LEGEND_NAME = logistic_regr
LABEL_NAME = nortriptyline
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_0_interpretation.txt
--- top neg features for task nortriptyline
rank 1/5126 feat_uid 3267 coef -0.048771 X:psychiatric_diagnostic_interview_examination_c90801
rank 2/5126 feat_uid 181 coef -0.045234 X:benign_neoplasm_of_skin+_site_unspecified_2169
rank 3/5126 feat_uid 3012 coef -0.024683 X:gonadotropin+_chorionic_(hcg);_quantitative_c84702
rank 4/5126 feat_uid 2926 coef -0.021361 X:lactate_dehydrogenase_(ld)+_(ldh)_c83615
rank 5/5126 feat_uid 3708 coef -0.014016 X:azithromycin_d00091
rank 6/5126 feat_uid 490 coef -0.013984 X:tobacco_use_disorder_3051
rank 7/5126 feat_uid 3745 coef -0.013947 X:aspirin_d00170
rank 8/5126 feat_uid 1682 coef -0.013273 X:other_malaise_and_fatigue_78079
rank 9/5126 feat_uid 3136 coef -0.011741 X:culture+_bacterial;_blood+_aerobic+_with_isolation_and_presumptive_identification_of_isolates_(includes_anaerobic_culture+_if_appropriate)_c87040
rank 10/5126 feat_uid 3501 coef -0.011735 X:handling_and/or_conveyance_of_specimen_for_transfer_from_the_physician's_office_to_a_laboratory_c99000
rank 11/5126 feat_uid 2994 coef -0.010915 X:thyroid_stimulating_hormone_(tsh)_c84443
rank 12/5126 feat_uid 3529 coef -0.010868 X:subsequent_hospital_care+_per_day+_for_the_evaluation_and_management_of_a_patient+_which_requires_at_least_two_of_these_three_key_components:_an_expanded_problem_focused_interval_history;_an_expanded_problem_focused_examination;_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_patient_is_responding_inadequately_to_therapy_or_has_developed_a_minor_complication._physicians_typically_spend_25_minutes_at_the_bedside_and_on_the_patient's_hospital_floor_or_unit._c99232
rank 13/5126 feat_uid 31 coef -0.010358 X:chronic_hepatitis_c_without_mention_of_hepatic_coma_07054
rank 14/5126 feat_uid 3023 coef -0.010166 X:blood_count;_complete_(cbc)+_automated_(hgb+_hct+_rbc+_wbc_and_platelet_count)_c85027
rank 15/5126 feat_uid 3464 coef -0.009699 X:chemotherapy_administration+_intravenous_infusion_technique;_up_to_1_hour+_single_or_initial_substance/drug_c96413
rank 16/5126 feat_uid 1614 coef -0.009421 X:osteoporosis+_unspecified_73300
rank 17/5126 feat_uid 2770 coef -0.009350 X:intensity_modulated_treatment_delivery+_single_or_multiple_fields/arcs+_via_narrow_spatially_and_temporally_modulated_beams_(eg+_binary+_dynamic_mlc)+_per_treatment_session_c77418
rank 18/5126 feat_uid 2809 coef -0.009226 X:renal_function_panel_this_panel_must_include_the_following:_albumin_(82040)_calcium_(82310)_carbon_dioxide_(bicarbonate)_(82374)_chloride_(82435)_creatinine_(82565)_glucose_(82947)_phosphorus_inorganic_(phosphate)_(84100)_potassium_(84132)_sodium_(84295)_urea_nitrogen_(bun)_(84520)_c80069
rank 19/5126 feat_uid 451 coef -0.008259 X:generalized_anxiety_disorder_30002
rank 20/5126 feat_uid 1743 coef -0.008182 X:other_dyspnea_and_respiratory_abnormality_78609
--- top pos features for task nortriptyline
rank 1/5126 feat_uid 2819 coef 0.205468 X:nortriptyline_c80182
rank 2/5126 feat_uid 1714 coef 0.065786 X:headache_7840
rank 3/5126 feat_uid 3651 coef 0.057157 X:ibuprofen_d00015
rank 4/5126 feat_uid 3539 coef 0.049455 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 5/5126 feat_uid 2000 coef 0.024872 X:open_wound_of_fingers+_with_tendon_involvement_8832
rank 6/5126 feat_uid 1520 coef 0.023121 X:displacement_of_lumbar_intervertebral_disc_without_myelopathy_72210
rank 7/5126 feat_uid 613 coef 0.022307 X:mononeuritis_of_unspecified_site_3559
rank 8/5126 feat_uid 3053 coef 0.019649 X:sedimentation_rate+_erythrocyte;_automated_c85652
rank 9/5126 feat_uid 3821 coef 0.017931 X:omeprazole_d00325
rank 10/5126 feat_uid 3823 coef 0.017865 X:oxycodone_d00329
rank 11/5126 feat_uid 1793 coef 0.016764 X:abdominal_pain+_generalized_78907
rank 12/5126 feat_uid 4921 coef 0.015733 X:pregnant_state+_incidental_v222
rank 13/5126 feat_uid 1073 coef 0.015353 X:end_stage_renal_disease_5856
rank 14/5126 feat_uid 584 coef 0.015242 X:migraine+_unspecified+_without_mention_of_intractable_migraine_34690
rank 15/5126 feat_uid 3655 coef 0.013035 X:naproxen_d00019
rank 16/5126 feat_uid 2860 coef 0.012433 X:calcifediol_(25-oh_vitamin_d-3)_c82306
rank 17/5126 feat_uid 1535 coef 0.012028 X:cervicalgia_7231
rank 18/5126 feat_uid 1601 coef 0.011938 X:mylagia_and_myositis+_unspecified_7291
rank 19/5126 feat_uid 268 coef 0.011886 X:diabetes_mellitus_type_ii_[non-insulin_dependent_type]_[niddm_type]_[adult-onset_type]_or_unspecified_type+_not_stated_as_uncontrolled+_with_unspecified_complication_25090
rank 20/5126 feat_uid 438 coef 0.011478 X:manic-depressive_psychosis+_unspecified_29680