LEGEND_NAME = ourBP_sLDA

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = duloxetine

amitriptylinebupropioncitalopram
duloxetineescitalopramfluoxetine
mirtazapinenortriptylineparoxetine
sertralinevenlafaxine

FRAC_LABELS = 1

1

N_STATES = 100.0

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/psych_traj_20170727/20171012bpfrbest-mod_name=slda__tf-frac_labels=1.000-n_states=100-alpha=1.0100-tau=1.0100-lambda_w=000.001-init_name=bestauc_gibbs_K100_f1.000-weight_x=0.0-weight_y=0001.0-qinit=0.1-decay_rate=adam-step_size=0.1000-n_batches=20/2/lap0000005.000_topic_model_snapshot

83/100

-13.4


0.002 
major_depressive_dis

0.002 
office_or_other_outp

0.002 
anxiety_state,_unspe

0.002 
office_or_other_outp

0.002 
unspecified_essentia

0.001 
routine_general_medi

0.001 
individual_psychothe

0.001 
routine_venipuncture

0.001 
lactate_dehydrogenas

0.001 
pharmacologic_manage

0.001 
screening_for_malign

0.001 
handling_and/or_conv

0.001 
thyroid_stimulating_

0.001 
other_screening_mamm

0.001 
therapeutic_procedur

22/100

-10.8


0.003 
pharmacologic_manage

0.003 
individual_psychothe

0.003 
anxiety_state,_unspe

0.002 
glucose;_quantitativ

0.002 
urea_nitrogen;_quant

0.002 
routine_venipuncture

0.002 
blood_count;_complet

0.002 
major_depressive_dis

0.001 
subsequent_hospital_

0.001 
asthma,_unspecified_

0.001 
vaginitis_and_vulvov

0.001 
basic_metabolic_pane

0.001 
other_and_unspecifie

0.001 
unspecified_chest_pa

0.001 
potassium;_serum_c84

99/100

-9.6


0.005 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
office_or_other_outp

0.002 
bilirubin;_total_and

0.002 
office_or_other_outp

0.002 
routine_venipuncture

0.002 
office_or_other_outp

0.001 
gases,_blood,_any_co

0.001 
lipase_c83690       

0.001 
headache_7840       

0.001 
individual_psychothe

0.001 
major_depressive_dis

0.001 
collection_of_venous

0.001 
emergency_department

0.001 
pure_hypercholestero

21/100

-8.8


0.004 
office_or_other_outp

0.002 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
routine_general_medi

0.002 
major_depressive_dis

0.002 
individual_psychothe

0.001 
asthma,_unspecified_

0.001 
screening_for_malign

0.001 
depressive_disorder,

0.001 
lump_or_mass_in_brea

0.001 
triglycerides_c84478

0.001 
anxiety_state,_unspe

0.001 
type_ii_diabetes_mel

0.001 
dysplasia_of_cervix_

0.001 
emergency_department

18/100

-8.2


0.006 
blood_count;_complet

0.003 
pharmacologic_manage

0.002 
anemia,_unspecified_

0.002 
anxiety_state,_unspe

0.002 
major_depressive_dis

0.002 
individual_psychothe

0.002 
urinalysis,_by_dip_s

0.002 
unspecified_essentia

0.002 
office_or_other_outp

0.002 
iron_binding_capacit

0.002 
creatine_c82540     

0.002 
office_or_other_outp

0.001 
ferritin_c82728     

0.001 
type_ii_diabetes_mel

0.001 
special_investigatio

33/100

-8.2


0.003 
urea_nitrogen;_quant

0.003 
glucose;_quantitativ

0.003 
screening_mammograph

0.002 
other_and_unspecifie

0.002 
routine_venipuncture

0.002 
cytopathology,_cervi

0.002 
blood_count;_complet

0.002 
creatinine;_blood_c8

0.002 
transferase;_asparta

0.002 
manual_therapy_techn

0.002 
at_least_one_prescri

0.002 
troponin,_qualitativ

0.002 
phosphatase,_alkalin

0.001 
transferase;_alanine

0.001 
subsequent_hospital_

86/100

-8.0


0.017 
unspecified_essentia

0.006 
lipid_panel_this_pan

0.005 
gonadotropin,_chorio

0.004 
obesity,_unspecified

0.003 
major_depressive_dis

0.003 
urine_pregnancy_test

0.003 
pharmacologic_manage

0.003 
office_or_other_outp

0.003 
individual_psychothe

0.002 
basic_metabolic_pane

0.002 
asthma,_unspecified_

0.002 
unspecified_affectiv

0.002 
other_and_unspecifie

0.002 
blood_count;_blood_s

0.002 
encounter_for_unspec

32/100

-7.8


0.003 
glucose;_quantitativ

0.003 
routine_venipuncture

0.002 
urea_nitrogen;_quant

0.002 
pharmacologic_manage

0.002 
screening_mammograph

0.002 
creatinine;_blood_c8

0.002 
individual_psychothe

0.002 
blood_count;_complet

0.002 
other_and_unspecifie

0.002 
subsequent_hospital_

0.002 
cytopathology,_cervi

0.002 
potassium;_serum_c84

0.001 
anxiety_state,_unspe

0.001 
transferase;_asparta

0.001 
subsequent_hospital_

46/100

-7.5


0.006 
office_or_other_outp

0.003 
office_or_other_outp

0.002 
major_depressive_dis

0.002 
pharmacologic_manage

0.001 
drug_screen,_qualita

0.001 
office_or_other_outp

0.001 
chronic_airway_obstr

0.001 
lipase_c83690       

0.001 
carbon_dioxide_(bica

0.001 
levothyroxine_d00278

0.001 
handling_and/or_conv

0.001 
office_or_other_outp

0.001 
folic_acid;_serum_c8

0.001 
bilirubin;_total_and

0.001 
nonspecific_abnormal

97/100

-7.0


0.004 
individual_psychothe

0.003 
office_or_other_outp

0.003 
pharmacologic_manage

0.003 
routine_general_medi

0.002 
major_depressive_dis

0.002 
unspecified_essentia

0.002 
adjustment_reaction_

0.002 
ferritin_c82728     

0.002 
anxiety_state,_unspe

0.001 
culture,_bacterial;_

0.001 
depressive_disorder,

0.001 
unspecified_hypothyr

0.001 
coronary_atheroscler

0.001 
office_or_other_outp

0.001 
group_psychotherapy_

65/100

-6.9


0.005 
office_or_other_outp

0.004 
culture,_bacterial;_

0.003 
pharmacologic_manage

0.003 
other_suspected_mate

0.002 
albumin;_serum_c8204

0.002 
screening_for_malign

0.002 
culture,_bacterial;_

0.002 
triglycerides_c84478

0.002 
periodic_comprehensi

0.002 
office_or_other_outp

0.002 
alcohol_abuse,_unspe

0.002 
ibuprofen_d00015    

0.002 
pregnant_state,_inci

0.002 
need_for_prophylacti

0.002 
chloride;_blood_c824

81/100

-6.7


0.007 
office_or_other_outp

0.005 
office_or_other_outp

0.004 
pharmacologic_manage

0.002 
chronic_airway_obstr

0.002 
handling_and/or_conv

