LEGEND_NAME = ourBP_sLDA

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = amitriptyline

amitriptylinebupropioncitalopram
duloxetineescitalopramfluoxetine
mirtazapinenortriptylineparoxetine
sertralinevenlafaxine

FRAC_LABELS = 1

1

N_STATES = 50.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/psych_traj_20170727/20171012bpfrbest-mod_name=slda__tf-frac_labels=1.000-n_states=050-alpha=1.0100-tau=1.0100-lambda_w=000.001-init_name=bestauc_gibbs_K050_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

27/50

-5.8


0.003 
routine_general_medi

0.002 
office_or_other_outp

0.002 
unspecified_essentia

0.002 
coronary_atheroscler

0.002 
pharmacologic_manage

0.001 
unspecified_hypothyr

0.001 
culture,_bacterial;_

0.001 
aspirin_d00170      

0.001 
blood_count;_complet

0.001 
urinary_tract_infect

0.001 
psychiatric_diagnost

0.001 
screening_mammograph

0.001 
screening_for_malign

0.001 
level_c88305        

0.001 
asthma,_unspecified_

37/50

-5.7


0.004 
basic_metabolic_pane

0.004 
office_or_other_outp

0.003 
unspecified_essentia

0.002 
pharmacologic_manage

0.002 
office_or_other_outp

0.002 
lipid_panel_this_pan

0.002 
type_ii_diabetes_mel

0.002 
asthma,_unspecified_

0.002 
chloride;_blood_c824

0.002 
collection_of_venous

0.001 
other_and_unspecifie

0.001 
carbon_dioxide_(bica

0.001 
psychiatric_diagnost

0.001 
unspecified_affectiv

0.001 
lipoprotein,_direct_

7/50

-5.7


0.014 
other_suspected_mate

0.009 
culture,_bacterial;_

0.008 
routine_general_medi

0.004 
emergency_department

0.004 
amylase_c82150      

0.003 
urinalysis,_by_dip_s

0.003 
culture,_bacterial;_

0.003 
blood_count;_complet

0.002 
pharmacologic_manage

0.002 
screening_for_malign

0.002 
ibuprofen_d00015    

0.001 
unspecified_essentia

0.001 
infectious_agent_ant

0.001 
individual_psychothe

0.001 
supervision_of_other

16/50

-5.4


0.018 
individual_psychothe

0.015 
depressive_disorder,

0.009 
anxiety_state,_unspe

0.003 
adjustment_reaction_

0.003 
therapeutic_procedur

0.003 
pure_hypercholestero

0.002 
iron_binding_capacit

0.002 
level_c88305        

0.002 
neurotic_depression_

0.002 
generalized_anxiety_

0.001 
calcium;_total_c8231

0.001 
lvp_solution_d04128 

0.001 
prolonged_posttrauma

0.001 
ferritin_c82728     

0.001 
periodic_comprehensi

36/50

-4.7


0.013 
depressive_disorder,

0.013 
major_depressive_dis

0.010 
pharmacologic_manage

0.006 
anxiety_state,_unspe

0.003 
type_ii_diabetes_mel

0.002 
therapeutic_procedur

0.002 
level_c88305        

0.002 
manual_therapy_techn

0.002 
individual_psychothe

0.002 
susceptibility_studi

0.001 
pure_hypercholestero

0.001 
iron_binding_capacit

0.001 
other_dyspnea_and_re

0.001 
electrocardiogram,_r

0.001 
ondansetron_d00867  

30/50

-4.6


0.003 
group_psychotherapy_

0.002 
depressive_disorder,

0.002 
acute_upper_respirat

0.002 
psychiatric_diagnost

0.002 
office_or_other_outp

0.002 
drug_screen,_qualita

0.001 
citalopram_d04332   

0.001 
sedimentation_rate,_

0.001 
asthma,_unspecified_

0.001 
triglycerides_c84478

0.001 
other_and_unspecifie

0.001 
type_ii_diabetes_mel

0.001 
anxiety_state,_unspe

0.001 
blood_count;_blood_s

0.001 
chloride;_blood_c824

40/50

-4.6


0.008 
office_or_other_outp

0.007 
magnesium_c83735    

0.002 
radiotherapy_encount

0.002 
blood_count;_complet

0.002 
potassium;_serum_c84

0.002 
office_or_other_outp

0.002 
office_or_other_outp

0.002 
comprehensive_metabo

0.002 
pharmacologic_manage

0.002 
intensity_modulated_

0.002 
unspecified_chest_pa

0.001 
individual_psychothe

