LEGEND_NAME = PC_sLDA

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = mirtazapine

amitriptylinebupropioncitalopram
duloxetineescitalopramfluoxetine
mirtazapinenortriptylineparoxetine
sertralinevenlafaxine

FRAC_LABELS = 1

1

N_STATES = 25.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/psych_traj_20170727/20171011frombest-mod_name=slda__tf-frac_labels=1.000-n_states=025-alpha=1.1000-tau=1.0100-lambda_w=000.001-init_name=bestauc_gibbs_K025_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

5/25

-6.6


0.044 
blood_count;_complet

0.037 
pregnant_state,_inci

0.031 
supervision_of_other

0.029 
other_psoriasis_and_

0.026 
fetal_non-stress_tes

0.025 
infertility,_female,

0.018 
ultrasound,_pregnant

0.016 
infectious_agent_ant

0.016 
other_advanced_mater

0.014 
mother_with_single_l

0.014 
normal_delivery_650 

0.014 
collection_of_venous

0.014 
ultrasound,_pregnant

0.014 
supervision_of_norma

0.014 
gonadotropin,_chorio

20/25

-6.4


0.052 
infectious_agent_det

0.052 
office_or_other_outp

0.051 
infectious_agent_det

0.033 
culture,_bacterial;_

0.027 
screening_for_malign

0.026 
culture,_bacterial;_

0.026 
encounter_for_unspec

0.025 
gonadotropin,_chorio

0.023 
vaginitis_and_vulvov

0.021 
acute_pharyngitis_46

0.020 
office_or_other_outp

0.018 
cytopathology,_cervi

0.017 
culture,_presumptive

0.016 
urine_pregnancy_test

0.016 
office_or_other_outp

11/25

-6.2


0.137 
office_or_other_outp

0.037 
office_or_other_outp

0.030 
office_or_other_outp

0.029 
routine_general_medi

0.021 
blood_count;_complet

0.021 
collection_of_venous

0.015 
other_malaise_and_fa

0.013 
thyroid_stimulating_

0.012 
other_acne_7061     

0.012 
influenza_virus_vacc

0.012 
allergic_rhinitis,_c

0.012 
periodic_comprehensi

0.010 
abdominal_pain,_unsp

0.009 
pain_in_limb_7295   

0.009 
azithromycin_d00091 

22/25

-5.9


0.056 
screening_for_malign

0.053 
other_screening_mamm

0.035 
cytopathology,_cervi

0.029 
special_investigatio

0.029 
screening_mammograph

0.026 
menopausal_or_female

0.025 
screening_mammograph

0.022 
thyroid_stimulating_

0.022 
level_c88305        

0.017 
lump_or_mass_in_brea

0.016 
periodic_comprehensi

0.014 
blood_count;_complet

0.013 
computer-aided_detec

0.012 
routine_venipuncture

0.012 
cytopathology,_cervi

10/25

-5.7


0.159 
office_or_other_outp

0.046 
office_or_other_outp

0.044 
routine_general_medi

0.042 
routine_venipuncture

0.034 
office_or_other_outp

0.030 
backache,_unspecifie

0.026 
obesity,_unspecified

0.019 
other_and_unspecifie

0.019 
acute_upper_respirat

0.018 
cholesterol,_serum_o

0.018 
lipoprotein,_direct_

0.016 
contact_dermatitis_a

0.015 
electrocardiogram,_r

0.015 
triglycerides_c84478

0.014 
anxiety_state,_unspe

23/25

-5.1


0.124 
thyroid_stimulating_

0.086 
unspecified_hypothyr

0.065 
collection_of_venous

0.039 
levothyroxine_d00278

0.034 
depressive_disorder,

0.033 
thyroxine;_total_c84

0.026 
lipid_panel_this_pan

0.022 
triiodothyronine_t3;