0.001 
group_psychotherapy_

0.001 
unspecified_essentia

0.001 
office_or_other_outp

0.001 
calcium;_total_c8231

0.001 
major_depressive_dis

0.001 
hemoglobin;_glycated

0.001 
prostate_specific_an

0.001 
troponin,_quantitati

0.001 
alcohol_abuse,_unspe

0.001 
cytopathology,_cervi

57/100

-6.0


0.003 
pharmacologic_manage

0.002 
phosphorus_inorganic

0.002 
office_or_other_outp

0.002 
blood_count;_complet

0.002 
psychiatric_diagnost

0.002 
individual_psychothe

0.002 
major_depressive_dis

0.001 
blood_count;_complet

0.001 
routine_venipuncture

0.001 
collection_of_venous

0.001 
glucose;_quantitativ

0.001 
comprehensive_metabo

0.001 
adjustment_reaction_

0.001 
unspecified_chest_pa

0.001 
liver_replaced_by_tr

47/100

-5.9


0.004 
unspecified_essentia

0.002 
pharmacologic_manage

0.002 
routine_venipuncture

0.002 
office_or_other_outp

0.002 
office_or_other_outp

0.002 
anxiety_state,_unspe

0.002 
major_depressive_dis

0.002 
individual_psychothe

0.002 
office_or_other_outp

0.001 
lipid_panel_this_pan

0.001 
urea_nitrogen;_quant

0.001 
asthma,_unspecified_

0.001 
glucose;_quantitativ

0.001 
cytopathology,_cervi

0.001 
unspecified_affectiv

12/100

-5.9


0.003 
blood_count;_complet

0.002 
pharmacologic_manage

0.002 
major_depressive_dis

0.002 
adjustment_reaction_

0.002 
routine_venipuncture

0.002 
collection_of_venous

0.002 
individual_psychothe

0.002 
unspecified_essentia

0.001 
other_and_unspecifie

0.001 
hepatic_function_pan

0.001 
office_or_other_outp

0.001 
infectious_agent_ant

0.001 
type_ii_diabetes_mel

0.001 
need_for_prophylacti

0.001 
depressive_disorder,

79/100

-5.9


0.004 
pharmacologic_manage

0.003 
culture,_bacterial;_

0.003 
office_or_other_outp

0.003 
asthma,_unspecified_

0.002 
culture,_bacterial;_

0.002 
periodic_comprehensi

0.002 
office_or_other_outp

0.002 
unspecified_essentia

0.002 
major_depressive_dis

0.002 
drug_screen,_qualita

0.002 
albumin;_serum_c8204

0.002 
triglycerides_c84478

0.002 
infectious_agent_det

0.001 
infectious_agent_det

0.001 
chloride;_blood_c824

71/100

-5.9


0.003 
cardiac_pacemaker_in

0.003 
individual_psychothe

0.002 
office_or_other_outp

0.002 
sinoatrial_node_dysf

0.002 
major_depressive_dis

0.002 
asthma,_unspecified_

0.002 
anxiety_state,_unspe

0.002 
pharmacologic_manage

0.002 
depressive_disorder,

0.001 
influenza_virus_vacc

0.001 
aortic_valve_disorde

0.001 
type_ii_diabetes_mel

0.001 
collection_of_venous

0.001 
radiologic_examinati

0.001 
routine_venipuncture

11/100

-5.6


0.004 
thyroid_stimulating_

0.004 
infertility,_female,

0.003 
pharmacologic_manage

0.003 
collection_of_venous

0.003 
individual_psychothe

0.002 
routine_venipuncture

0.002 
major_depressive_dis

0.002 
anxiety_state,_unspe

0.001 
office_or_other_outp

0.001 
asthma,_unspecified_

0.001 
office_or_other_outp

0.001 
lisinopril_d00732   

0.001 
unspecified_essentia

0.001 
coronary_atheroscler

0.001 
unspecified_affectiv

93/100

-5.3


0.015 
other_suspected_mate

0.005 
blood_count;_complet

0.003 
pharmacologic_manage

0.003 
screening_for_malign

0.002 
culture,_bacterial;_

0.002 
individual_psychothe

0.002 
major_depressive_dis

0.002 
anxiety_state,_unspe

0.002 
glucose;_quantitativ

0.001 
office_or_other_outp

0.001 
culture,_bacterial;_

0.001 
group_psychotherapy_

0.001 
depressive_disorder,

0.001 
hemogram,_automated_

0.001 
unspecified_essentia

95/100

-5.2


0.003 
blood_count;_complet

0.002 
phosphorus_inorganic

0.002 
blood_count;_complet

0.002 
other_malignant_lymp

0.002 
office_or_other_outp

0.002 
psychiatric_diagnost

0.002 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
chronic_airway_obstr

0.002 
individual_psychothe

0.001 
asthma,_unspecified_

0.001 
unspecified_essentia

0.001 
chemotherapy_encount

0.001 
lactate_dehydrogenas

0.001 
group_psychotherapy_

72/100

-5.2


0.005 
unspecified_essentia

0.003 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
lipid_panel_this_pan

0.002 
basic_metabolic_pane

0.002 
other_and_unspecifie

0.002 
asthma,_unspecified_

0.001 
individual_psychothe

0.001 
unspecified_affectiv

0.001 
anxiety_state,_unspe

0.001 
collection_of_venous

0.001 
office_or_other_outp

0.001 
office_or_other_outp

0.001 
psychiatric_diagnost

0.001 
benign_essential_hyp

62/100

-5.1


0.006 
culture,_bacterial;_

0.005 
blood_count;_complet

0.004 
screening_for_malign

0.004 
pharmacologic_manage

0.003 
culture,_bacterial;_

0.002 
periodic_comprehensi

0.002 
acute_bronchitis_466

0.002 
unspecified_essentia

0.002 
therapeutic_procedur

0.002 
glucose;_quantitativ

0.002 
pain_in_joint_involv

0.002 
major_depressive_dis

0.001 
at_least_one_prescri

0.001 
abdominal_pain,_unsp

0.001 
prolonged_posttrauma

9/100

-5.0


0.004 
pharmacologic_manage

0.002 
office_or_other_outp

0.002 
psychiatric_diagnost

0.002 
collection_of_venous

0.002 
office_or_other_outp

0.002 
individual_psychothe

0.002 
major_depressive_dis

0.002 
routine_venipuncture

0.001 
office_or_other_outp

0.001 
blood_count;_complet

0.001 
type_ii_diabetes_mel

0.001 
asthma,_unspecified_

0.001 
unspecified_affectiv

0.001 
routine_general_medi

0.001 
unspecified_essentia

61/100

-4.9


0.019 
individual_psychothe

0.003 
routine_general_medi

0.003 
hemoglobin;_glycated

0.002 
lipoprotein,_direct_

0.002 
level_c88305        

0.002 
generalized_anxiety_

0.002 
neurotic_depression_

0.002 
routine_gynelogical_

0.002 
iron_binding_capacit

0.002 
cough_7862          

0.002 
depressive_disorder,

0.002 
urinalysis,_by_dip_s

0.001 
uric_acid;_blood_c84

0.001 
anemia,_unspecified_

0.001 
unlisted_chemistry_p