0.001 
type_ii_diabetes_mel

0.001 
lansoprazole_d00149 

0.001 
folic_acid;_serum_c8

44/50

-4.5


0.004 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
thromboplastin_time,

0.002 
emergency_department

0.002 
radiologic_examinati

0.002 
cholesterol,_serum_o

0.002 
collection_of_venous

0.002 
lipid_panel_this_pan

0.002 
congestive_heart_fai

0.001 
electrocardiogram,_r

0.001 
chloride;_blood_c824

0.001 
major_depressive_dis

0.001 
chronic_airway_obstr

0.001 
hydrochlorothiazide_

0.001 
obsessive-compulsive

17/50

-4.4


0.020 
thyroid_stimulating_

0.004 
unspecified_hypothyr

0.003 
pharmacologic_manage

0.002 
collection_of_venous

0.002 
type_ii_diabetes_mel

0.002 
asthma,_unspecified_

0.002 
obsessive-compulsive

0.002 
individual_psychothe

0.001 
carbon_dioxide_(bica

0.001 
major_depressive_dis

0.001 
unspecified_essentia

0.001 
chloride;_blood_c824

0.001 
thyroxine;_total_c84

0.001 
lactate_dehydrogenas

0.001 
levothyroxine_d00278

3/50

-4.3


0.007 
thyroid_stimulating_

0.005 
pharmacologic_manage

0.003 
individual_psychothe

0.002 
office_or_other_outp

0.002 
electrocardiogram,_r

0.002 
urinalysis,_by_dip_s

0.002 
bipolar_affective_di

0.002 
obsessive-compulsive

0.002 
depressive_disorder,

0.002 
uric_acid;_blood_c84

0.002 
collection_of_venous

0.002 
tobacco_use_disorder

0.002 
unspecified_essentia

0.001 
bipolar_affective_di

0.001 
emergency_department

39/50

-4.2


0.007 
carbon_dioxide_(bica

0.005 
urinalysis,_by_dip_s

0.003 
culture,_bacterial;_

0.003 
unspecified_essentia

0.002 
headache_7840       

0.002 
routine_general_medi

0.002 
acute_pharyngitis_46

0.002 
pharmacologic_manage

0.002 
urinalysis,_by_dip_s

0.002 
urine_pregnancy_test

0.002 
routine_gynelogical_

0.002 
office_or_other_outp

0.002 
acute_sinusitis,_uns

0.002 
hepatitis,_unspecifi

0.002 
lactate_dehydrogenas

24/50

-4.2


0.003 
electrocardiogram,_r

0.002 
pharmacologic_manage

0.002 
office_or_other_outp

0.002 
other_convulsions_78

0.002 
subsequent_hospital_

0.002 
urinalysis,_by_dip_s

0.002 
obsessive-compulsive

0.002 
individual_psychothe

0.001 
office_or_other_outp

0.001 
lipase_c83690       

0.001 
albumin;_serum_c8204

0.001 
collection_of_venous

0.001 
office_or_other_outp

0.001 
phosphatase,_alkalin

0.001 
office_or_other_outp

18/50

-4.1


0.004 
urea_nitrogen;_quant

0.003 
routine_venipuncture

0.003 
lipid_panel_this_pan

0.002 
unspecified_essentia

0.002 
office_or_other_outp

0.002 
basic_metabolic_pane

0.002 
other_and_unspecifie

0.002 
blood_count;_complet

0.002 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
obsessive-compulsive

0.001 
transferase;_asparta

0.001 
sodium;_serum_c84295

0.001 
individual_psychothe

0.001 
glucose;_quantitativ

26/50

-4.1


0.009 
office_or_other_outp

0.009 
malignant_neoplasm_o

0.003 
creatinine;_blood_c8

0.002 
blood_count;_complet

0.002 
phosphorus_inorganic

0.002 
pharmacologic_manage

0.002 
albumin;_serum_c8204

0.002 
type_ii_diabetes_mel

0.002 
office_or_other_outp

0.001 
comprehensive_metabo

0.001 
radiation_treatment_

0.001 
menopausal_or_female

0.001 
unspecified_chest_pa

0.001 
creatine_c82540     

0.001 
lumbago_7242        

45/50

-4.0


0.011 
office_or_other_outp

0.005 
radiotherapy_encount

0.003 
magnesium_c83735    

0.003 
blood_count;_complet

0.003 
malignant_neoplasm_o

0.002 
pharmacologic_manage

0.002 
radiation_treatment_

0.002 
carbon_dioxide_(bica

0.002 
office_or_other_outp

0.002 
folic_acid;_serum_c8

0.002 
chloride;_blood_c824

0.001 
