LEGEND_NAME = logistic_regr

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = paroxetine

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_5_interpretation.txt
--- top neg features for task paroxetine
rank   1/5126  feat_uid   3539  coef     -0.069754 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   3708  coef     -0.058299 X:azithromycin_d00091
rank   3/5126  feat_uid   3573  coef     -0.041261 X:periodic_comprehensive_preventive_medicine_reevaluation_and_management_of_an_individual_including_an_age_and_gender_appropriate_history+_examination+_counseling/anticipatory_guidance/risk_factor_reduction_interventions+_and_the_ordering_of_appropriate_immunization(s)+_laboratory/diagnostic_procedures+_established_patient;_18-39_years_c99395
rank   4/5126  feat_uid   3625  coef     -0.037299 X:at_least_one_prescription_created_during_the_encounter_was_generated_and_transmitted_electronically_using_a_qualified_erx_system_cg8553
rank   5/5126  feat_uid   3267  coef     -0.032060 X:psychiatric_diagnostic_interview_examination_c90801
rank   6/5126  feat_uid   3823  coef     -0.030300 X:oxycodone_d00329
rank   7/5126  feat_uid   4083  coef     -0.029493 X:acetaminophen-hydrocodone_d03428
rank   8/5126  feat_uid   3308  coef     -0.027498 X:electrocardiogram+_routine_ecg_with_at_least_12_leads;_with_interpretation_and_report_c93000
rank   9/5126  feat_uid   3519  coef     -0.024383 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_comprehensive_history;_a_comprehensive_examination;_medical_decision_making_of_high_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_40_minutes_face-to-face_with_the_patient_and/or_family._c99215
rank  10/5126  feat_uid   3022  coef     -0.023353 X:blood_count;_complete_(cbc)+_automated_(hgb+_hct+_rbc+_wbc_and_platelet_count)_and_automated_differential_wbc_count_c85025
rank  11/5126  feat_uid   4920  coef     -0.021695 X:supervision_of_other_normal_pregnancy_v221
rank  12/5126  feat_uid   2833  coef     -0.021279 X:urine_pregnancy_test+_by_visual_color_comparison_methods_c81025
rank  13/5126  feat_uid   4845  coef     -0.020853 X:need_for_prophylactic_vaccination_and_inoculation_against_viral_hepatitis_v053
rank  14/5126  feat_uid   2993  coef     -0.020238 X:thyroxine;_free_c84439
rank  15/5126  feat_uid   3501  coef     -0.019950 X:handling_and/or_conveyance_of_specimen_for_transfer_from_the_physician's_office_to_a_laboratory_c99000
rank  16/5126  feat_uid   5079  coef     -0.017990 X:routine_gynelogical_exam_v7231
rank  17/5126  feat_uid   3651  coef     -0.017900 X:ibuprofen_d00015
rank  18/5126  feat_uid   3574  coef     -0.017855 X:periodic_comprehensive_preventive_medicine_reevaluation_and_management_of_an_individual_including_an_age_and_gender_appropriate_history+_examination+_counseling/anticipatory_guidance/risk_factor_reduction_interventions+_and_the_ordering_of_appropriate_immunization(s)+_laboratory/diagnostic_procedures+_established_patient;_40-64_years_c99396
rank  19/5126  feat_uid    543  coef     -0.017766 X:paralysis_agitans_3320
rank  20/5126  feat_uid   2804  coef     -0.016121 X:basic_metabolic_panel_this_panel_must_include_the_following:_calcium_(82310)_carbon_dioxide_(82374)_chloride_(82435)_creatinine_(82565)_glucose_(82947)_potassium_(84132)_sodium_(84295)_urea_nitrogen_(bun)_(84520)_c80048

--- top pos features for task paroxetine
rank   1/5126  feat_uid   1729  coef      0.035183 X:palpitations_7851
rank   2/5126  feat_uid    784  coef      0.024547 X:giant_cell_arteritis_4465
rank   3/5126  feat_uid   5078  coef      0.022473 X:special_investigations_and_examinations_v723
rank   4/5126  feat_uid   3171  coef      0.022196 X:cytopathology+_slides+_cervical_or_vaginal_(the_bethesda_system);_manual_screening_under_physician_supervision_c88164
rank   5/5126  feat_uid    212  coef      0.021934 X:neurofibromatosis+_unspecified_23770
rank   6/5126  feat_uid    994  coef      0.021108 X:constipation_5640
rank   7/5126  feat_uid     88  coef      0.020218 X:malignant_neoplasm_of_long_bones_of_lower_limb_1707
rank   8/5126  feat_uid   2858  coef      0.018521 X:blood+_occult+_by_peroxidase_activity_(eg+_guaiac)+_qualitative;_feces+_1-3_simultaneous_determinations_c82270
rank   9/5126  feat_uid   3643  coef      0.016985 X:atenolol_d00004
rank  10/5126  feat_uid   2526  coef      0.016454 X:radiologic_examination+_chest+_two_views+_frontal_and_lateral_c71020
rank  11/5126  feat_uid   1468  coef      0.015929 X:unspecified_internal_derangement_of_knee_7179
rank  12/5126  feat_uid    401  coef      0.015923 X:unspecified_transient_organic_mental_disorder_2939
rank  13/5126  feat_uid   1667  coef      0.015249 X:dizziness_and_giddiness_7804
rank  14/5126  feat_uid   1536  coef      0.014845 X:brachial_neuritis_or_radiculitis_nos_7234
rank  15/5126  feat_uid   2999  coef      0.014388 X:triglycerides_c84478
rank  16/5126  feat_uid   1680  coef      0.014025 X:malaise_and_fatigue_7807
rank  17/5126  feat_uid   2879  coef      0.013867 X:creatine_kinase_(ck)+_(cpk);_total_c82550
rank  18/5126  feat_uid   1614  coef      0.013475 X:osteoporosis+_unspecified_73300
rank  19/5126  feat_uid   1668  coef      0.012873 X:unspecified_sleep_disturbance_78050
rank  20/5126  feat_uid    408  coef      0.011667 X:schizo-affective_type_schizophrenia+_unspecified_state_29570