17/100

-4.9


0.011 
prothrombin_time_c85

0.011 
atrial_fibrillation_

0.006 
encounter_for_long-t

0.003 
routine_venipuncture

0.003 
collection_of_venous

0.002 
anxiety_state,_unspe

0.002 
pharmacologic_manage

0.002 
individual_psychothe

0.002 
office_or_other_outp

0.002 
type_ii_diabetes_mel

0.001 
major_depressive_dis

0.001 
other_malaise_and_fa

0.001 
emergency_department

0.001 
unspecified_essentia

0.001 
cough_7862          

36/100

-4.9


0.009 
type_ii_diabetes_mel

0.007 
basic_metabolic_pane

0.006 
electrolyte_panel_th

0.006 
office_or_other_outp

0.004 
hemoglobin;_glycated

0.004 
pharmacologic_manage

0.003 
major_depressive_dis

0.002 
collection_of_venous

0.002 
other_and_unspecifie

0.002 
gonadotropin,_chorio

0.002 
subsequent_hospital_

0.002 
type_i_diabetes_mell

0.002 
postoperative_follow

0.002 
unspecified_essentia

0.002 
individual_psychothe

49/100

-4.8


0.003 
office_or_other_outp

0.002 
drug_screen,_qualita

0.002 
thromboplastin_time,

0.002 
opioid_type_dependen

0.002 
pharmacologic_manage

0.002 
emergency_department

0.002 
office_or_other_outp

0.002 
depressive_disorder,

0.002 
lactate_dehydrogenas

0.002 
collection_of_venous

0.001 
unspecified_drug_dep

0.001 
unspecified_essentia

0.001 
office_or_other_outp

0.001 
routine_venipuncture

0.001 
calcium;_total_c8231

63/100

-4.7


0.003 
blood_count;_complet

0.003 
pharmacologic_manage

0.002 
individual_psychothe

0.002 
blood_count;_complet

0.002 
major_depressive_dis

0.002 
office_or_other_outp

0.002 
unspecified_essentia

0.001 
chronic_renal_failur

0.001 
depressive_disorder,

0.001 
group_psychotherapy_

0.001 
other_and_unspecifie

0.001 
office_or_other_outp

0.001 
anxiety_state,_unspe

0.001 
routine_venipuncture

0.001 
lump_or_mass_in_brea

91/100

-4.6


0.009 
malignant_neoplasm_o

0.004 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
transferase;_alanine

0.002 
psychiatric_diagnost

0.002 
blood_count;_complet

0.002 
office_or_other_outp

0.002 
blood_count;_complet

0.002 
phosphorus_inorganic

0.001 
cytopathology,_cervi

0.001 
major_depressive_dis

0.001 
individual_psychothe

0.001 
unspecified_affectiv

0.001 
comprehensive_metabo

0.001 
office_or_other_outp

58/100

-4.6


0.004 
office_or_other_outp

0.003 
pharmacologic_manage

0.003 
chronic_airway_obstr

0.002 
office_or_other_outp

0.002 
drug_screen,_qualita

0.002 
major_depressive_dis

0.002 
albumin;_serum_c8204

0.002 
sodium;_serum_c84295

0.002 
unspecified_affectiv

0.002 
office_or_other_outp

0.002 
hemoglobin;_glycated

0.001 
coronary_atheroscler

0.001 
lipoprotein,_direct_

0.001 
lipid_panel_this_pan

0.001 
radiologic_examinati

13/100

-4.5


0.004 
other_and_unspecifie

0.003 
pharmacologic_manage

0.003 
major_depressive_dis

0.002 
lipid_panel_this_pan

0.002 
routine_venipuncture

0.002 
transferase;_asparta

0.002 
sodium;_serum_c84295

0.002 
individual_psychothe

0.002 
therapeutic_procedur

0.002 
type_ii_diabetes_mel

0.002 
carbon_dioxide_(bica

0.002 
office_or_other_outp

0.002 
screening_papanicola

0.002 
asthma,_unspecified_

0.002 
chloride;_blood_c824

6/100

-4.5


0.012 
unspecified_problems

0.007 
non-covered_item_or_

0.004 
office_or_other_outp

0.003 
office_or_other_outp

0.002 
hepatic_function_pan

0.002 
pharmacologic_manage

0.002 
sertraline_d00880   

0.002 
pain_in_joint_involv

0.002 
sodium;_serum_c84295

0.002 
hemoglobin;_glycated

0.001 
emergency_department

0.001 
lipoprotein,_direct_

0.001 
routine_venipuncture

0.001 
office_or_other_outp

0.001 
phosphatase,_alkalin

82/100

-4.4


0.004 
office_or_other_outp

0.003 
pharmacologic_manage

0.003 
office_or_other_outp

0.002 
major_depressive_dis

0.002 
type_ii_diabetes_mel

0.002 
office_or_other_outp

0.002 
collection_of_venous

0.002 
carbon_dioxide_(bica

0.001 
influenza_virus_vacc

0.001 
chloride;_blood_c824

0.001 
routine_venipuncture

0.001 
sodium;_serum_c84295

0.001 
asthma,_unspecified_

0.001 
handling_and/or_conv

0.001 
anxiety_state,_unspe

70/100

-4.4


0.003 
individual_psychothe

0.003 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
cholesterol,_serum_o

0.002 
major_depressive_dis

0.002 
office_or_other_outp

0.002 
type_ii_diabetes_mel

0.001 
adjustment_reaction_

0.001 
electrocardiogram,_r

0.001 
unspecified_essentia

0.001 
collection_of_venous

0.001 
chloride;_blood_c824

0.001 
carbon_dioxide_(bica

0.001 
office_or_other_outp

0.001 
depressive_disorder,

80/100

-4.3


0.004 
pharmacologic_manage

0.002 
major_depressive_dis

0.002 
office_or_other_outp

0.002 
routine_gynelogical_

0.002 
anxiety_state,_unspe

0.002 
individual_psychothe

0.002 
drug_screen,_qualita

0.001 
prostate_specific_an

0.001 
office_or_other_outp

0.001 
esophageal_reflux_53

0.001 
chronic_airway_obstr

0.001 
asthma,_unspecified_

0.001 
unspecified_chest_pa

0.001 
abdominal_pain,_unsp

0.001 
levothyroxine_d00278

8/100

-4.3


0.004 
pharmacologic_manage

0.003 
office_or_other_outp

0.003 
office_or_other_outp

0.002 
individual_psychothe

0.002 
phosphorus_inorganic

0.002 
malignant_neoplasm_o

0.001 
psychiatric_diagnost

0.001 
blood_count;_complet

0.001 
major_depressive_dis

0.001 
office_or_other_outp

0.001 
chloride;_blood_c824

0.001 
comprehensive_metabo

0.001 
radiologic_examinati

0.001 
carbon_dioxide_(bica

0.001 
group_psychotherapy_

64/100

-4.3


0.002 
individual_psychothe

0.002 
pharmacologic_manage

0.002 
thromboplastin_time,

0.002 
glucose;_quantitativ

0.002 
unspecified_essentia

0.002 
major_depressive_dis

0.001 
office_or_other_outp

0.001 
electrocardiogram,_r

0.001 
cervicalgia_7231    

0.001 
routine_venipuncture