hemoglobin;_glycated

0.001 
comprehensive_metabo

0.001 
phosphorus_inorganic

0.001 
radiation_treatment_

22/50

-3.9


0.005 
office_or_other_outp

0.004 
phosphorus_inorganic

0.003 
sodium;_serum_c84295

0.002 
pharmacologic_manage

0.002 
cholesterol,_serum_o

0.001 
radiologic_examinati

0.001 
comprehensive_metabo

0.001 
chronic_airway_obstr

0.001 
culture,_presumptive

0.001 
thromboplastin_time,

0.001 
obesity,_unspecified

0.001 
transferase;_alanine

0.001 
emergency_department

0.001 
individual_psychothe

0.001 
office_or_other_outp

35/50

-3.8


0.013 
prothrombin_time_c85

0.008 
analysis_of_clinical

0.005 
encounter_for_long-t

0.004 
atrial_fibrillation_

0.003 
office_or_other_outp

0.003 
collection_of_venous

0.003 
routine_venipuncture

0.003 
hemorrhagic_disorder

0.002 
pharmacologic_manage

0.002 
obesity,_unspecified

0.002 
office_or_other_outp

0.001 
albumin;_serum_c8204

0.001 
chloride;_blood_c824

0.001 
transferase;_alanine

0.001 
acute,_but_ill-defin

9/50

-3.8


0.002 
pharmacologic_manage

0.002 
unspecified_essentia

0.002 
screening_for_malign

0.002 
susceptibility_studi

0.002 
level_c88305        

0.002 
collection_of_venous

0.002 
type_ii_diabetes_mel

0.002 
major_depressive_dis

0.001 
office_or_other_outp

0.001 
blood_count;_complet

0.001 
obesity,_unspecified

0.001 
encounter_for_unspec

0.001 
obsessive-compulsive

0.001 
phosphatase,_alkalin

0.001 
glucose;_quantitativ

47/50

-3.8


0.005 
magnesium_c83735    

0.004 
office_or_other_outp

0.003 
office_or_other_outp

0.002 
cholesterol,_serum_o

0.002 
blood_count;_complet

0.002 
blood_count;_complet

0.002 
psychiatric_diagnost

0.001 
chloride;_blood_c824

0.001 
other_malignant_lymp

0.001 
pharmacologic_manage

0.001 
comprehensive_metabo

0.001 
obesity,_unspecified

0.001 
unspecified_chest_pa

0.001 
carbon_dioxide_(bica

0.001 
susceptibility_studi

1/50

-3.7


0.008 
office_or_other_outp

0.005 
magnesium_c83735    

0.003 
blood_count;_complet

0.002 
office_or_other_outp

0.002 
office_or_other_outp

0.001 
pharmacologic_manage

0.001 
comprehensive_metabo

0.001 
folic_acid;_serum_c8

0.001 
type_ii_diabetes_mel

0.001 
carbon_dioxide_(bica

0.001 
blood_count;_complet

0.001 
unspecified_chest_pa

0.001 
chloride;_blood_c824

0.001 
malignant_neoplasm_o

0.001 
obsessive-compulsive

25/50

-3.7


0.013 
radiologic_examinati

0.010 
cholesterol,_serum_o

0.006 
electrocardiogram,_r

0.005 
subsequent_hospital_

0.005 
abdominal_pain,_unsp

0.004 
electrolyte_panel_th

0.003 
radiologic_examinati

0.003 
psychiatric_diagnost

0.003 
rash_and_other_nonsp

0.002 
calcifediol_(25-oh_v

0.002 
culture,_presumptive

0.002 
other_malaise_and_fa

0.002 
transferase;_alanine

0.002 
antibody;_rubella_c8

0.002 
subsequent_hospital_

41/50

-3.7


0.006 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
screening_for_malign

0.002 
major_depressive_dis

0.002 
unspecified_essentia

0.002 
office_or_other_outp

0.001 
hemoglobin;_glycated

0.001 
obsessive-compulsive

0.001 
routine_general_medi

0.001 
bilirubin;_total_c82

0.001 
phosphatase,_alkalin

0.001 
office_or_other_outp

0.001 
type_ii_diabetes_mel

0.001 
culture,_bacterial;_

0.001 
calcium;_total_c8231

6/50

-3.6


0.005 
phosphatase,_alkalin

0.003 
type_ii_diabetes_mel

0.002 
prostate_specific_an

0.002 
office_or_other_outp

0.002 
unspecified_essentia

0.002 
ondansetron_d00867  

0.001 
special_investigatio

0.001 
pharmacologic_manage

0.001 
obsessive-compulsive

0.001 
smear,_primary_sourc

0.001 
creatine_kinase_(ck)

