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


1.000 
radiotherapy_encount

1.000 
intensity_modulated_

1.000 
stereoscopic_x-ray_g

1.000 
chemotherapy_adminis

1.000 
proton_treatment_del

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
chemotherapy_adminis

1.000 
computed_tomography_

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

0.999 
intensity_modulated_

0.999 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

16/25

-2.4


1.000 
unspecified_septicem

1.000 
subsequent_nursing_f

1.000 
subsequent_nursing_f

0.999 
ventilation_assist_a

0.999 
respiratory_failure_

0.999 
insertion_of_endotra

0.999 
anoxic_brain_damage_

0.999 
prolonged_physician_

0.999 
continuous_mechanica

0.999 
acute_and_subacute_b

0.999 
intubation,_endotrac

0.999 
pulmonary_insufficie

0.999 
septic_shock_78552  

0.998 
tracheostomy_except_

0.998 
subsequent_nursing_f

12/25

-2.3


1.000 
multiple_sclerosis_3

1.000 
malignant_neoplasm_o

1.000 
neoplasm_of_unspecif

1.000 
benign_neoplasm_of_c

1.000 
subarachnoid_hemorrh

1.000 
cerebral_aneurysm,_n

1.000 
obstructive_hydrocep

1.000 
monitoring_for_local

1.000 
anomalies_of_cerebro

1.000 
malignant_neoplasm_o

1.000 
generalized_convulsi

1.000 
craniotomy_age_>17_e

1.000 
partial_epilepsy,_wi

1.000 
benign_neoplasm_of_c

1.000 
benign_neoplasm_of_b

19/25

-2.2


1.000 
percutaneous_translu

1.000 
coronary_arteriograp

1.000 
physician_services_f

1.000 
imaging_supervision,

1.000 
intermediate_coronar

1.000 
injection_procedure_

1.000 
automatic_implantabl

1.000 
angiocardiography_of

1.000 
injection_procedure_

1.000 
imaging_supervision,

1.000 
other_specified_form

1.000 
catheter_placement_i

1.000 
isosorbide_mononitra

1.000 
physician_services_f

0.999 
left_heart_catheteri

13/25

-2.1


1.000 
other_malignant_lymp

1.000 
acute_myeloid_leukem

1.000 
multiple_myeloma_wit

1.000 
complications_of_bon

1.000 
chronic_lymphoid_leu

1.000 
acute_myeloid_leukem

1.000 
acute_lymphoid_leuke

1.000 
chronic_myeloid_leuk

1.000 
malignant_neoplasm_o

1.000 
bone_marrow,_smear_i

1.000 
tissue_culture_for_n

1.000 
flow_cytometry,_inte

1.000 
human_immunodeficien

1.000 
blood_smear,_periphe

1.000 
nodular_lymphoma,_un

23/25

-2.0


1.000 
malignant_neoplasm_o

1.000 
benign_neoplasm_of_p

1.000 
toxic_diffuse_goiter

1.000 
thyroglobulin_antibo

1.000 
thyroglobulin_c84432

1.000 
panhypopituitarism_2

1.000 
personal_history_of_

1.000 
thyroiditis,_unspeci

0.999 
other_postablative_h

0.999 
thyroid_carcinoma_me

0.999 
thyroid_procedures_d

0.999 
biopsy_thyroid,_perc

0.999 
complete_thyroidecto

0.999 
nuclear_rx,_oral_adm

0.999 
toxic_multinodular_g

8/25

-1.9


1.000 
malignant_neoplasm_o

1.000 
radiation_treatment_

1.000 
secondary_malignant_

1.000 
carcinoma_in_situ_of

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
malignant_melanoma_o

1.000 
trastuzumab_d04357  

1.000 
radiation_treatment_

1.000 
malignant_neoplasm_o

1.000 
injection_procedure;

1.000 
subtotal_mastectomy_

1.000 
mastectomy,_partial_

0.999 
mastectomy,_partial_

0.999 
letrozole_d04156    

4/25

-1.8


1.000 
bipolar_affective_di

1.000 
bipolar_affective_di

1.000 
electroconvulsive_th

1.000 
anesthesia_for_elect

1.000 
other_manic-depressi

1.000 
other_electroshock_t

1.000 
bipolar_affective_di

1.000 
residual_schizophren

1.000 
schizo-affective_typ

0.999 
bipolar_affective_di

0.999 
bipolar_affective_di

0.999 
bipolar_affective_di

0.999 
bipolar_affective_di

0.999 
bipolar_affective_di

0.999 
bipolar_affective_di

11/25

-1.8


1.000 
meningococcal_polysa

1.000 
poliovirus_vaccine,_

0.999 
periodic_comprehensi

0.999 
typhoid_vaccine,_vi_

0.999 
typhoid_vaccine,_liv

0.999 
yellow_fever_vaccine

0.998 
completed_early_peri

0.998 
poliovirus_vaccine,_

0.997 
typhoid_vaccine,_liv

0.996 
removal_of_impacted_

0.996 
yellow_fever_vaccine

0.991 
hepatitis_a_vaccine,

0.983 
atovaquone-proguanil

0.983 
developmental_testin

0.977 
benzoyl_peroxide-cli

6/25

-1.8


0.999 
screening_for_malign

0.996 
destruction,_maligna

0.979 
hyperplasia_of_prost

0.977 
hypertrophy_(benign)