0.001 
cholesterol,_serum_o

0.001 
depressive_disorder,

0.001 
other_malaise_and_fa

0.001 
unspecified_pleural_

0.001 
collection_of_venous

7/100

-4.1


0.009 
individual_psychothe

0.006 
prolonged_posttrauma

0.003 
thromboplastin_time,

0.003 
other_and_unspecifie

0.002 
emergency_department

0.002 
borderline_personali

0.002 
routine_venipuncture

0.001 
glucose;_quantitativ

0.001 
other_convulsions_78

0.001 
triglycerides_c84478

0.001 
office_or_other_outp

0.001 
pain_in_limb_7295   

0.001 
ferritin_c82728     

0.001 
unspecified_essentia

0.001 
influenza_virus_vacc

45/100

-4.0


0.003 
pharmacologic_manage

0.003 
office_or_other_outp

0.002 
office_or_other_outp

0.002 
psychiatric_diagnost

0.002 
malignant_neoplasm_o

0.002 
phosphorus_inorganic

0.002 
office_or_other_outp

0.002 
individual_psychothe

0.001 
magnesium_c83735    

0.001 
blood_count;_complet

0.001 
chloride;_blood_c824

0.001 
comprehensive_metabo

0.001 
major_depressive_dis

0.001 
office_or_other_outp

0.001 
blood_count;_complet

90/100

-3.9


0.006 
radiation_treatment_

0.005 
radiotherapy_encount

0.003 
individual_psychothe

0.003 
pharmacologic_manage

0.002 
thromboplastin_time,

0.002 
office_or_other_outp

0.002 
continuing_medical_p

0.002 
radiation_treatment_

0.002 
radiation_treatment_

0.002 
major_depressive_dis

0.002 
magnesium_c83735    

0.001 
office_or_other_outp

0.001 
depressive_disorder,

0.001 
unspecified_essentia

0.001 
anxiety_state,_unspe

88/100

-3.8


0.003 
unspecified_chest_pa

0.002 
pharmacologic_manage

0.002 
individual_psychothe

0.002 
glucose;_quantitativ

0.002 
office_or_other_outp

0.002 
major_depressive_dis

0.001 
bilirubin;_total_and

0.001 
bilirubin;_total_c82

0.001 
hemogram,_automated_

0.001 
creatinine;_blood_c8

0.001 
subsequent_hospital_

0.001 
depressive_disorder,

0.001 
urea_nitrogen;_quant

0.001 
comprehensive_metabo

0.001 
adjustment_reaction_

24/100

-3.8


0.002 
office_or_other_outp

0.002 
blood_count;_complet

0.002 
blood_count;_complet

0.002 
pharmacologic_manage

0.002 
individual_psychothe

0.002 
magnesium_c83735    

0.002 
psychiatric_diagnost

0.002 
office_or_other_outp

0.002 
subsequent_hospital_

0.002 
unspecified_essentia

0.002 
cholesterol,_serum_o

0.001 
office_or_other_outp

0.001 
lactate_dehydrogenas

0.001 
chloride;_blood_c824

0.001 
carbon_dioxide_(bica

19/100

-3.8


0.007 
office_or_other_outp

0.004 
asthma,_unspecified_

0.002 
unspecified_essentia

0.002 
pharmacologic_manage

0.002 
major_depressive_dis

0.001 
triglycerides_c84478

0.001 
transferase;_alanine

0.001 
calcium;_total_c8231

0.001 
unspecified_affectiv

0.001 
allergic_rhinitis_du

0.001 
aspirin_d00170      

0.001 
individual_psychothe

0.001 
office_or_other_outp

0.001 
comprehensive_metabo

0.001 
cyanocobalamin_(vita

59/100

-3.8


0.009 
therapeutic_procedur

0.006 
manual_therapy_techn

0.003 
backache,_unspecifie

0.003 
asthma,_unspecified_

0.003 
anxiety_state,_unspe

0.003 
unspecified_essentia

0.002 
office_consultation_

0.002 
pharmacologic_manage

0.002 
major_depressive_dis

0.002 
phosphatase,_alkalin

0.002 
individual_psychothe

0.002 
calcium;_total_c8231

0.002 
unspecified_hypothyr

0.002 
office_or_other_outp

0.001 
type_ii_diabetes_mel

56/100

-3.7


0.015 
thyroid_stimulating_

0.005 
unspecified_hypothyr

0.004 
pharmacologic_manage

0.003 
individual_psychothe

0.003 
type_ii_diabetes_mel

0.003 
culture,_bacterial;_

0.002 
therapeutic_procedur

0.002 
unspecified_essentia

0.002 
asthma,_unspecified_

0.002 
major_depressive_dis

0.002 
collection_of_venous

0.002 
manual_therapy_techn

0.002 
routine_venipuncture

0.002 
lumbago_7242        

0.002 
adjustment_reaction_

14/100

-3.6


0.004 
unspecified_affectiv

0.003 
pharmacologic_manage

0.003 
attention_deficit_di

0.002 
electrocardiogram,_r

0.002 
depressive_disorder,

0.002 
unspecified_essentia

0.002 
lactate_dehydrogenas

0.002 
attention_deficit_di

0.001 
benign_essential_hyp

0.001 
other_malaise_and_fa

0.001 
cytopathology,_cervi

0.001 
thromboplastin_time,

0.001 
office_or_other_outp

0.001 
asthma,_unspecified_

0.001 
emergency_department

34/100

-3.5


0.003 
pharmacologic_manage

0.002 
emergency_department

0.002 
individual_psychothe

0.002 
other_convulsions_78

0.002 
office_or_other_outp

0.002 
emergency_department

0.002 
blood_count;_complet

0.002 
potassium;_serum_c84

0.002 
unspecified_essentia

0.002 
office_or_other_outp

0.001 
anxiety_state,_unspe

0.001 
unspecified_hypothyr

0.001 
carbon_dioxide_(bica

0.001 
chloride;_blood_c824

0.001 
type_ii_diabetes_mel

50/100

-3.5


0.004 
prothrombin_time_c85

0.003 
pharmacologic_manage

0.003 
collection_of_venous

0.003 
routine_venipuncture

0.003 
individual_psychothe

0.002 
major_depressive_dis

0.002 
unspecified_essentia

0.001 
unspecified_affectiv

0.001 
other_malaise_and_fa

0.001 
anxiety_state,_unspe

0.001 
depressive_disorder,

0.001 
psychiatric_diagnost

0.001 
thromboplastin_time,

0.001 
obesity,_unspecified

0.001 
acute_upper_respirat

52/100

-3.4


0.003 
pharmacologic_manage

0.003 
thyroid_stimulating_

0.002 
office_or_other_outp

0.002 
unspecified_essentia

0.002 
collection_of_venous

0.002 
office_or_other_outp

0.002 
routine_venipuncture

0.002 
individual_psychothe

0.001 
major_depressive_dis

0.001 
office_or_other_outp

0.001 
lactate_dehydrogenas

0.001 
unspecified_affectiv

0.001 
psychiatric_diagnost

0.001 
anxiety_state,_unspe

0.001 
office_or_other_outp

53/100

-3.4


0.009 
individual_psychothe

0.006 
adjustment_reaction_

0.002 
routine_general_medi

0.002 
triglycerides_c84478

0.002 
