LEGEND_NAME = logistic_regr

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = duloxetine

amitriptylinebupropioncitalopram
duloxetineescitalopramfluoxetine
mirtazapinenortriptylineparoxetine
sertralinevenlafaxine

FRAC_LABELS = 1

1

N_STATES = nan

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/psych_traj_20170727/20171007baselines-feature_arr_names=X-classifier_name=logistic_regression-class_weight_opts=none/1/clf_10_interpretation.txt
--- top neg features for task duloxetine
rank   1/5126  feat_uid   5063  coef     -0.130252 X:routine_general_medical_examination_at_a_health_care_facility_v700
rank   2/5126  feat_uid   5104  coef     -0.056517 X:screening_for_malignant_neoplasms_of_the_cervix_v762
rank   3/5126  feat_uid   2830  coef     -0.038898 X:urinalysis+_by_dip_stick_or_tablet_reagent_for_bilirubin+_glucose+_hemoglobin+_ketones+_leukocytes+_nitrite+_ph+_protein+_specific_gravity+_urobilinogen+_any_number_of_these_constituents;_non-automated+_without_microscopy_c81002
rank   4/5126  feat_uid   3155  coef     -0.015579 X:infectious_agent_antigen_detection_by_enzyme_immunoassay_technique+_qualitative_or_semiquantitative+_multiple_step_method;_hepatitis_b_surface_antigen_(hbsag)_c87340
rank   5/5126  feat_uid   3592  coef     -0.014747 X:routine_venipuncture_for_collection_of_specimen(s)_cg0001
rank   6/5126  feat_uid   2811  coef     -0.014648 X:drug_screen+_qualitative;_multiple_drug_classes_chromatographic_method+_each_procedure_c80100
rank   7/5126  feat_uid    683  coef     -0.014466 X:coronary_atherosclerosis_of_unspecified_type_of_vessel+_native_or_graft_41400
rank   8/5126  feat_uid    859  coef     -0.013853 X:pneumonia+_organism_unspecified_486
rank   9/5126  feat_uid   1596  coef     -0.012895 X:muscle_weakness_72887
rank  10/5126  feat_uid   3157  coef     -0.010768 X:infectious_agent_detection_by_nucleic_acid_(dna_or_rna);_chlamydia_trachomatis+_amplified_probe_technique_c87491
rank  11/5126  feat_uid    449  coef     -0.010582 X:anxiety_state+_unspecified_30000
rank  12/5126  feat_uid    524  coef     -0.009690 X:depressive_disorder+_not_elsewhere_classified_311
rank  13/5126  feat_uid   3905  coef     -0.009415 X:albuterol_d00749
rank  14/5126  feat_uid   2857  coef     -0.009359 X:bilirubin;_total_and_direct_c82251
rank  15/5126  feat_uid    901  coef     -0.009331 X:other_diseases_of_lung+_not_elsewhere_classified_51889
rank  16/5126  feat_uid    665  coef     -0.008941 X:unspecified_essential_hypertension_4019
rank  17/5126  feat_uid   2903  coef     -0.008661 X:glucose;_quantitative+_blood_(except_reagent_strip)_c82947
rank  18/5126  feat_uid   2994  coef     -0.008635 X:thyroid_stimulating_hormone_(tsh)_c84443
rank  19/5126  feat_uid   2873  coef     -0.008024 X:cholesterol+_serum_or_whole_blood+_total_c82465
rank  20/5126  feat_uid   4211  coef     -0.007779 X:lvp_solution_d04128

--- top pos features for task duloxetine
rank   1/5126  feat_uid   3539  coef      0.083022 X:office_consultation_for_a_new_or_established_patient+_which_requires_these_three_key_components:_a_comprehensive_history;_a_comprehensive_examination;_and_medical_decision_making_of_moderate_complexity._counseling_and/or_coordination_of_care_with_other_providers_or_agencies_are_provided_consistent_with_the_nature_of_the_problem(s)_and_the_patient's_and/or_family's_needs._usually+_the_presenting_problem(s)_are_of_moderate_to_high_severity._physicians_typically_spend_60_minutes_face-to-face_with_the_patient_and/or_family._c99244
rank   2/5126  feat_uid   4054  coef      0.078665 X:gabapentin_d03182
rank   3/5126  feat_uid   4353  coef      0.037538 X:pregabalin_d05508
rank   4/5126  feat_uid   3823  coef      0.033558 X:oxycodone_d00329
rank   5/5126  feat_uid   1552  coef      0.032958 X:polymyalgia_rheumatica_725
rank   6/5126  feat_uid   1604  coef      0.030671 X:pain_in_limb_7295
rank   7/5126  feat_uid    798  coef      0.027617 X:embolism_and_thrombosis_of_other_specified_veins_4538
rank   8/5126  feat_uid   1696  coef      0.025226 X:disturbance_of_skin_sensation_7820
rank   9/5126  feat_uid   1601  coef      0.025144 X:mylagia_and_myositis+_unspecified_7291
rank  10/5126  feat_uid    144  coef      0.024167 X:secondary_malignant_neoplasm_of_other_specified_sites_19889
rank  11/5126  feat_uid   1691  coef      0.023074 X:abnormality_of_gait_7812
rank  12/5126  feat_uid   1520  coef      0.020564 X:displacement_of_lumbar_intervertebral_disc_without_myelopathy_72210
rank  13/5126  feat_uid   3267  coef      0.020489 X:psychiatric_diagnostic_interview_examination_c90801
rank  14/5126  feat_uid   1526  coef      0.017680 X:degeneration_of_lumbar_or_lumbosacral_intervertebral_disc_72252
rank  15/5126  feat_uid   1396  coef      0.017544 X:ulcer_of_lower_limb+_unspecified_70710
rank  16/5126  feat_uid    422  coef      0.016721 X:major_depressive_disorder+_recurrent_episode+_severe_degree+_without_mention_of_psychotic_behavior_29633
rank  17/5126  feat_uid   3809  coef      0.015453 X:morphine_d00308
rank  18/5126  feat_uid   3760  coef      0.014292 X:clonazepam_d00197
rank  19/5126  feat_uid   2808  coef      0.013942 X:lipid_panel_this_panel_must_include_the_following:_cholesterol+_serum+_total_(82465)_lipoprotein+_direct_measurement+_high_density_cholesterol_(hdl_cholesterol)_(83718)_triglycerides_(84478)_c80061
rank  20/5126  feat_uid    543  coef      0.013369 X:paralysis_agitans_3320