0.019 
other_malaise_and_fa

0.019 
pure_hypercholestero

0.019 
blood_count;_complet

0.018 
thyroxine;_free_c844

0.017 
thyroid_hormone_(t3_

0.016 
calcifediol_(25-oh_v

0.013 
office_or_other_outp

15/25

-4.9


0.157 
type_ii_diabetes_mel

0.094 
unspecified_essentia

0.074 
hemoglobin;_glycated

0.034 
office_or_other_outp

0.030 
office_or_other_outp

0.024 
diabetes_mellitus_ty

0.020 
albumin;_urine,_micr

0.020 
obesity,_unspecified

0.020 
creatinine;_other_so

0.018 
other_and_unspecifie

0.017 
office_or_other_outp

0.016 
metformin_d03807    

0.015 
collection_of_venous

0.014 
type_i_diabetes_mell

0.013 
type_ii_diabetes_mel

17/25

-4.3


0.038 
malignant_neoplasm_o

0.032 
allergic_rhinitis_du

0.025 
calculus_of_kidney_5

0.024 
allergic_rhinitis_du

0.022 
prothrombin_time_c85

0.021 
thromboplastin_time,

0.019 
abdominal_pain,_gene

0.018 
computed_tomography,

0.017 
computed_tomography,

0.017 
professional_service

0.017 
malignant_neoplasm_o

0.016 
malignant_neoplasm_o

0.014 
malignant_neoplasm_o

0.014 
urinalysis,_by_dip_s

0.013 
level_c88305        

8/25

-4.2


0.159 
malignant_neoplasm_o

0.068 
radiation_treatment_

0.030 
personal_history_of_

0.028 
office_or_other_outp

0.028 
office_or_other_outp

0.028 
office_or_other_outp

0.021 
continuing_medical_p

0.018 
radiation_treatment_

0.017 
radiation_treatment_

0.015 
secondary_malignant_

0.014 
comprehensive_metabo

0.014 
carcinoma_in_situ_of

0.013 
lump_or_mass_in_brea

0.013 
therapeutic_radiolog

0.012 
blood_count;_complet

7/25

-3.8


0.091 
therapeutic_procedur

0.062 
manual_therapy_techn

0.053 
office_or_other_outp

0.024 
backache,_unspecifie

0.023 
physical_therapy_eva

0.022 
office_or_other_outp

0.022 
lumbago_7242        

0.018 
pain_in_limb_7295   

0.017 
application_of_a_mod

0.014 
pain_in_joint_involv

0.012 
self-care/home_manag

0.012 
displacement_of_lumb

0.011 
acetaminophen-oxycod

0.010 
pain_in_joint_involv

0.010 
disorders_of_bursae_

9/25

-3.8


0.058 
potassium;_serum_c84

0.055 
chloride;_blood_c824

0.055 
sodium;_serum_c84295

0.054 
routine_venipuncture

0.053 
urea_nitrogen;_quant

0.052 
carbon_dioxide_(bica

0.052 
blood_count;_complet

0.043 
glucose;_quantitativ

0.043 
creatinine;_blood_c8

0.040 
transferase;_asparta

0.038 
phosphatase,_alkalin

0.034 
albumin;_serum_c8204

0.030 
calcium;_total_c8231

0.024 
transferase;_alanine

0.019 
bilirubin;_total_and

14/25

-3.8


0.060 
office_or_other_outp

0.035 
blood_count;_complet

0.030 
office_or_other_outp

0.019 
collection_of_venous

0.017 
urinalysis,_by_dip_s

0.016 
oxycodone_d00329    

0.015 
pain_in_limb_7295   

0.014 
office_consultation_

0.014 
office_or_other_outp

0.014 
sedimentation_rate,_

0.011 
gabapentin_d03182   

0.011 
mylagia_and_myositis

0.010 
c-reactive_protein_c

0.010 
basic_metabolic_pane

0.010 
prothrombin_time_c85

19/25

-3.7


0.048 
coronary_atheroscler

0.033 
coronary_atheroscler

0.031 
congestive_heart_fai

0.021 
unspecified_chest_pa

0.017 
electrocardiogram,_r

0.016 
doppler_echocardiogr

0.016 
doppler_echocardiogr

0.015 
aspirin_d00170      

0.014 
echocardiography,_tr

0.014 
creatine_kinase_(ck)

