LEGEND_NAME = logistic_regr
LABEL_NAME = paroxetine
FRAC_LABELS = 1
N_STATES = nan
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