LEGEND_NAME = PC_sLDA

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = amitriptyline

amitriptylinebupropioncitalopram
duloxetineescitalopramfluoxetine
mirtazapinenortriptylineparoxetine
sertralinevenlafaxine

FRAC_LABELS = 1

1

N_STATES = 10.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/psych_traj_20170727/20171011frombest-mod_name=slda__tf-frac_labels=1.000-n_states=010-alpha=1.1000-tau=1.0100-lambda_w=000.001-init_name=bestauc_gibbs_K010_f1.000-weight_x=1.0-weight_y=1000.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=20/1/lap0000008.000_topic_model_snapshot

1/10

-5.0


1.000 
pharmacologic_manage

1.000 
individual_psychothe

1.000 
group_psychotherapy_

1.000 
major_depressive_dis

1.000 
bipolar_affective_di

1.000 
obsessive-compulsive

1.000 
bipolar_affective_di

1.000 
bipolar_affective_di

1.000 
schizo-affective_typ

1.000 
bipolar_affective_di

1.000 
borderline_personali

1.000 
agoraphobia_with_pan

0.999 
attention_deficit_di

0.999 
electroconvulsive_th

0.999 
social_phobia_30023 

5/10

-4.6


0.999 
professional_service

0.999 
professional_service

0.998 
allergic_rhinitis_du

0.996 
allergic_rhinitis_du

0.986 
computer-aided_detec

0.986 
methimazole_d00290  

0.984 
prostate_cancer_scre

0.984 
need_for_prophylacti

0.983 
need_for_prophylacti

0.981 
laboratory_examinati

0.980 
unspecified_noninfla

0.976 
phentermine_d00806  

0.976 
oxygen_uptake,_expir

0.976 
estradiol_topical_d0

0.975 
anesthesia_for_open_

0/10

-4.5


1.000 
malignant_neoplasm_o

1.000 
secondary_malignant_

1.000 
personal_history_of_

1.000 
carcinoma_in_situ_of

1.000 
chemotherapy_adminis

1.000 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
immunoassay_for_tumo

0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
malignant_melanoma_o

0.999 
radiation_treatment_

0.999 
tamoxifen_d00381    

0.998 
interferon_alfa-2b_d

2/10

-3.6


1.000 
diabetes_mellitus_ty

1.000 
type_ii_diabetes_mel

0.999 
type_i_diabetes_mell

0.999 
type_i_diabetes_mell

0.998 
background_diabetic_

0.997 
polyneuropathy_in_di

0.996 
diabetes_mellitus_ty

0.994 
diabetes_mellitus_ty

0.994 
diabetes_mellitus_ty

0.994 
diabetes_mellitus_ty

0.993 
isosorbide_mononitra

0.992 
physician_services_f

0.992 
percutaneous_translu

0.992 
physician_services_f

0.992 
glyburide_d00248    

9/10

-3.5


1.000 
intensity_modulated_

0.999 
stereoscopic_x-ray_g

0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
irrigation_of_implan

0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
chemotherapy_adminis

0.999 
malignant_neoplasm_o

0.998 
malignant_neoplasm_o

0.998 
neoplasm_related_pai

0.998 
intensity_modulated_

0.998 
chemotherapy_adminis

0.998 
regional_enteritis_o

0.997 
aplastic_anemia,_uns

8/10

-3.4


0.999 
respiratory_failure_

0.999 
critical_care,_evalu

0.997 
critical_care,_evalu

0.997 
subsequent_nursing_f

0.997 
cerebral_embolism,_w

0.997 
subarachnoid_hemorrh

0.997 
unspecified_septicem

0.996 
intracerebral_hemorr

0.996 
subsequent_hospital_

0.996 
dialysis_procedure_o

0.996 
monitoring_for_local

0.996 
debility,_unspecifie

0.995 
subsequent_nursing_f

0.995 
bronchiectasis_with_

0.994 
cystic_fibrosis_with

3/10

-3.1


0.981 
endometrial_cystic_h

0.980 
asa/butalbital/caffe

0.979 
premenopausal_menorr

0.973 
exostosis_of_unspeci

0.972 
vaginitis_and_vulvov

0.971 
other_specified_noni

0.970 
need_for_prophylacti

0.970 
neurotic_disorders_3

0.968 
diaphragm_or_cervica

0.967 
sling_operation_for_

0.965 
idiopathic_urticaria

0.962 
diethylstilbestrol_[

0.961 
need_for_prophylacti

0.957 
unlisted_procedure,_

0.956 
screening_for_unspec

6/10

-2.9


1.000 
pregnant_state,_inci

1.000 
supervision_of_other

1.000 
fetal_non-stress_tes

1.000 
ultrasound,_pregnant

1.000 
normal_delivery_650 

1.000 
mother_with_single_l

0.999 
supervision_of_norma

0.999 
ultrasound,_pregnant

0.999 
other_advanced_mater

0.999 
routine_obstetric_ca

0.999 
ultrasound,_pregnant

0.999 
vaginal_delivery_onl

0.999 
vaginal_delivery_w/o

0.999 
ultrasound,_pregnant

0.999 
fetal_biophysical_pr

4/10

-2.4


1.000 
analysis_of_clinical

1.000 
hemorrhagic_disorder

0.996 
electronic_analysis_

0.991 
systemic_sclerosis_7

0.983 
heart_replaced_by_tr

0.981 
electronic_analysis_

0.977 
rheumatic_heart_dise

0.974 
lithotripsy,_extraco

0.973 
extracorporeal_shock

0.973 
undefined_code-00000

0.970 
lower_extrem_and_hum

0.966 
heart_failure,_unspe

0.960 
complications_of_tra

0.960 
bilirubin;_total_and

0.959 
unspecified_polyarth

7/10

-1.7


0.999 
photochemotherapy;_t

0.998 
application_of_a_mod

0.997 
application_of_a_mod

0.996 
displacement_of_cerv

0.996 
postlaminectomy_synd

0.996 
displacement_of_inte

0.996 
displacement_of_lumb

0.996 
complete_rupture_of_

0.995 
application_of_a_mod

0.994 
manual_therapy_techn

0.994 
thoracic_or_lumbosac

0.994 
reflex_sympathetic_d

0.994 
injection,_anestheti

0.993 
unspecified_internal

0.993 
rotator_cuff_(capsul