topic_model_snapshot

7/10

-2.3


0.034 
subsequent_hospital_

0.017 
subsequent_hospital_

0.016 
subsequent_hospital_

0.015 
blood_count;_complet

0.015 
radiologic_examinati

0.014 
magnesium_c83735    

0.013 
phosphorus_inorganic

0.011 
hepatic_function_pan

0.010 
basic_metabolic_pane

0.009 
culture,_bacterial;_

0.008 
prothrombin_time_c85

0.008 
culture,_bacterial;_

0.008 
emergency_department

0.008 
thromboplastin_time,

0.008 
electrolyte_panel_th

0/10

-2.2


0.046 
blood_count;_complet

0.042 
urea_nitrogen;_quant

0.041 
routine_venipuncture

0.037 
creatinine;_blood_c8

0.036 
glucose;_quantitativ

0.035 
potassium;_serum_c84

0.034 
chloride;_blood_c824

0.034 
sodium;_serum_c84295

0.033 
carbon_dioxide_(bica

0.031 
transferase;_asparta

0.028 
phosphatase,_alkalin

0.025 
albumin;_serum_c8204

0.023 
calcium;_total_c8231

0.020 
transferase;_alanine

0.013 
bilirubin;_total_and

8/10

-2.1


0.095 
office_or_other_outp

0.036 
office_or_other_outp

0.028 
routine_venipuncture

0.026 
office_or_other_outp

0.019 
office_or_other_outp

0.016 
backache,_unspecifie

0.014 
asthma,_unspecified_

0.013 
routine_general_medi

0.011 
glucose;_quantitativ

0.010 
thyroid_stimulating_

0.010 
cholesterol,_serum_o

0.009 
blood_count;_complet

0.009 
urinalysis,_by_dip_s

0.008 
acute_upper_respirat

0.008 
culture,_bacterial;_

1/10

-2.1


0.039 
malignant_neoplasm_o

0.029 
office_or_other_outp

0.028 
comprehensive_metabo

0.025 
radiotherapy_encount

0.025 
blood_count;_complet

0.022 
office_or_other_outp

0.019 
office_or_other_outp

0.015 
radiation_treatment_

0.015 
lactate_dehydrogenas

0.014 
blood_count;_complet

0.013 
magnesium_c83735    

0.012 
other_malignant_lymp

0.012 
encounter_for_antine

0.011 
intensity_modulated_

0.011 
malignant_neoplasm_o

2/10

-2.0


0.047 
prothrombin_time_c85

0.030 
analysis_of_clinical

0.025 
atrial_fibrillation_

0.023 
coronary_atheroscler

0.020 
encounter_for_long-t

0.018 
routine_venipuncture

0.017 
coronary_atheroscler

0.016 
congestive_heart_fai

0.014 
unspecified_essentia

0.011 
office_or_other_outp

0.011 
collection_of_venous

0.011 
chronic_airway_obstr

0.011 
hemorrhagic_disorder

0.011 
unspecified_chest_pa

0.010 
electrocardiogram,_r

6/10

-2.0


0.040 
office_or_other_outp

0.021 
office_or_other_outp

0.020 
infectious_agent_det

0.020 
infectious_agent_det

0.019 
blood_count;_complet

0.017 
culture,_bacterial;_

0.016 
collection_of_venous

0.015 
culture,_bacterial;_

0.015 
screening_for_malign

0.014 
pregnant_state,_inci

0.014 
gonadotropin,_chorio

0.013 
infectious_agent_ant

0.012 
office_or_other_outp

0.011 
urine_pregnancy_test

0.010 
encounter_for_unspec

5/10

-1.7


0.040 
office_or_other_outp

0.040 
therapeutic_procedur

0.028 
manual_therapy_techn

0.020 
office_or_other_outp

0.016 
backache,_unspecifie

0.016 
lumbago_7242        

0.013 
pain_in_limb_7295   

0.011 
cervicalgia_7231    

0.011 
pain_in_joint_involv

0.010 
office_or_other_outp

0.010 
physical_therapy_eva

0.010 
acetaminophen-oxycod

0.008 
application_of_a_mod

0.007 
pain_in_joint_involv

0.007 
displacement_of_lumb

9/10

-1.7


0.029 
office_or_other_outp

0.028 
thyroid_stimulating_

0.028 
office_or_other_outp

0.021 
collection_of_venous

0.016 
other_screening_mamm

0.015 
blood_count;_complet

0.015 
routine_general_medi

0.015 
screening_for_malign

0.013 
lipid_panel_this_pan

0.013 
unspecified_hypothyr

0.012 
office_or_other_outp

0.011 
level_c88305        

0.010 
comprehensive_metabo

0.009 
screening_mammograph

0.008 
periodic_comprehensi

3/10

-1.5


0.077 
unspecified_essentia

0.047 
type_ii_diabetes_mel

0.042 
office_or_other_outp

0.038 
other_and_unspecifie

0.029 
office_or_other_outp

0.026 
office_or_other_outp

0.025 
hemoglobin;_glycated

0.020 
lipid_panel_this_pan

0.019 
collection_of_venous

0.016 
obesity,_unspecified

0.015 
basic_metabolic_pane

0.011 
blood_count;_complet

0.011 
influenza_virus_vacc

0.010 
comprehensive_metabo

0.010 
pure_hypercholestero

4/10

-1.0


0.141 
individual_psychothe

0.106 
pharmacologic_manage

0.103 
major_depressive_dis

0.027 
anxiety_state,_unspe

0.024 
group_psychotherapy_

0.024 
adjustment_reaction_

0.022 
psychiatric_diagnost

0.022 
depressive_disorder,

0.019 
unspecified_affectiv

0.019 
obsessive-compulsive

0.019 
prolonged_posttrauma

0.018 
generalized_anxiety_

0.018 
individual_psychothe

0.016 
panic_disorder_30001

0.015 
neurotic_depression_