LEGEND_NAME = ourBP_sLDA

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = duloxetine

amitriptylinebupropioncitalopram
duloxetineescitalopramfluoxetine
mirtazapinenortriptylineparoxetine
sertralinevenlafaxine

FRAC_LABELS = 1

1

N_STATES = 10.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/psych_traj_20170727/20171012bpfrbest-mod_name=slda__tf-frac_labels=1.000-n_states=010-alpha=1.0100-tau=1.0100-lambda_w=000.001-init_name=bestauc_gibbs_K010_f1.000-weight_x=0.0-weight_y=0001.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=20/1/lap0000005.000_topic_model_snapshot

4/10

-7.6


0.845 
noninvasive_ear_or_p

0.759 
collection_of_venous

0.735 
prothrombin_time_c85

0.722 
cholesterol,_serum_o

0.670 
rash_and_other_nonsp

0.633 
hospital_discharge_d

0.599 
cytopathology,_smear

0.593 
routine_venipuncture

0.590 
treatment_of_speech,

0.580 
blood,_occult,_by_pe

0.559 
other_screening_mamm

0.558 
other_and_unspecifie

0.557 
other_specified_form

0.552 
multiple_sclerosis_3

0.545 
malignant_neoplasm_o

3/10

-7.4


0.827 
antibody;_hiv-1_and_

0.810 
myocardial_perfusion

0.728 
ultrasound,_abdomina

0.719 
iron_binding_capacit

0.715 
initial_observation_

0.707 
fluorescent_noninfec

0.687 
glucose,_blood_by_gl

0.651 
convulsions_7803    

0.637 
hypopotassemia_2768 

0.631 
electrolyte_panel_th

0.612 
triglycerides_c84478

0.600 
palpitations_7851   

0.594 
radiologic_examinati

0.589 
health_examination_o

0.585 
other_specified_diso

6/10

-6.8


0.998 
other_suspected_mate

0.885 
ibuprofen_d00015    

0.855 
culture,_bacterial;_

0.795 
screening_for_malign

0.752 
routine_general_medi

0.734 
syphilis_test;_quali

0.677 
preoperative_examina

0.649 
dizziness_and_giddin

0.637 
troponin,_qualitativ

0.632 
acute_sinusitis,_uns

0.617 
creatine_kinase_(ck)

0.609 
manual_therapy_techn

0.591 
aspirin_d00170      

0.584 
abdominal_pain,_gene

0.580 
self-care/home_manag

2/10

-4.2


0.892 
lipid_panel_this_pan

0.855 
citric_acid-sodium_c

0.802 
cough_7862          

0.802 
hepatitis_b_surface_

0.775 
potassium;_serum_c84

0.731 
immunization_adminis

0.705 
level_v_-_surgical_p

0.696 
cefazolin_d00007    

0.671 
lipoprotein,_direct_

0.638 
other_specified_pers

0.636 
screening_mammograph

0.630 
basic_metabolic_pane

0.602 
alpha-fetoprotein;_s

0.566 
malignant_melanoma_o

0.544 
fluticasone_d04283  

0/10

-3.5


0.899 
blood_count;_complet

0.898 
malignant_neoplasm_o

0.700 
blood_count;_complet

0.672 
initial_hospital_car

0.665 
radiotherapy_encount

0.632 
radiation_treatment_

0.595 
radiologic_examinati

0.594 
periodic_comprehensi

0.592 
chemotherapy_encount

0.590 
chemotherapy_adminis

0.581 
office_or_other_outp

0.563 
other_malignant_lymp

0.556 
human_immunodeficien

0.551 
hospital_discharge_d

0.496 
secondary_malignant_

1/10

-2.9


0.955 
thyroid_stimulating_

0.928 
preoperative_cardiov

0.910 
pharmacologic_manage

0.893 
emergency_department

0.891 
depressive_disorder,

0.847 
major_depressive_dis

0.836 
office_or_other_outp

0.790 
emergency_department

0.784 
emergency_department

0.783 
individual_psychothe

0.745 
at_least_one_prescri

0.691 
other_and_unspecifie

0.683 
group_psychotherapy_

0.675 
documentation_that_p

0.651 
individual_psychothe

9/10

-2.9


0.808 
physical_therapy_eva

0.732 
encounter_for_long-t

0.725 
office_or_other_outp

0.719 
glucose;_quantitativ

0.698 
disorder_of_bone_and

0.686 
computed_tomography,

0.675 
urinalysis,_by_dip_s

0.670 
blood_count;_blood_s

0.639 
encounter_for_antine

0.596 
lumbosacral_spondylo

0.589 
troponin,_quantitati

0.585 
chemotherapy_adminis

0.583 
intensity_modulated_

0.568 
malignant_neoplasm_o

0.548 
comprehensive_metabo

5/10

-2.5


0.817 
urea_nitrogen;_quant

0.688 
fluoxetine_d00236   

0.649 
risperidone_d03180  

0.605 
periodic_comprehensi

0.601 
aripiprazole_d04825 

0.592 
encounter_for_other_

0.569 
uric_acid;_blood_c84

0.569 
calcifediol_(25-oh_v

0.566 
psychotherapy,_45_mi

0.559 
lidocaine_d00059    

0.557 
mupirocin_topical_d0

0.538 
computer-aided_detec

0.535 
screening_vaginal/ce

0.530 
carbidopa-levodopa_d

0.522 
tobacco_use_disorder

8/10

-1.0


0.814 
thromboplastin_time,

0.794 
phytonadione_d03135 

0.790 
hepatic_function_pan

0.781 
phosphatase,_alkalin

0.771 
carbon_dioxide_(bica

0.719 
doppler_echocardiogr

0.684 
level_c88305        

0.608 
pain_in_joint_involv

0.598 
acute,_but_ill-defin

0.598 
influenza_virus_vacc

0.579 
atrial_fibrillation_

0.573 
glycerin-witch_hazel

0.566 
lipase_c83690       

0.546 
ulcer_of_lower_limb,

0.540 
backache,_unspecifie

7/10

-0.1


0.779 
headache_7840       

0.752 
bilirubin;_total_c82

0.746 
gabapentin_d03182   

0.740 
nortriptyline_c80182

0.728 
screening_mammograph

0.704 
migraine,_unspecifie

0.684 
mylagia_and_myositis

0.676 
citalopram_d04332   

0.666 
pregabalin_d05508   

0.637 
bilirubin;_total_and

0.633 
cyanocobalamin_(vita

0.616 
thyroxine;_free_c844

0.599 
rheumatoid_factor;_q

0.573 
sedimentation_rate,_

0.571 
menopausal_or_female