0.001 
office_or_other_outp

0.001 
sodium;_serum_c84295

0.001 
preoperative_examina

0.001 
office_or_other_outp

21/50

-3.5


0.005 
unspecified_essentia

0.004 
basic_metabolic_pane

0.004 
lipid_panel_this_pan

0.004 
lipoprotein,_direct_

0.003 
office_or_other_outp

0.003 
office_or_other_outp

0.002 
type_ii_diabetes_mel

0.002 
sodium;_serum_c84295

0.002 
obsessive-compulsive

0.002 
drug_screen,_qualita

0.002 
lvp_solution_d04128 

0.001 
major_depressive_dis

0.001 
other_and_unspecifie

0.001 
chloride;_blood_c824

0.001 
pharmacologic_manage

32/50

-3.5


0.005 
basic_metabolic_pane

0.003 
unspecified_essentia

0.003 
lipid_panel_this_pan

0.003 
urea_nitrogen;_quant

0.002 
office_or_other_outp

0.002 
creatinine;_blood_c8

0.002 
albumin;_serum_c8204

0.002 
pharmacologic_manage

0.002 
lipoprotein,_direct_

0.002 
coronary_atheroscler

0.002 
other_and_unspecifie

0.002 
office_or_other_outp

0.001 
chloride;_blood_c824

0.001 
radiologic_examinati

0.001 
special_investigatio

33/50

-3.4


0.004 
blood_count;_complet

0.004 
office_or_other_outp

0.002 
chloride;_blood_c824

0.002 
carbon_dioxide_(bica

0.002 
collection_of_venous

0.002 
blood_count;_complet

0.002 
pharmacologic_manage

0.002 
obesity,_unspecified

0.002 
hepatic_function_pan

0.002 
routine_venipuncture

0.001 
prothrombin_time_c85

0.001 
individual_psychothe

0.001 
glucose;_quantitativ

0.001 
other_and_unspecifie

0.001 
office_or_other_outp

23/50

-3.4


0.003 
major_depressive_dis

0.002 
immunocytochemistry_

0.002 
prostate_specific_an

0.002 
smear,_primary_sourc

0.002 
preoperative_examina

0.002 
cardiovascular_stres

0.002 
gonadotropin,_chorio

0.002 
phosphatase,_alkalin

0.002 
other_screening_mamm

0.002 
palpitations_7851   

0.002 
other_and_unspecifie

0.002 
creatine_c82540     

0.002 
cytopathology,_cervi

0.002 
pharmacologic_manage

0.002 
unspecified_otitis_m

43/50

-3.2


0.011 
creatinine;_blood_c8

0.011 
basic_metabolic_pane

0.009 
type_ii_diabetes_mel

0.005 
unspecified_essentia

0.005 
acute_bronchitis_466

0.004 
office_or_other_outp

0.003 
hemoglobin;_glycated

0.003 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
bilirubin;_total_and

0.002 
lipid_panel_this_pan

0.002 
sodium;_serum_c84295

0.002 
other_and_unspecifie

0.001 
diabetes_mellitus_ty

0.001 
prolonged_posttrauma

13/50

-3.2


0.004 
electrocardiogram,_r

0.003 
subsequent_hospital_

0.002 
urinalysis,_by_dip_s

0.002 
psychiatric_diagnost

0.002 
electrolyte_panel_th

0.002 
cholesterol,_serum_o

0.002 
collection_of_venous

0.001 
individual_psychothe

0.001 
radiologic_examinati

0.001 
office_or_other_outp

0.001 
sodium;_serum_c84295

0.001 
pharmacologic_manage

0.001 
other_malaise_and_fa

0.001 
acute_upper_respirat

0.001 
office_or_other_outp

11/50

-3.1


0.005 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
thromboplastin_time,

0.002 
obesity,_unspecified

0.002 
hepatic_function_pan

0.002 
collection_of_venous

0.001 
individual_psychothe

0.001 
sedimentation_rate,_