hemoglobin;_glycated

0.001 
depressive_disorder,

0.001 
unlisted_chemistry_p

0.001 
unspecified_hypothyr

0.001 
ferritin_c82728     

0.001 
cough_7862          

0.001 
amylase_c82150      

0.001 
iron_binding_capacit

0.001 
type_ii_diabetes_mel

0.001 
urinalysis,_by_dip_s

0.001 
routine_gynelogical_

20/100

-3.3


0.005 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
major_depressive_dis

0.002 
individual_psychothe

0.002 
office_or_other_outp

0.002 
asthma,_unspecified_

0.002 
unspecified_essentia

0.001 
screening_for_malign

0.001 
anxiety_state,_unspe

0.001 
level_c88305        

0.001 
lump_or_mass_in_brea

0.001 
type_ii_diabetes_mel

0.001 
triglycerides_c84478

0.001 
other_and_unspecifie

0.001 
susceptibility_studi

60/100

-3.3


0.003 
individual_psychothe

0.003 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
comprehensive_metabo

0.002 
psychiatric_diagnost

0.002 
radiologic_examinati

0.002 
major_depressive_dis

0.001 
magnesium_c83735    

0.001 
office_or_other_outp

0.001 
critical_care,_evalu

0.001 
sodium;_serum_c84295

0.001 
phosphorus_inorganic

0.001 
office_or_other_outp

0.001 
unspecified_essentia

0.001 
type_ii_diabetes_mel

76/100

-3.3


0.003 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
individual_psychothe

0.002 
basic_metabolic_pane

0.002 
screening_for_malign

0.002 
comprehensive_metabo

0.002 
anxiety_state,_unspe

0.002 
major_depressive_dis

0.002 
office_or_other_outp

0.001 
asthma,_unspecified_

0.001 
creatinine;_blood_c8

0.001 
psychiatric_diagnost

0.001 
office_or_other_outp

0.001 
unspecified_chest_pa

0.001 
depressive_disorder,

89/100

-3.2


0.004 
radiologic_examinati

0.003 
carbon_dioxide_(bica

0.003 
pharmacologic_manage

0.003 
glucose;_quantitativ

0.003 
phosphatase,_alkalin

0.002 
office_or_other_outp

0.002 
comprehensive_metabo

0.002 
individual_psychothe

0.002 
subsequent_hospital_

0.002 
cholesterol,_serum_o

0.002 
major_depressive_dis

0.001 
unspecified_chest_pa

0.001 
subsequent_hospital_

0.001 
critical_care,_evalu

0.001 
radiologic_examinati

78/100

-3.2


0.004 
pharmacologic_manage

0.003 
thyroid_stimulating_

0.003 
unspecified_essentia

0.002 
bipolar_affective_di

0.002 
electrocardiogram,_r

0.002 
thromboplastin_time,

0.002 
citalopram_d04332   

0.002 
bipolar_affective_di

0.002 
emergency_department

0.002 
office_or_other_outp

0.002 
collection_of_venous

0.002 
adjustment_reaction_

0.002 
tobacco_use_disorder

0.002 
lactate_dehydrogenas

0.001 
emergency_department

84/100

-3.2


0.006 
anxiety_state,_unspe

0.004 
depressive_disorder,

0.002 
office_or_other_outp

0.002 
asthma,_unspecified_

0.002 
acute_upper_respirat

0.002 
routine_venipuncture

0.002 
therapeutic,_prophyl

0.001 
cellulitis_and_absce

0.001 
urinary_tract_infect

0.001 
culture,_bacterial;_

0.001 
level_c88305        

0.001 
unspecified_essentia

0.001 
transferase;_asparta

0.001 
hepatitis,_unspecifi

0.001 
iron_binding_capacit

2/100

-3.2


0.003 
pharmacologic_manage

0.002 
individual_psychothe

0.002 
office_or_other_outp

0.002 
office_or_other_outp

0.002 
psychiatric_diagnost

0.002 
blood_count;_complet

0.002 
magnesium_c83735    

0.002 
major_depressive_dis

0.002 
malignant_neoplasm_o

0.001 
unspecified_essentia

0.001 
blood_count;_complet

0.001 
office_or_other_outp

0.001 
depressive_disorder,

0.001 
comprehensive_metabo

0.001 
carbon_dioxide_(bica

16/100

-3.1


0.003 
thyroid_stimulating_

0.002 
pharmacologic_manage

0.002 
routine_venipuncture

0.002 
collection_of_venous

0.002 
office_or_other_outp

0.002 
unspecified_essentia

0.002 
individual_psychothe

0.002 
major_depressive_dis

0.002 
prothrombin_time_c85

0.001 
other_and_unspecifie

0.001 
depressive_disorder,

0.001 
culture,_bacterial;_

0.001 
office_or_other_outp

0.001 
type_ii_diabetes_mel

0.001 
anxiety_state,_unspe

67/100

-3.1


0.012 
analysis_of_clinical

0.012 
prothrombin_time_c85

0.004 
hemorrhagic_disorder

0.004 
routine_venipuncture

0.003 
collection_of_venous

0.003 
pharmacologic_manage

0.002 
encounter_for_long-t

0.002 
individual_psychothe

0.002 
major_depressive_dis

0.002 
aortic_valve_disorde

0.002 
acute,_but_ill-defin

0.002 
anxiety_state,_unspe

0.002 
office_or_other_outp

0.001 
other_malaise_and_fa

0.001 
office_or_other_outp

26/100

-3.1


0.003 
carbon_dioxide_(bica

0.003 
anxiety_state,_unspe

0.002 
pharmacologic_manage

0.002 
basic_metabolic_pane

0.002 
coronary_atheroscler

0.002 
radiologic_examinati

0.002 
major_depressive_dis

0.002 
unspecified_essentia

0.002 
individual_psychothe

0.001 
lipid_panel_this_pan

0.001 
glucose;_quantitativ

0.001 
urea_nitrogen;_quant

0.001 
coronary_atheroscler

0.001 
albumin;_serum_c8204

0.001 
dexamethasone_d00206

98/100

-3.0


0.006 
obsessive-compulsive

0.006 
individual_psychothe

0.004 
routine_general_medi

0.004 
panic_disorder_30001

0.002 
office_or_other_outp

0.002 
unspecified_essentia

0.002 
agoraphobia_with_pan

0.002 
triglycerides_c84478

0.001 
unspecified_hypothyr

0.001 
asthma,_unspecified_

0.001 
phosphatase,_alkalin

0.001 
other_convulsions_78

0.001 
emergency_department

0.001 
infectious_agent_ant

0.001 
office_or_other_outp

1/100

-3.0


0.003 
unspecified_chest_pa

0.003 
pharmacologic_manage

0.002 
individual_psychothe

0.002 
office_or_other_outp

0.002 
major_depressive_dis

0.002 
depressive_disorder,

0.002 
adjustment_reaction_

0.002 
anxiety_state,_unspe

0.001 
glucose;_quantitativ

0.001 
urea_nitrogen;_quant

0.001 
asthma,_unspecified_

0.001 
at_least_one_prescri

0.001 
creatinine;_blood_c8

0.001 
chronic_airway_obstr

0.001 
unspecified_hypothyr