0.013 
unspecified_essentia

0.013 
electrocardiogram,_r

0.013 
mitral_valve_disorde

0.012 
benign_essential_hyp

0.012 
troponin,_quantitati

13/25

-3.6


0.046 
lactate_dehydrogenas

0.043 
other_malignant_lymp

0.035 
office_or_other_outp

0.034 
blood_count;_complet

0.028 
comprehensive_metabo

0.024 
magnesium_c83735    

0.023 
office_or_other_outp

0.021 
human_immunodeficien

0.021 
blood_count;_complet

0.020 
chemotherapy_encount

0.017 
blood_count;_blood_s

0.016 
bilirubin;_direct_c8

0.015 
chemotherapy_adminis

0.015 
collection_of_venous

0.014 
lvp_solution_d04128 

12/25

-3.0


0.039 
other_convulsions_78

0.026 
malignant_neoplasm_o

0.024 
magnetic_resonance_(

0.021 
paralysis_agitans_33

0.021 
multiple_sclerosis_3

0.019 
cerebral_artery_occl

0.018 
computed_tomography,

0.017 
abnormality_of_gait_

0.017 
malignant_neoplasm_o

0.016 
treatment_of_speech,

0.014 
phenytoin;_total_c80

0.011 
office_or_other_outp

0.011 
office_or_other_outp

0.011 
intracerebral_hemorr

0.011 
epilepsy,_unspecifie

3/25

-2.7


0.232 
individual_psychothe

0.154 
pharmacologic_manage

0.083 
major_depressive_dis

0.041 
adjustment_reaction_

0.035 
anxiety_state,_unspe

0.031 
prolonged_posttrauma

0.031 
obsessive-compulsive

0.030 
generalized_anxiety_

0.029 
neurotic_depression_

0.027 
panic_disorder_30001

0.024 
individual_psychothe

0.023 
depressive_disorder,

0.022 
individual_psychothe

0.021 
major_depressive_dis

0.020 
psychiatric_diagnost

2/25

-2.5


0.138 
prothrombin_time_c85

0.111 
analysis_of_clinical

0.086 
atrial_fibrillation_

0.086 
encounter_for_long-t

0.060 
routine_venipuncture

0.038 
hemorrhagic_disorder

0.030 
acute,_but_ill-defin

0.027 
collection_of_venous

0.023 
aortic_valve_disorde

0.019 
warfarin_d00022     

0.015 
cardiac_pacemaker_in

0.014 
other_and_unspecifie

0.013 
other_pulmonary_embo

0.013 
thromboplastin_time,

0.012 
embolism_and_thrombo

0/25

-2.2


0.089 
asthma,_unspecified_

0.052 
chronic_airway_obstr

0.040 
office_or_other_outp

0.036 
radiologic_examinati

0.034 
albuterol_d00749    

0.033 
culture,_bacterial;_

0.027 
cough_7862          

0.026 
other_dyspnea_and_re

0.021 
other_diseases_of_lu

0.018 
pneumonia,_organism_

0.016 
shortness_of_breath_

0.016 
esophageal_reflux_53

0.016 
plethysmography,_tot

0.015 
noninvasive_ear_or_p

0.014 
smear,_primary_sourc

24/25

-2.2


0.038 
blood_count;_complet

0.026 
hepatic_function_pan

0.024 
chronic_renal_failur

0.019 
comprehensive_metabo

0.018 
blood_count;_complet

0.017 
office_or_other_outp

0.016 
collection_of_venous

0.016 
infectious_agent_ant

0.014 
iron_binding_capacit

0.014 
chronic_hepatitis_c_

0.014 
bilirubin;_direct_c8

0.013 
ferritin_c82728     

0.012 
phosphorus_inorganic

0.012 
sedimentation_rate,_

0.012 
prothrombin_time_c85

4/25

-2.1


0.118 
major_depressive_dis

0.053 
group_psychotherapy_

0.036 
bipolar_affective_di

0.034 
pharmacologic_manage

0.031 
depressive_disorder,

0.024 
bipolar_affective_di

0.023 
thyroid_stimulating_

0.019 
psychiatric_diagnost

0.019 
non-covered_item_or_

0.018 
glucose;_quantitativ

0.018 
bipolar_affective_di

0.017 
bipolar_affective_di

0.017 
schizo-affective_typ

0.016 
creatinine;_blood_c8

0.015 
attention_deficit_di

21/25

-2.1


0.082 
office_or_other_outp

0.044 
office_or_other_outp

0.035 
office_or_other_outp

0.024 
headache_7840       

0.020 
collection_of_venous

0.014 
glucose;_quantitativ

0.013 
blood_count;_complet

0.013 
immunization_adminis

0.012 
cervicalgia_7231    

0.011 
hepatic_function_pan

0.010 
abdominal_pain,_unsp

0.010 
unspecified_problems

0.010 
migraine,_unspecifie

0.010 
blood_count;_complet

0.010 
culture,_bacterial;_

1/25

-1.9


0.048 
drug_screen,_qualita

0.039 
emergency_department

0.039 
emergency_department

0.031 
emergency_department

0.026 
other_and_unspecifie

0.025 
magnesium_c83735    

0.024 
tobacco_use_disorder

0.023 
hepatic_function_pan

0.022 
lipase_c83690       

0.021 
blood_count;_complet

0.020 
amylase_c82150      

0.019 
phosphorus_inorganic

0.018 
collection_of_venous

0.016 
depressive_disorder,

0.016 
alcohol_abuse,_unspe

6/25

-1.0


0.117 
unspecified_essentia

0.064 
office_or_other_outp

0.058 
other_and_unspecifie

0.042 
lipid_panel_this_pan

0.024 
office_or_other_outp

0.023 
blood_count;_complet

0.022 
basic_metabolic_pane

0.019 
collection_of_venous

0.018 
office_or_other_outp

0.017 
influenza_virus_vacc

0.015 
prostate_specific_an

0.014 
comprehensive_metabo

0.012 
office_or_other_outp

0.011 
esophageal_reflux_53

0.010 
need_for_prophylacti

16/25

-0.9


0.075 
subsequent_hospital_

0.042 
subsequent_hospital_

0.032 
subsequent_hospital_

0.032 
radiologic_examinati

0.019 
unspecified_pleural_

0.018 
critical_care,_evalu

0.013 
pulmonary_collapse_5

0.011 
culture,_bacterial;_

0.010 
culture,_bacterial;_

0.010 
initial_hospital_car

0.009 
encounter_for_fittin

0.009 
encounter_for_fittin

0.009 
pneumonia,_organism_

0.008 
pulmonary_congestion

0.008 
respiratory_failure_

18/25

-0.7


0.048 
radiotherapy_encount

0.042 
comprehensive_metabo

0.042 
blood_count;_complet

0.037 
office_or_other_outp

0.025 
intensity_modulated_

0.025 
encounter_for_antine

0.022 
lansoprazole_d00149 

0.022 
office_or_other_outp

0.018 
chemotherapy_adminis

0.018 
magnesium_c83735    

0.016 
office_or_other_outp

0.016 
phosphorus_inorganic

0.015 
malignant_neoplasm_o

0.012 
acetaminophen-oxycod

0.012 
ondansetron_d00867