0.001 
group_psychotherapy_

0.001 
creatinine;_blood_c8

0.001 
chloride;_blood_c824

0.001 
phosphorus_inorganic

0.001 
citalopram_d04332   

0.001 
blood_count;_complet

0.001 
obsessive-compulsive

31/50

-3.1


0.004 
office_or_other_outp

0.003 
blood_count;_complet

0.002 
phosphorus_inorganic

0.002 
chronic_renal_failur

0.002 
psychiatric_diagnost

0.002 
collection_of_venous

0.001 
thromboplastin_time,

0.001 
office_or_other_outp

0.001 
obesity,_unspecified

0.001 
potassium;_serum_c84

0.001 
pharmacologic_manage

0.001 
blood_count;_complet

0.001 
glucose;_quantitativ

0.001 
routine_venipuncture

0.001 
bilirubin;_direct_c8

29/50

-3.0


0.015 
pain_in_limb_7295   

0.008 
therapeutic_procedur

0.007 
cervicalgia_7231    

0.005 
manual_therapy_techn

0.003 
drug_screen,_qualita

0.003 
preoperative_cardiov

0.002 
unspecified_hypothyr

0.002 
office_consultation_

0.002 
asthma,_unspecified_

0.002 
pharmacologic_manage

0.002 
gonadotropin,_chorio

0.002 
encounter_for_unspec

0.002 
unspecified_essentia

0.002 
infectious_agent_ant

0.002 
urine_pregnancy_test

14/50

-2.9


0.005 
backache,_unspecifie

0.004 
acetaminophen-oxycod

0.003 
pharmacologic_manage

0.002 
unspecified_essentia

0.002 
asthma,_unspecified_

0.002 
obesity,_unspecified

0.002 
other_acne_7061     

0.001 
office_or_other_outp

0.001 
individual_psychothe

0.001 
anemia,_unspecified_

0.001 
obsessive-compulsive

0.001 
influenza_virus_vacc

0.001 
comprehensive_metabo

0.001 
esophageal_reflux_53

0.001 
unspecified_affectiv

49/50

-2.9


0.007 
office_or_other_outp

0.002 
bilirubin;_total_c82

0.002 
pharmacologic_manage

0.002 
office_or_other_outp

0.002 
bilirubin;_total_and

0.002 
office_or_other_outp

0.001 
drug_screen,_qualita

0.001 
creatine_c82540     

0.001 
cefazolin_d00007    

0.001 
unspecified_essentia

0.001 
lactate_dehydrogenas

0.001 
office_consultation_

0.001 
asthma,_unspecified_

0.001 
tobacco_use_disorder

0.001 
other_convulsions_78

12/50

-2.8


0.008 
office_or_other_outp

0.004 
phosphorus_inorganic

0.002 
blood_count;_complet

0.002 
malignant_neoplasm_o

0.002 
carbon_dioxide_(bica

0.002 
chloride;_blood_c824

0.001 
blood_count;_complet

0.001 
malignant_neoplasm_o

0.001 
bilirubin;_total_c82

0.001 
office_or_other_outp

0.001 
pharmacologic_manage

0.001 
magnetic_resonance_(

0.001 
type_ii_diabetes_mel

0.001 
obsessive-compulsive

0.001 
malignant_neoplasm_o

38/50

-2.8


0.007 
routine_venipuncture

0.004 
urea_nitrogen;_quant

0.004 
glucose;_quantitativ

0.003 
transferase;_asparta

0.003 
blood_count;_complet

0.003 
at_least_one_prescri

0.002 
cyclobenzaprine_d009

0.002 
cytopathology,_cervi

0.002 
transferase;_alanine

0.002 
need_for_prophylacti

0.002 
manual_therapy_techn

0.002 
creatinine;_blood_c8

0.002 
other_psoriasis_and_

0.002 
office_consultation_

0.002 
therapeutic,_prophyl

48/50

-2.8


0.004 
office_or_other_outp

0.002 
psychiatric_diagnost

0.002 
pharmacologic_manage

0.002 
blood_count;_complet

0.001 
obesity,_unspecified