74/100

-2.9


0.004 
pharmacologic_manage

0.003 
individual_psychothe

0.003 
unspecified_chest_pa

0.002 
office_or_other_outp

0.002 
adjustment_reaction_

0.002 
major_depressive_dis

0.002 
depressive_disorder,

0.001 
benign_essential_hyp

0.001 
urea_nitrogen;_quant

0.001 
glucose;_quantitativ

0.001 
electrocardiogram,_r

0.001 
creatinine;_blood_c8

0.001 
generalized_anxiety_

0.001 
chronic_airway_obstr

0.001 
anxiety_state,_unspe

39/100

-2.9


0.006 
office_or_other_outp

0.003 
routine_general_medi

0.002 
unspecified_essentia

0.002 
pharmacologic_manage

0.002 
major_depressive_dis

0.002 
other_and_unspecifie

0.002 
drug_screen,_qualita

0.002 
infectious_agent_ant

0.002 
level_c88305        

0.001 
hemoglobin;_glycated

0.001 
asthma,_unspecified_

0.001 
office_or_other_outp

0.001 
urinalysis,_by_dip_s

0.001 
unspecified_hypothyr

0.001 
calcium;_total_c8231

75/100

-2.9


0.006 
other_psoriasis_and_

0.003 
photochemotherapy;_t

0.003 
office_or_other_outp

0.003 
individual_psychothe

0.003 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
major_depressive_dis

0.002 
regional_enteritis_o

0.002 
drug_screen,_qualita

0.001 
blood_count;_complet

0.001 
potassium;_serum_c84

0.001 
lipoprotein,_direct_

0.001 
emergency_department

0.001 
comprehensive_metabo

0.001 
unspecified_essentia

94/100

-2.9


0.003 
blood_count;_complet

0.003 
pharmacologic_manage

0.002 
office_or_other_outp

0.002 
individual_psychothe

0.002 
office_or_other_outp

0.002 
phosphorus_inorganic

0.002 
malignant_neoplasm_o

0.002 
malignant_neoplasm_o

0.002 
blood_count;_complet

0.002 
carbon_dioxide_(bica

0.002 
psychiatric_diagnost

0.001 
chloride;_blood_c824

0.001 
major_depressive_dis

0.001 
unspecified_essentia

0.001 
depressive_disorder,

28/100

-2.9


0.004 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
sodium;_serum_c84295

0.002 
lump_or_mass_in_brea

0.002 
individual_psychothe

0.002 
major_depressive_dis

0.002 
other_and_unspecifie

0.001 
asthma,_unspecified_

0.001 
unspecified_essentia

0.001 
anxiety_state,_unspe

0.001 
unspecified_hypothyr

0.001 
transferase;_asparta

0.001 
depressive_disorder,

0.001 
level_c88305        

0.001 
office_or_other_outp

69/100

-2.8


0.006 
office_or_other_outp

0.003 
asthma,_unspecified_

0.003 
pharmacologic_manage

0.002 
drug_screen,_qualita

0.002 
office_or_other_outp

0.002 
major_depressive_dis

0.001 
calcium;_total_c8231

0.001 
anxiety_state,_unspe

0.001 
office_or_other_outp

0.001 
unspecified_essentia

0.001 
other_and_unspecifie

0.001 
hemoglobin;_glycated

0.001 
unspecified_affectiv

0.001 
handling_and/or_conv

0.001 
level_c88305        

0/100

-2.8


0.003 
pharmacologic_manage

0.002 
thyroid_stimulating_

0.002 
office_or_other_outp

0.002 
office_or_other_outp

0.002 
carbon_dioxide_(bica

0.002 
unspecified_essentia

0.002 
chloride;_blood_c824

0.002 
collection_of_venous

0.002 
office_or_other_outp

0.002 
individual_psychothe

0.001 
routine_venipuncture

0.001 
major_depressive_dis

0.001 
adjustment_reaction_

0.001 
multiple_sclerosis_3

0.001 
electrolyte_panel_th

77/100

-2.8


0.006 
rheumatoid_arthritis

0.004 
office_or_other_outp

0.003 
pharmacologic_manage

0.003 
pernicious_anemia_28

0.002 
major_depressive_dis

0.002 
therapeutic,_prophyl

0.002 
individual_psychothe

0.002 
unspecified_essentia

0.001 
office_or_other_outp

0.001 
cyanocobalamin_d0041

0.001 
type_ii_diabetes_mel

0.001 
psychiatric_diagnost

0.001 
pain_in_limb_7295   

0.001 
electrocardiogram,_r

0.001 
bilirubin;_total_and

92/100

-2.5


0.003 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
sodium;_serum_c84295

0.002 
individual_psychothe

0.002 
office_or_other_outp

0.002 
major_depressive_dis

0.002 
prostate_specific_an

0.002 
unspecified_essentia

0.002 
malignant_neoplasm_o

0.001 
psychiatric_diagnost

0.001 
unspecified_hypothyr

0.001 
depressive_disorder,

0.001 
type_ii_diabetes_mel

0.001 
asthma,_unspecified_

0.001 
basic_metabolic_pane

87/100

-2.5


0.004 
congestive_heart_fai

0.003 
pharmacologic_manage

0.003 
individual_psychothe

0.003 
office_or_other_outp

0.002 
basic_metabolic_pane

0.002 
electrolyte_panel_th

0.002 
major_depressive_dis

0.002 
radiologic_examinati

0.002 
comprehensive_metabo

0.002 
lipase_c83690       

0.002 
cholesterol,_serum_o

0.002 
carbon_dioxide_(bica

0.002 
chloride;_blood_c824

0.001 
psychiatric_diagnost

0.001 
albumin;_urine,_micr

25/100

-2.5


0.006 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
psychiatric_diagnost

0.002 
office_or_other_outp

0.002 
office_or_other_outp

0.002 
other_specified_dise

0.002 
unspecified_essentia

0.001 
lipoprotein,_direct_

0.001 
phosphatase,_alkalin

0.001 
major_depressive_dis

0.001 
comprehensive_metabo

0.001 
asthma,_unspecified_

0.001 
other_and_unspecifie

0.001 
albumin;_serum_c8204

0.001 
ingrowing_nail_7030 

5/100

-2.4


0.005 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
major_depressive_dis

0.002 
individual_psychothe

0.002 
office_or_other_outp

0.001 
unspecified_affectiv

0.001 
asthma,_unspecified_

0.001 
office_or_other_outp

0.001 
pain_in_limb_7295   

0.001 
unspecified_essentia

0.001 
comprehensive_metabo

0.001 
psychiatric_diagnost

0.001 
depressive_disorder,

0.001 
triglycerides_c84478

0.001 
malignant_neoplasm_o

35/100

-2.4


0.003 
pharmacologic_manage

0.002 
individual_psychothe

0.002 
basic_metabolic_pane

0.002 
major_depressive_dis

0.002 
office_or_other_outp

0.002 
unspecified_essentia

0.002 
type_ii_diabetes_mel

0.002 
routine_venipuncture

0.002 
office_or_other_outp

0.001 
prothrombin_time_c85

