LEGEND_NAME = ourBP_sLDA

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = fluoxetine

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

5/10

-3.2


0.019 
urea_nitrogen;_quant

0.007 
office_or_other_outp

0.005 
psychiatric_diagnost

0.003 
cytopathology,_cervi

0.003 
casanthranol-docusat

0.003 
infectious_agent_det

0.003 
pain_in_limb_7295   

0.003 
basic_metabolic_pane

0.003 
periodic_comprehensi

0.003 
uric_acid;_blood_c84

0.003 
tobacco_use_disorder

0.003 
smear,_primary_sourc

0.003 
type_ii_diabetes_mel

0.002 
electrocardiogram,_r

0.002 
fluoxetine_d00236   

9/10

-3.0


0.017 
glucose;_quantitativ

0.012 
office_or_other_outp

0.006 
comprehensive_metabo

0.006 
office_or_other_outp

0.006 
office_or_other_outp

0.006 
office_or_other_outp

0.004 
magnesium_c83735    

0.004 
encounter_for_long-t

0.004 
physical_therapy_eva

0.004 
urinalysis,_by_dip_s

0.004 
transferase;_alanine

0.003 
blood_count;_blood_s

0.003 
disorder_of_bone_and

0.003 
acetaminophen-oxycod

0.002 
other_malaise_and_fa

8/10

-2.5


0.013 
office_or_other_outp

0.010 
carbon_dioxide_(bica

0.009 
level_c88305        

0.008 
phosphatase,_alkalin

0.007 
thromboplastin_time,

0.006 
hepatic_function_pan

0.005 
influenza_virus_vacc

0.005 
backache,_unspecifie

0.004 
major_depressive_dis

0.004 
office_or_other_outp

0.003 
other_malaise_and_fa

0.002 
lumbago_7242        

0.002 
type_ii_diabetes_mel

0.002 
unspecified_sinusiti

0.002 
atrial_fibrillation_

0/10

-1.7


0.025 
blood_count;_complet

0.019 
office_or_other_outp

0.008 
blood_count;_complet

0.007 
malignant_neoplasm_o

0.006 
office_or_other_outp

0.004 
radiotherapy_encount

0.004 
radiologic_examinati

0.003 
pure_hypercholestero

0.003 
periodic_comprehensi

0.002 
radiation_treatment_

0.002 
office_or_other_outp

0.002 
office_consultation_

0.002 
pain_in_joint_involv

0.002 
psychiatric_diagnost

0.002 
other_malignant_lymp

7/10

-1.5


0.009 
office_or_other_outp

0.006 
creatinine;_blood_c8

0.005 
bilirubin;_total_c82

0.004 
screening_mammograph

0.004 
infectious_agent_det

0.004 
headache_7840       

0.004 
bilirubin;_total_and

0.003 
office_or_other_outp

0.003 
cyanocobalamin_(vita

0.003 
infectious_agent_det

0.003 
migraine,_unspecifie

0.003 
pain_in_limb_7295   

0.003 
menopausal_or_female

0.003 
office_or_other_outp

0.002 
gabapentin_d03182   

2/10

-1.5


0.007 
lipid_panel_this_pan

0.007 
basic_metabolic_pane

0.006 
potassium;_serum_c84

0.006 
lipoprotein,_direct_

0.005 
unspecified_essentia

0.005 
routine_venipuncture

0.005 
cough_7862          

0.004 
immunization_adminis

0.004 
screening_mammograph

0.003 
other_psoriasis_and_

0.003 
level_v_-_surgical_p

0.003 
hepatitis_b_surface_

0.003 
office_or_other_outp

0.003 
type_ii_diabetes_mel

0.003 
other_specified_pers

1/10

-1.3


0.014 
thyroid_stimulating_

0.011 
other_and_unspecifie

0.010 
individual_psychothe

0.008 
pharmacologic_manage

0.008 
major_depressive_dis

0.007 
depressive_disorder,

0.005 
preoperative_cardiov

0.005 
emergency_department

0.005 
emergency_department

0.004 
emergency_department

0.004 
hemoglobin;_glycated

0.003 
at_least_one_prescri

0.003 
office_or_other_outp

0.003 
infectious_agent_ant

0.003 
calcium;_total_c8231

3/10

-0.8


0.006 
creatinine;_blood_c8

0.006 
electrolyte_panel_th

0.006 
office_or_other_outp

0.005 
triglycerides_c84478

0.005 
electrocardiogram,_r

0.005 
culture,_bacterial;_

0.005 
iron_binding_capacit

0.004 
office_or_other_outp

0.004 
antibody;_hiv-1_and_

0.003 
obesity,_unspecified

0.003 
urinalysis,_by_dip_s

0.003 
palpitations_7851   

0.003 
myocardial_perfusion

0.003 
initial_observation_

0.003 
unspecified_chest_pa

4/10

-0.8


0.012 
collection_of_venous

0.011 
routine_venipuncture

0.006 
unspecified_essentia

0.006 
prothrombin_time_c85

0.006 
cholesterol,_serum_o

0.006 
other_screening_mamm

0.005 
panic_disorder_30001

0.004 
chloride;_blood_c824

0.004 
cervicalgia_7231    

0.004 
urinalysis,_by_dip_s

0.004 
rash_and_other_nonsp

0.003 
noninvasive_ear_or_p

0.003 
cytopathology,_smear

0.003 
type_ii_diabetes_mel

0.003 
sodium;_serum_c84295

6/10

-0.4


0.007 
culture,_bacterial;_

0.007 
routine_general_medi

0.006 
manual_therapy_techn

0.006 
creatine_kinase_(ck)

0.005 
culture,_bacterial;_

0.005 
screening_for_malign

0.004 
adjustment_reaction_

0.004 
office_or_other_outp

0.004 
ibuprofen_d00015    

0.004 
esophageal_reflux_53

0.004 
obesity,_unspecified

0.004 
asthma,_unspecified_

0.003 
dizziness_and_giddin

0.003 
preoperative_examina

0.003 
abdominal_pain,_unsp