0.001 
prothrombin_time_c85

0.001 
acute_upper_respirat

0.001 
group_psychotherapy_

0.001 
collection_of_venous

0.001 
office_or_other_outp

0.001 
major_depressive_dis

0.001 
office_or_other_outp

0.001 
electrocardiogram,_r

0.001 
individual_psychothe

0.001 
other_and_unspecifie

10/50

-2.7


0.012 
office_or_other_outp

0.002 
hemoglobin;_glycated

0.002 
folic_acid;_serum_c8

0.002 
level_c88305        

0.002 
office_or_other_outp

0.002 
calcium;_total_c8231

0.002 
office_or_other_outp

0.002 
pharmacologic_manage

0.001 
malignant_neoplasm_o

0.001 
unspecified_essentia

0.001 
infectious_agent_ant

0.001 
albumin;_serum_c8204

0.001 
palpitations_7851   

0.001 
type_ii_diabetes_mel

0.001 
drug_screen,_qualita

46/50

-2.7


0.007 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
screening_mammograph

0.002 
type_ii_diabetes_mel

0.002 
office_or_other_outp

0.001 
calcium;_total_c8231

0.001 
pain_in_limb_7295   

0.001 
office_or_other_outp

0.001 
unspecified_essentia

0.001 
obsessive-compulsive

0.001 
comprehensive_metabo

0.001 
hemoglobin;_glycated

0.001 
major_depressive_dis

0.001 
drug_screen,_qualita

0.001 
unspecified_hypothyr

42/50

-2.7


0.003 
blood_count;_complet

0.002 
glucose;_quantitativ

0.002 
pharmacologic_manage

0.002 
routine_venipuncture

0.001 
office_or_other_outp

0.001 
obesity,_unspecified

0.001 
potassium;_serum_c84

0.001 
other_and_unspecifie

0.001 
office_or_other_outp

0.001 
culture,_bacterial;_

0.001 
collection_of_venous

0.001 
albumin;_serum_c8204

0.001 
obsessive-compulsive

0.001 
office_or_other_outp

0.001 
office_or_other_outp

28/50

-2.5


0.004 
routine_venipuncture

0.003 
urea_nitrogen;_quant

0.002 
unspecified_essentia

0.002 
office_or_other_outp

0.002 
glucose;_quantitativ

0.002 
office_or_other_outp

0.002 
transferase;_asparta

0.002 
lipid_panel_this_pan

0.001 
other_and_unspecifie

0.001 
blood_count;_complet

0.001 
obsessive-compulsive

0.001 
office_or_other_outp

0.001 
potassium;_serum_c84

0.001 
cervical_or_vaginal_

0.001 
sodium;_serum_c84295

8/50

-2.4


0.006 
office_or_other_outp

0.003 
type_ii_diabetes_mel

0.002 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
unspecified_essentia

0.002 
creatinine;_blood_c8

0.002 
office_or_other_outp

0.001 
phosphorus_inorganic

0.001 
cytopathology,_slide

0.001 
citalopram_d04332   

0.001 
hemoglobin;_glycated

0.001 
other_specified_dise

0.001 
office_or_other_outp

0.001 
protein;_total,_exce

0.001 
collection_of_venous

15/50

-2.0


0.010 
culture,_bacterial;_

0.009 
routine_general_medi

0.005 
emergency_department

0.004 
culture,_bacterial;_

0.004 
urinalysis,_by_dip_s

0.004 
amylase_c82150      

0.002 
preoperative_cardiov

0.002 
screening_for_malign

0.002 
blood_count;_complet

0.002 
pregnant_state,_inci

0.002 
infectious_agent_ant

0.002 
pharmacologic_manage

0.002 
glucose;_quantitativ

0.001 
ibuprofen_d00015    

0.001 
urinalysis,_by_dip_s

5/50

-1.6


0.006 
routine_venipuncture

0.004 
urea_nitrogen;_quant