0.001 
comprehensive_metabo

0.001 
psychiatric_diagnost

0.001 
anxiety_state,_unspe

0.001 
collection_of_venous

0.001 
asthma,_unspecified_

68/100

-2.3


0.004 
radiotherapy_encount

0.004 
intensity_modulated_

0.002 
office_or_other_outp

0.002 
magnesium_c83735    

0.002 
pharmacologic_manage

0.002 
office_or_other_outp

0.002 
individual_psychothe

0.002 
psychiatric_diagnost

0.002 
thromboplastin_time,

0.002 
comprehensive_metabo

0.001 
office_or_other_outp

0.001 
chloride;_blood_c824

0.001 
office_or_other_outp

0.001 
major_depressive_dis

0.001 
carbon_dioxide_(bica

23/100

-2.2


0.004 
pharmacologic_manage

0.003 
office_or_other_outp

0.002 
individual_psychothe

0.002 
blood_count;_complet

0.002 
obesity,_unspecified

0.001 
depressive_disorder,

0.001 
collection_of_venous

0.001 
anxiety_state,_unspe

0.001 
immunization_adminis

0.001 
routine_venipuncture

0.001 
unspecified_affectiv

0.001 
acute_upper_respirat

0.001 
lipoprotein,_direct_

0.001 
sodium;_serum_c84295

0.001 
albuterol_d00749    

55/100

-2.1


0.003 
prostate_specific_an

0.003 
urine_pregnancy_test

0.003 
major_depressive_dis

0.003 
pharmacologic_manage

0.003 
unspecified_essentia

0.002 
other_screening_mamm

0.002 
individual_psychothe

0.002 
asthma,_unspecified_

0.002 
screening_for_malign

0.002 
influenza_virus_vacc

0.002 
type_ii_diabetes_mel

0.001 
adjustment_reaction_

0.001 
unspecified_affectiv

0.001 
routine_general_medi

0.001 
chloride;_blood_c824

44/100

-2.1


0.003 
chloride;_blood_c824

0.003 
pharmacologic_manage

0.003 
office_or_other_outp

0.002 
culture,_bacterial;_

0.002 
major_depressive_dis

0.002 
culture,_bacterial;_

0.002 
individual_psychothe

0.002 
special_investigatio

0.002 
anxiety_state,_unspe

0.002 
unspecified_essentia

0.002 
asthma,_unspecified_

0.002 
transferase;_asparta

0.001 
infectious_agent_ant

0.001 
urinalysis,_by_dip_s

0.001 
irregular_menstrual_

31/100

-2.0


0.005 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
individual_psychothe

0.002 
major_depressive_dis

0.001 
office_or_other_outp

0.001 
comprehensive_metabo

0.001 
asthma,_unspecified_

0.001 
unspecified_hypothyr

0.001 
group_psychotherapy_

0.001 
office_or_other_outp

0.001 
psychiatric_diagnost

0.001 
pain_in_limb_7295   

0.001 
unspecified_affectiv

0.001 
depressive_disorder,

0.001 
prostate_specific_an

15/100

-1.9


0.004 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
asthma,_unspecified_

0.002 
office_or_other_outp

0.002 
major_depressive_dis

0.002 
individual_psychothe

0.001 
comprehensive_metabo

0.001 
office_or_other_outp

0.001 
psychiatric_diagnost

0.001 
unspecified_essentia

0.001 
group_psychotherapy_

0.001 
phosphatase,_alkalin

0.001 
malignant_neoplasm_o

0.001 
depressive_disorder,

0.001 
pain_in_limb_7295   

96/100

-1.8


0.005 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
unspecified_essentia

0.002 
individual_psychothe

0.002 
pain_in_joint_involv

0.002 
office_or_other_outp

0.001 
major_depressive_dis

0.001 
drug_screen,_qualita

0.001 
asthma,_unspecified_

0.001 
office_or_other_outp

0.001 
calcium;_total_c8231

0.001 
potassium;_serum_c84

0.001 
depressive_disorder,

0.001 
prostate_specific_an

0.001 
unspecified_affectiv

40/100

-1.8


0.005 
human_immunodeficien

0.003 
blood_count;_complet

0.003 
office_or_other_outp

0.003 
individual_psychothe

0.003 
pharmacologic_manage

0.002 
t_cells;_absolute_cd

0.002 
major_depressive_dis

0.002 
blood_count;_complet

0.002 
asymptomatic_human_i

0.002 
unspecified_affectiv

0.001 
unspecified_essentia

0.001 
adjustment_reaction_

0.001 
comprehensive_metabo

0.001 
other_and_unspecifie

0.001 
group_psychotherapy_

38/100

-1.7


0.011 
major_depressive_dis

0.008 
pharmacologic_manage

0.004 
type_ii_diabetes_mel

0.003 
unspecified_essentia

0.003 
susceptibility_studi

0.003 
pain_in_limb_7295   

0.003 
cytopathology,_cervi

0.003 
routine_general_medi

0.002 
iron_binding_capacit

0.002 
level_c88305        

0.002 
office_or_other_outp

0.002 
malignant_neoplasm_o

0.002 
unspecified_fall_e88

0.002 
thromboplastin_time,

0.002 
sedimentation_rate,_

48/100

-1.5


0.004 
pharmacologic_manage

0.003 
chronic_renal_failur

0.003 
complications_of_tra

0.003 
blood_count;_complet

0.002 
psychiatric_diagnost

0.002 
office_or_other_outp

0.002 
individual_psychothe

0.002 
blood_count;_complet

0.002 
phosphorus_inorganic

0.002 
cyclosporine_c80158 

0.002 
collection_of_venous

0.002 
kidney_replaced_by_t

0.002 
major_depressive_dis

0.001 
routine_venipuncture

0.001 
unspecified_chest_pa

85/100

-1.5


0.002 
pharmacologic_manage

0.002 
individual_psychothe

0.002 
office_or_other_outp

0.002 
blood_count;_complet

0.002 
major_depressive_dis

0.002 
psychiatric_diagnost

0.001 
office_or_other_outp

0.001 
prothrombin_time_c85

0.001 
unspecified_chest_pa

0.001 
depressive_disorder,

0.001 
type_ii_diabetes_mel

0.001 
collection_of_venous

0.001 
routine_venipuncture

0.001 
unspecified_essentia

0.001 
blood_count;_complet

30/100

-1.5


0.004 
group_psychotherapy_

0.003 
depressive_disorder,

0.002 
electrocardiogram,_r

0.002 
type_ii_diabetes_mel

0.002 
acute_upper_respirat

0.001 
adjustment_reaction_

0.001 
uric_acid;_blood_c84

0.001 
prostate_specific_an

0.001 
other_malaise_and_fa

0.001 
routine_venipuncture

0.001 
ferritin_c82728     

0.001 
thromboplastin_time,

0.001 
thyroid_stimulating_

0.001 
influenza_virus_vacc

0.001 
emergency_department

4/100

-1.4


0.003 
office_or_other_outp

0.002 
pharmacologic_manage

0.002 
collection_of_venous

0.002 
type_ii_diabetes_mel

0.002 
routine_venipuncture

