LEGEND_NAME = logistic_regr

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = escitalopram

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_9_interpretation.txt
--- top neg features for task escitalopram
rank   1/5126  feat_uid    490  coef     -0.060671 X:tobacco_use_disorder_3051
rank   2/5126  feat_uid   4921  coef     -0.036023 X:pregnant_state+_incidental_v222
rank   3/5126  feat_uid     31  coef     -0.032974 X:chronic_hepatitis_c_without_mention_of_hepatic_coma_07054
rank   4/5126  feat_uid   2811  coef     -0.032115 X:drug_screen+_qualitative;_multiple_drug_classes_chromatographic_method+_each_procedure_c80100
rank   5/5126  feat_uid   2878  coef     -0.031589 X:creatine_c82540
rank   6/5126  feat_uid   2968  coef     -0.025849 X:potassium;_serum_c84132
rank   7/5126  feat_uid   3651  coef     -0.025584 X:ibuprofen_d00015
rank   8/5126  feat_uid   3821  coef     -0.023747 X:omeprazole_d00325
rank   9/5126  feat_uid   5063  coef     -0.020886 X:routine_general_medical_examination_at_a_health_care_facility_v700
rank  10/5126  feat_uid   3516  coef     -0.020675 X:office_or_other_outpatient_visit_for_the_evaluation_and_management_of_an_established_patient+_which_requires_at_least_two_of_these_three_key_components:_a_problem_focused_history;_a_problem_focused_examination;_straightforward_medical_decision_making._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_self_limited_or_minor._physicians_typically_spend_10_minutes_face-to-face_with_the_patient_and/or_family._c99212
rank  11/5126  feat_uid   3515  coef     -0.019487 X:office_or_other_outpatient_visit_for_the_evaluation_and_management_of_an_established_patient+_that_may_not_require_the_presence_of_a_physician._usually+_the_presenting_problem(s)_are_minimal._typically+_5_minutes_are_spent_performing_or_supervising_these_services._c99211
rank  12/5126  feat_uid   4085  coef     -0.015791 X:acetaminophen-oxycodone_d03431
rank  13/5126  feat_uid   4942  coef     -0.014548 X:encounter_for_unspecified_contraceptive_management_v259
rank  14/5126  feat_uid   4083  coef     -0.013584 X:acetaminophen-hydrocodone_d03428
rank  15/5126  feat_uid    338  coef     -0.013305 X:obesity+_unspecified_27800
rank  16/5126  feat_uid   3269  coef     -0.012189 X:individual_psychotherapy+_insight_oriented+_behavior_modifying_and/or_supportive+_in_an_office_or_outpatient_facility+_approximately_20_to_30_minutes_face-to-face_with_the_patient_c90804
rank  17/5126  feat_uid    408  coef     -0.010694 X:schizo-affective_type_schizophrenia+_unspecified_state_29570
rank  18/5126  feat_uid   3785  coef     -0.009962 X:hydrochlorothiazide_d00253
rank  19/5126  feat_uid   3231  coef     -0.009820 X:immunization_administration_(includes_percutaneous+_intradermal+_subcutaneous+_intramuscular_and_jet_injections);_one_vaccine_(single_or_combination_vaccine/toxoid)_c90471
rank  20/5126  feat_uid   3517  coef     -0.009436 X:office_or_other_outpatient_visit_for_the_evaluation_and_management_of_an_established_patient+_which_requires_at_least_two_of_these_three_key_components:_an_expanded_problem_focused_history;_an_expanded_problem_focused_examination;_medical_decision_making_of_low_complexity._counseling_and_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_low_to_moderate_severity._physicians_typically_spend_15_minutes_face-to-face_with_the_patient_and/or_family_c99213

--- top pos features for task escitalopram
rank   1/5126  feat_uid   3738  coef      0.035978 X:lansoprazole_d00149
rank   2/5126  feat_uid     62  coef      0.026932 X:malignant_neoplasm_of_mouth+_unspecified_1459
rank   3/5126  feat_uid   3281  coef      0.020913 X:psychotherapy+_45_minutes_with_patient_and/or_family_member_c90834
rank   4/5126  feat_uid   1438  coef      0.018674 X:osteoarthrosis+_unspecified_whether_generalized_or_localized+_involving_hand_71594
rank   5/5126  feat_uid    177  coef      0.018344 X:benign_neoplasm_of_skin_of_trunk+_except_scrotum_2165
rank   6/5126  feat_uid    738  coef      0.018034 X:subarachnoid_hemorrhage_430
rank   7/5126  feat_uid    456  coef      0.017189 X:phobia+_unspecified_30020
rank   8/5126  feat_uid   5066  coef      0.016552 X:examination_for_normal_comparison_or_control_in_clinical_research_v707
rank   9/5126  feat_uid   2823  coef      0.016435 X:tacrolimus_c80197
rank  10/5126  feat_uid    114  coef      0.016410 X:malignant_neoplasm_of_other_specified_sites_of_bladder_1888
rank  11/5126  feat_uid   1411  coef      0.015398 X:other_dyschromia_70909
rank  12/5126  feat_uid   3625  coef      0.015198 X:at_least_one_prescription_created_during_the_encounter_was_generated_and_transmitted_electronically_using_a_qualified_erx_system_cg8553
rank  13/5126  feat_uid   1215  coef      0.014575 X:infertility+_female+_of_unspecified_origin_6289
rank  14/5126  feat_uid    217  coef      0.013498 X:polycythemia_vera_2384
rank  15/5126  feat_uid    363  coef      0.013294 X:anemia_in_neoplastic_disease_28522
rank  16/5126  feat_uid   1901  coef      0.012485 X:fracture+_closed+_colles'_81341
rank  17/5126  feat_uid    118  coef      0.012224 X:malignant_neoplasm_of_cerebrum+_except_lobes_and_ventricles_1910
rank  18/5126  feat_uid   3308  coef      0.012150 X:electrocardiogram+_routine_ecg_with_at_least_12_leads;_with_interpretation_and_report_c93000
rank  19/5126  feat_uid   1512  coef      0.011883 X:cervical_spondylosis_without_myelopathy_7210
rank  20/5126  feat_uid    507  coef      0.011621 X:bulimia_30751