0.003 
glucose;_quantitativ

0.003 
transferase;_asparta

0.003 
blood_count;_complet

0.002 
cervical_or_vaginal_

0.002 
hemoglobin_fractiona

0.002 
other_psoriasis_and_

0.002 
potassium;_serum_c84

0.002 
cyclobenzaprine_d009

0.002 
creatinine;_blood_c8

0.002 
at_least_one_prescri

0.002 
cytopathology,_cervi

0.002 
other_and_unspecifie

0.001 
screening_papanicola

2/50

-1.4


0.004 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
hepatic_function_pan

0.002 
obsessive-compulsive

0.002 
blood_count;_complet

0.001 
obesity,_unspecified

0.001 
chloride;_blood_c824

0.001 
sedimentation_rate,_

0.001 
unspecified_essentia

0.001 
sodium;_serum_c84295

0.001 
thromboplastin_time,

0.001 
carbon_dioxide_(bica

0.001 
comprehensive_metabo

0.001 
other_and_unspecifie

0.001 
susceptibility_studi

34/50

-1.4


0.004 
backache,_unspecifie

0.003 
acetaminophen-oxycod

0.003 
pain_in_limb_7295   

0.002 
unspecified_essentia

0.002 
pharmacologic_manage

0.002 
office_or_other_outp

0.002 
office_or_other_outp

0.002 
major_depressive_dis

0.001 
office_consultation_

0.001 
type_ii_diabetes_mel

0.001 
unlisted_chemistry_p

0.001 
cervicalgia_7231    

0.001 
lumbago_7242        

0.001 
uric_acid;_blood_c84

0.001 
creatine_kinase_(ck)

0/50

-0.8


0.003 
triglycerides_c84478

0.003 
radiologic_examinati

0.002 
abdominal_pain,_unsp

0.002 
office_or_other_outp

0.002 
potassium;_serum_c84

0.002 
blood_count;_complet

0.002 
major_depressive_dis

0.002 
pharmacologic_manage

0.002 
unspecified_idiopath

0.001 
subsequent_hospital_

0.001 
mylagia_and_myositis

0.001 
hepatitis_c_antibody

0.001 
hemogram,_automated_

0.001 
psychiatric_diagnost

0.001 
gabapentin_d03182   

4/50

-0.5


0.005 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
hepatic_function_pan

0.002 
urinalysis,_by_dip_s

0.002 
bilirubin;_total_and

0.001 
blood_count;_complet

0.001 
collection_of_venous

0.001 
office_or_other_outp

0.001 
obsessive-compulsive

0.001 
chloride;_blood_c824

0.001 
unspecified_essentia

0.001 
obesity,_unspecified

0.001 
blood_count;_complet

0.001 
major_depressive_dis

0.001 
sodium;_serum_c84295

20/50

0.6


0.004 
office_or_other_outp

0.002 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
nortriptyline_c80182

0.002 
office_or_other_outp

0.002 
drug_screen,_qualita

0.001 
collection_of_venous

0.001 
immunization_adminis

0.001 
headache_7840       

0.001 
backache,_unspecifie

0.001 
major_depressive_dis

0.001 
lactate_dehydrogenas

0.001 
other_screening_mamm

0.001 
type_ii_diabetes_mel

0.001 
glucose;_quantitativ

19/50

1.5


0.003 
headache_7840       

0.002 
office_or_other_outp

0.002 
blood,_occult,_by_pe

0.002 
culture,_bacterial;_

0.002 
ibuprofen_d00015    

0.002 
culture,_bacterial;_

0.002 
office_or_other_outp

0.002 
carbon_dioxide_(bica

0.002 
abdominal_pain,_gene

0.002 
thyroxine;_free_c844

0.002 
obesity,_unspecified

0.002 
urinalysis,_by_dip_s

0.001 
other_chest_pain_786

0.001 
hemogram,_automated_

0.001 
bilirubin;_total_c82