0.002 
psychiatric_diagnost

0.002 
other_and_unspecifie

0.002 
basic_metabolic_pane

0.002 
office_or_other_outp

0.002 
electrocardiogram,_r

0.002 
unspecified_affectiv

0.001 
hemoglobin;_glycated

0.001 
albumin;_serum_c8204

0.001 
major_depressive_dis

0.001 
creatinine;_blood_c8

41/100

-1.4


0.003 
office_or_other_outp

0.003 
individual_psychothe

0.003 
magnesium_c83735    

0.003 
psychiatric_diagnost

0.003 
office_or_other_outp

0.002 
office_or_other_outp

0.002 
blood_count;_complet

0.002 
comprehensive_metabo

0.001 
smear,_primary_sourc

0.001 
other_and_unspecifie

0.001 
carbon_dioxide_(bica

0.001 
encounter_for_antine

0.001 
anemia,_unspecified_

0.001 
prostate_specific_an

0.001 
azithromycin_d00091 

42/100

-1.4


0.006 
office_or_other_outp

0.005 
office_or_other_outp

0.003 
pharmacologic_manage

0.003 
office_or_other_outp

0.002 
major_depressive_dis

0.002 
type_ii_diabetes_mel

0.002 
handling_and/or_conv

0.002 
asthma,_unspecified_

0.002 
cytopathology,_cervi

0.002 
collection_of_venous

0.001 
sodium;_serum_c84295

0.001 
chloride;_blood_c824

0.001 
emergency_department

0.001 
phosphatase,_alkalin

0.001 
protein;_total,_exce

37/100

-1.1


0.003 
pharmacologic_manage

0.003 
headache_7840       

0.002 
office_or_other_outp

0.002 
office_or_other_outp

0.002 
migraine,_unspecifie

0.002 
major_depressive_dis

0.001 
individual_psychothe

0.001 
other_and_unspecifie

0.001 
cervicalgia_7231    

0.001 
type_ii_diabetes_mel

0.001 
unspecified_affectiv

0.001 
unspecified_idiopath

0.001 
encounter_for_antine

0.001 
office_or_other_outp

0.001 
phosphatase,_alkalin

43/100

-0.9


0.003 
urea_nitrogen;_quant

0.003 
cytopathology,_cervi

0.003 
screening_mammograph

0.003 
routine_venipuncture

0.003 
glucose;_quantitativ

0.003 
subsequent_hospital_

0.002 
manual_therapy_techn

0.002 
transferase;_asparta

0.002 
creatinine;_blood_c8

0.002 
lipid_panel_this_pan

0.002 
need_for_prophylacti

0.002 
at_least_one_prescri

0.002 
routine_gynelogical_

0.002 
potassium;_serum_c84

0.002 
subsequent_hospital_

51/100

-0.9


0.003 
pharmacologic_manage

0.003 
office_or_other_outp

0.002 
office_or_other_outp

0.002 
major_depressive_dis

0.002 
cervicalgia_7231    

0.002 
anxiety_state,_unspe

0.002 
comprehensive_metabo

0.002 
adjustment_reaction_

0.002 
individual_psychothe

0.001 
office_or_other_outp

0.001 
type_ii_diabetes_mel

0.001 
sodium;_serum_c84295

0.001 
depressive_disorder,

0.001 
chronic_airway_obstr

0.001 
headache_7840       

10/100

-0.4


0.003 
pharmacologic_manage

0.003 
office_or_other_outp

0.003 
individual_psychothe

0.002 
major_depressive_dis

0.002 
type_ii_diabetes_mel

0.002 
adjustment_reaction_

0.002 
unspecified_chest_pa

0.002 
collection_of_venous

0.002 
office_or_other_outp

0.001 
blood_count;_complet

0.001 
psychiatric_diagnost

0.001 
cervicalgia_7231    

0.001 
routine_venipuncture

0.001 
bilirubin;_total_c82

0.001 
carbon_dioxide_(bica

3/100

-0.4


0.004 
office_or_other_outp

0.003 
pharmacologic_manage

0.002 
major_depressive_dis

0.002 
individual_psychothe

0.002 
office_or_other_outp

0.002 
depressive_disorder,

0.001 
asthma,_unspecified_

0.001 
comprehensive_metabo

0.001 
creatinine;_blood_c8

0.001 
unspecified_essentia

0.001 
drug_screen,_qualita

0.001 
group_psychotherapy_

0.001 
office_or_other_outp

0.001 
psychiatric_diagnost

0.001 
potassium;_serum_c84

73/100

-0.4


0.003 
pharmacologic_manage

0.003 
blood_count;_complet

0.003 
individual_psychothe

0.002 
office_or_other_outp

0.002 
blood_count;_complet

0.002 
psychiatric_diagnost

0.002 
type_ii_diabetes_mel

0.002 
major_depressive_dis

0.001 
comprehensive_metabo

0.001 
office_or_other_outp

0.001 
multiple_myeloma_wit

0.001 
lactate_dehydrogenas

0.001 
sodium;_serum_c84295

0.001 
unspecified_chest_pa

0.001 
cervicalgia_7231    

29/100

-0.2


0.003 
pharmacologic_manage

0.003 
office_or_other_outp

0.002 
prostate_specific_an

0.002 
backache,_unspecifie

0.002 
anxiety_state,_unspe

0.002 
adjustment_reaction_

0.002 
headache_7840       

0.002 
transferase;_asparta

0.002 
major_depressive_dis

0.002 
unspecified_essentia

0.002 
lumbago_7242        

0.002 
office_or_other_outp

0.001 
asthma,_unspecified_

0.001 
individual_psychothe

0.001 
level_v_-_surgical_p

27/100

-0.1


0.008 
subsequent_hospital_

0.005 
individual_psychothe

0.004 
carbon_dioxide_(bica

0.003 
subsequent_hospital_

0.003 
pharmacologic_manage

0.003 
subsequent_hospital_

0.003 
office_or_other_outp

0.002 
chloride;_blood_c824

0.002 
radiologic_examinati

0.002 
comprehensive_metabo

0.002 
unspecified_chest_pa

0.002 
major_depressive_dis

0.002 
cholesterol,_serum_o

0.001 
influenza_virus_vacc

0.001 
anxiety_state,_unspe

66/100

0.0


0.003 
pharmacologic_manage

0.003 
individual_psychothe

0.003 
office_or_other_outp

0.002 
office_or_other_outp

0.002 
major_depressive_dis

0.002 
routine_venipuncture

0.002 
collection_of_venous

0.001 
psychiatric_diagnost

0.001 
thromboplastin_time,

0.001 
phosphatase,_alkalin

0.001 
thyroid_stimulating_

0.001 
unspecified_affectiv

0.001 
asthma,_unspecified_

0.001 
office_or_other_outp

0.001 
glucose;_quantitativ

54/100

0.8


0.004 
individual_psychothe

0.003 
unspecified_chest_pa

0.002 
pharmacologic_manage

0.002 
cervicalgia_7231    

0.002 
glucose;_quantitativ

0.002 
type_ii_diabetes_mel

0.002 
major_depressive_dis

0.002 
bilirubin;_total_c82

0.002 
potassium;_serum_c84

0.001 
bilirubin;_total_and

0.001 
coronary_atheroscler

0.001 
psychiatric_diagnost

0.001 
blood_count;_complet

0.001 
hepatitis,_unspecifi

0.001 
routine_venipuncture