LEGEND_NAME = PC_sLDA

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = sertraline

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

3/10

-2.7


0.073 
office_or_other_outp

0.029 
routine_general_medi

0.027 
office_or_other_outp

0.023 
thyroid_stimulating_

0.022 
routine_venipuncture

0.021 
office_or_other_outp

0.016 
other_screening_mamm

0.016 
lipid_panel_this_pan

0.012 
screening_for_malign

0.012 
blood_count;_complet

0.011 
special_investigatio

0.011 
cholesterol,_serum_o

0.010 
screening_mammograph

0.010 
cytopathology,_cervi

0.010 
glucose;_quantitativ

9/10

-2.5


0.038 
comprehensive_metabo

0.035 
office_or_other_outp

0.030 
radiotherapy_encount

0.029 
blood_count;_complet

0.020 
office_or_other_outp

0.017 
office_or_other_outp

0.016 
encounter_for_antine

0.015 
intensity_modulated_

0.014 
magnesium_c83735    

0.013 
malignant_neoplasm_o

0.013 
office_or_other_outp

0.013 
lansoprazole_d00149 

0.012 
lactate_dehydrogenas

0.012 
chemotherapy_adminis

0.011 
ondansetron_d00867  

7/10

-2.2


0.046 
office_or_other_outp

0.043 
office_or_other_outp

0.029 
therapeutic_procedur

0.028 
office_or_other_outp

0.020 
manual_therapy_techn

0.020 
backache,_unspecifie

0.014 
pain_in_limb_7295   

0.013 
office_or_other_outp

0.012 
headache_7840       

0.011 
blood_count;_complet

0.011 
lumbago_7242        

0.010 
collection_of_venous

0.009 
cervicalgia_7231    

0.009 
sedimentation_rate,_

0.009 
urinalysis,_by_dip_s

1/10

-1.9


0.125 
individual_psychothe

0.078 
pharmacologic_manage

0.077 
major_depressive_dis

0.034 
depressive_disorder,

0.021 
anxiety_state,_unspe

0.020 
group_psychotherapy_

0.020 
psychiatric_diagnost

0.017 
unspecified_affectiv

0.016 
prolonged_posttrauma

0.016 
adjustment_reaction_

0.015 
individual_psychothe

0.015 
obsessive-compulsive

0.014 
generalized_anxiety_

0.013 
neurotic_depression_

0.013 
drug_screen,_qualita

8/10

-1.7


0.036 
subsequent_hospital_

0.021 
subsequent_hospital_

0.018 
radiologic_examinati

0.016 
subsequent_hospital_

0.013 
prothrombin_time_c85

0.010 
magnesium_c83735    

0.010 
blood_count;_complet

0.010 
critical_care,_evalu

0.009 
phosphorus_inorganic

0.009 
hepatic_function_pan

0.009 
culture,_bacterial;_

0.009 
unspecified_pleural_

0.008 
culture,_bacterial;_

0.008 
electrolyte_panel_th

0.007 
thromboplastin_time,

2/10

-1.6


0.103 
unspecified_essentia

0.050 
type_ii_diabetes_mel

0.045 
other_and_unspecifie

0.036 
office_or_other_outp

0.027 
hemoglobin;_glycated

0.020 
office_or_other_outp

0.020 
office_or_other_outp

0.017 
lipid_panel_this_pan

0.016 
collection_of_venous

0.014 
coronary_atheroscler

0.013 
basic_metabolic_pane

0.012 
office_or_other_outp

0.011 
lisinopril_d00732   

0.011 
obesity,_unspecified

0.011 
pure_hypercholestero

0/10

-1.6


0.075 
malignant_neoplasm_o

0.026 
blood_count;_complet

0.023 
radiation_treatment_

0.020 
malignant_neoplasm_o

0.015 
office_or_other_outp

0.015 
thromboplastin_time,

0.014 
chemotherapy_encount

0.013 
personal_history_of_

0.013 
human_immunodeficien

0.013 
comprehensive_metabo

0.012 
chemotherapy_adminis

0.011 
lactate_dehydrogenas

0.011 
office_consultation_

0.010 
office_consultation_

0.010 
lvp_solution_d04128 

6/10

-1.5


0.043 
office_or_other_outp

0.024 
infectious_agent_det

0.023 
infectious_agent_det

0.023 
office_or_other_outp

0.021 
blood_count;_complet

0.017 
culture,_bacterial;_

0.017 
culture,_bacterial;_

0.015 
gonadotropin,_chorio

0.015 
collection_of_venous

0.014 
pregnant_state,_inci

0.013 
screening_for_malign

0.012 
encounter_for_unspec

0.011 
urine_pregnancy_test

0.011 
office_or_other_outp

0.010 
cytopathology,_cervi

4/10

-0.9


0.042 
routine_venipuncture

0.038 
blood_count;_complet

0.032 
urea_nitrogen;_quant

0.032 
potassium;_serum_c84

0.030 
chloride;_blood_c824

0.030 
sodium;_serum_c84295

0.029 
carbon_dioxide_(bica

0.028 
creatinine;_blood_c8

0.028 
glucose;_quantitativ

0.026 
transferase;_asparta

0.025 
prothrombin_time_c85

0.023 
phosphatase,_alkalin

0.020 
albumin;_serum_c8204

0.019 
calcium;_total_c8231

0.016 
transferase;_alanine

5/10

-0.8


0.042 
office_or_other_outp

0.032 
collection_of_venous

0.025 
thyroid_stimulating_

0.024 
office_or_other_outp

0.019 
blood_count;_complet

0.016 
basic_metabolic_pane

0.013 
handling_and/or_conv

0.012 
office_or_other_outp

0.010 
screening_mammograph

0.010 
periodic_comprehensi

0.010 
asthma,_unspecified_

0.010 
other_malaise_and_fa

0.009 
screening_for_malign

0.009 
calcifediol_(25-oh_v

0.009 
level_c88305