0.976 
dutasteride_d04788  

0.974 
elevated_prostate_sp

0.959 
chemosurgery_(mohs_m

0.958 
chemosurgery_(mohs_m

0.954 
hypertrophy_(benign)

0.943 
hyperplasia_of_prost

0.942 
other_malignant_neop

0.926 
prostate_specific_an

0.925 
unspecified_disorder

0.920 
annual_wellness_visi

0.914 
hypertrophy_(benign)

17/25

-1.7


1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
professional_service

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
professional_service

1.000 
secondary_malignant_

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
malignant_neoplasm_o

1.000 
oxaliplatin_d04811  

1.000 
malignant_neoplasm_o

0.999 
malignant_neoplasm_o

0.999 
personal_history_of_

0/25

-1.7


1.000 
tiotropium_d04829   

1.000 
cystic_fibrosis_with

1.000 
bronchiectasis_with_

1.000 
theophylline_c80198 

1.000 
bronchiectasis_494  

1.000 
chronic_obstructive_

0.999 
prolonged_postexposu

0.999 
inhalation_bronchial

0.999 
chronic_obstructive_

0.998 
chronic_obstructive_

0.998 
lobectomy_of_lung_p3

0.991 
obstructive_chronic_

0.988 
bronchospasm_evaluat

0.987 
lung_replaced_by_tra

0.986 
emphysematous_bleb_4

7/25

-1.7


1.000 
application_of_a_mod

1.000 
complete_rupture_of_

1.000 
application_of_a_mod

1.000 
injection,_anestheti

1.000 
postlaminectomy_synd

0.999 
excision_of_semiluna

0.999 
application_of_a_mod

0.999 
old_disruption_of_an

0.999 
arthroscopy_of_knee_

0.999 
major_joint_and_limb

0.999 
epidurography,_radio

0.999 
derangement_of_later

0.999 
arthroscopy,_knee,_s

0.999 
application_of_a_mod

0.999 
injection,_anestheti

2/25

-1.7


1.000 
analysis_of_clinical

1.000 
hemorrhagic_disorder

1.000 
electronic_analysis_

1.000 
electronic_analysis_

1.000 
electronic_analysis_

0.999 
insertion_or_replace

0.996 
encounter_for_long-t

0.987 
embolism_and_thrombo

0.981 
sinoatrial_node_dysf

0.976 
cardiac_pacemaker_in

0.968 
atrial_fibrillation_

0.966 
atrioventricular_blo

0.958 
embolism_and_thrombo

0.956 
anesthesia_for_proce

0.941 
embolism_and_thrombo

15/25

-1.7


1.000 
diabetes_mellitus_ty

1.000 
type_i_diabetes_mell

1.000 
polyneuropathy_in_di

1.000 
diabetes_mellitus_ty

1.000 
background_diabetic_

1.000 
diabetes_mellitus_ty

1.000 
diabetes_mellitus_ty

1.000 
diabetes_mellitus_ty

1.000 
diabetes_mellitus_ty

1.000 
type_ii_diabetes_mel

0.999 
diabetes_mellitus_ty

0.999 
diabetes_mellitus_ty

0.999 
peripheral_angiopath

0.999 
glimepiride_d03864  

0.999 
diabetes_mellitus_ty

14/25

-1.6


1.000 
regional_enteritis_o

1.000 
systemic_lupus_eryth

1.000 
regional_enteritis_o

0.999 
infliximab_d04342   

0.999 
lupus_erythematosus_

0.999 
o.r._procedures_for_

0.999 
adalimumab_d04835   

0.999 
unspecified_polyarth

0.998 
inflammatory_bowel_d

0.998 
ulcerative_(chronic)

0.998 
laparoscopy,_surgica

0.997 
anesthesia_for_intra

0.997 
laparoscopic_gastroe

0.996 
high_gastric_bypass_

0.993 
regional_enteritis_o

22/25

-1.6


1.000 
postmenopausal_bleed

0.999 
endometrial_cystic_h

0.999 
other_excision_or_de

0.999 
hysteroscopy_p6812  

0.998 
computer_aided_detec

0.997 
fitting_and_insertio

0.997 
uterine_prolapse_wit

0.997 
intrinsic_(urethral)

0.996 
ultrasonic_guidance_

0.996 
other_repair_of_urin

0.995 
endometrial_ablation

0.994 
laparoscopic_unilate

0.993 
prolapse_of_vaginal_

0.991 
polyp_of_corpus_uter

0.986 
need_for_postmenopau

1/25

-1.6


1.000 
lack_of_housing_v600

1.000 
buprenorphine-naloxo

0.999 
acute_alcoholic_into

0.999 
opioid_abuse,_unspec

0.999 
opioid_type_dependen

0.999 
poisoning_by_heroin_

0.998 
barbiturate_and_simi

0.998 
opioid_abuse,_contin

0.998 
alcohol_abuse/depend

0.998 
cocaine_abuse,_conti

0.997 
toxic_effect_of_ethy

0.997 
other,_mixed,_or_uns

0.997 
orbital_floor_(blow-

0.997 
alcohol_detoxificati

0.997 
combinations_of_opio

24/25

-1.5


1.000 
complications_of_tra

1.000 
liver_replaced_by_tr

1.000 
kidney_replaced_by_t

1.000 
end_stage_renal_dise

1.000 
complications_of_tra

1.000 
alcoholic_cirrhosis_

1.000 
nephrotic_syndrome_w

1.000 
other_sequelae_of_ch

1.000 
chronic_renal_failur

1.000 
other_complications_

1.000 
biliary_cirrhosis_57

0.999 
chronic_kidney_disea

0.999 
hepatic_coma_5722   

0.999 
arteriovenostomy_for

0.999 
esophageal_varices_i

3/25

-1.3


1.000 
individual_psychothe

0.998 
hysteria,_unspecifie

0.998 
phobia,_unspecified_

0.995 
oppositional_disorde

0.993 
hypochondriasis_3007

0.990 
obsessive-compulsive

0.989 
major_depressive_dis

0.983 
agoraphobia_with_pan

0.963 
generalized_anxiety_

0.960 
social_phobia_30023 

0.945 
manic_disorder,_recu

0.943 
panic_disorder_30001

0.932 
individual_medical_p

0.927 
bulimia_30751       

0.924 
individual_psychothe

9/25

-1.3


0.985 
mumps_skin_test_anti

0.970 
bilirubin;_total_and

0.915 
carbon_dioxide_(bica

0.905 
chloride;_blood_c824

0.881 
candida_albicans_ext

0.830 
phosphatase,_alkalin

0.821 
sodium;_serum_c84295

0.808 
hepatitis_b_core_ab_

0.793 
undefined_code-00000

0.788 
bilirubin;_total_or_

0.756 
albumin;_serum_c8204

0.721 
droperidol_d00219   

0.707 
potassium;_serum_c84

0.662 
bilirubin;_total_c82

0.624 
creatine_c82540     

10/25

-1.2


0.886 
nervousness_7992    

0.848 
neurotic_disorders_3

0.833 
obesity_and_other_hy

0.813 
hemogram,_automated_

0.773 
hemarthrosis_involvi

0.763 
other_counseling,_no

0.738 
syphilis,_unspecifie

0.737 
lack_of_expected_nor

0.719 
other_specified_exam

0.698 
pernicious_anemia_28

0.688 
contusion_of_back_92

0.681 
dyschromia_7090     

0.669 
unspecified_sleep_di

0.667 
superficial_injury_o

0.647 
undefined_code-90000

5/25

-1.1


1.000 
fetal_non-stress_tes

1.000 
ultrasound,_pregnant

1.000 
normal_delivery_650 

1.000 
other_advanced_mater

1.000 
photochemotherapy;_t

1.000 
mother_with_single_l

1.000 
supervision_of_norma

1.000 
ultrasound,_pregnant

1.000 
routine_obstetric_ca

1.000 
ultrasound,_pregnant

1.000 
vaginal_delivery_onl

1.000 
fetal_biophysical_pr

1.000 
vaginal_delivery_w/o

1.000 
ultrasound,_pregnant

1.000 
ultrasound,_pregnant

20/25

-1.1


1.000 
encounter_for_unspec

1.000 
encounter_for_survei

1.000 
mild_dysplasia_of_ce

0.999 
papanicolaou_smear_o

0.999 
encounter_for_contra

0.999 
mild_dysplasia_of_ce

0.999 
colposcopy_of_the_ce

0.998 
colposcopy_of_the_ce

0.997 
papanicolaou_smear_o

0.996 
conization_of_cervix

0.996 
colposcopy_of_the_en

0.992 
colposcopy_of_the_ce

0.975 
colposcopy_of_the_en

0.969 
infectious_agent_ant

0.958 
colposcopy_of_the_ce

21/25

-1.0


0.998 
transurethral_remova

0.998 
extracorporeal_shock

0.998 
lithotripsy,_extraco

0.998 
cholecystectomy_exce

0.998 
laparoscopic_cholecy

0.997 
cystourethroscopy,_w

0.997 
laparoscopic_appende

0.996 
laparoscopy,_surgica

0.996 
appendectomy_w/o_com

0.995 
laparoscopy,_surgica

0.987 
laparoscopic_cholecy

0.971 
calculus_of_ureter_5

0.956 
unspecified_problems

0.945 
laparoscopy,_surgica

0.937 
ureteroscopy_p5631