LEGEND_NAME = logistic_regr
LABEL_NAME = citalopram
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_8_interpretation.txt
--- top neg features for task citalopram
rank 1/5126 feat_uid 4255 coef -1.116255 X:citalopram_d04332
rank 2/5126 feat_uid 3625 coef -0.066991 X:at_least_one_prescription_created_during_the_encounter_was_generated_and_transmitted_electronically_using_a_qualified_erx_system_cg8553
rank 3/5126 feat_uid 4842 coef -0.043430 X:need_for_prophylactic_vaccination_and_inoculation_against_influenza_v048
rank 4/5126 feat_uid 4054 coef -0.029358 X:gabapentin_d03182
rank 5/5126 feat_uid 2989 coef -0.028021 X:testosterone;_total_c84403
rank 6/5126 feat_uid 2320 coef -0.021756 X:collection_of_blood_specimen_from_a_completely_implantable_venous_access_device_c36540
rank 7/5126 feat_uid 1601 coef -0.021693 X:mylagia_and_myositis+_unspecified_7291
rank 8/5126 feat_uid 993 coef -0.019637 X:diverticulitis_of_colon_without_mention_of_hemorrhage_56211
rank 9/5126 feat_uid 5026 coef -0.018230 X:encounter_for_long-term_(current)_use_of_other_medications_v5869
rank 10/5126 feat_uid 2723 coef -0.017868 X:ultrasound+_pelvic_(nonobstetric)+_b-scan_and/or_real_time_with_image_documentation;_complete_c76856
rank 11/5126 feat_uid 1368 coef -0.016997 X:unspecified_pruritic_disorder_6989
rank 12/5126 feat_uid 4306 coef -0.016178 X:esomeprazole_d04749
rank 13/5126 feat_uid 3138 coef -0.014406 X:culture+_bacterial;_stool+_additional_pathogens+_isolation_and_preliminary_examination_(eg+_campylobacter+_yersinia+_vibrio+_e._coli_0157)+_each_plate_c87046
rank 14/5126 feat_uid 2881 coef -0.014251 X:creatinine;_blood_c82565
rank 15/5126 feat_uid 422 coef -0.013972 X:major_depressive_disorder+_recurrent_episode+_severe_degree+_without_mention_of_psychotic_behavior_29633
rank 16/5126 feat_uid 3410 coef -0.013878 X:professional_services_for_the_supervision_of_preparation_and_provision_of_antigens_for_allergen_immunotherapy;_single_or_multiple_antigens_(specify_number_of_doses)_c95165
rank 17/5126 feat_uid 3460 coef -0.013816 X:chemotherapy_administration+_intravenous;_push_technique+_single_or_initial_substance/drug_c96409
rank 18/5126 feat_uid 490 coef -0.013634 X:tobacco_use_disorder_3051
rank 19/5126 feat_uid 1354 coef -0.013039 X:contact_dermatitis_and_other_eczema+_unspecified_cause_6929
rank 20/5126 feat_uid 89 coef -0.013012 X:malignant_neoplasm_of_bone_and_articular_cartilage+_site_unspecified_1709
--- top pos features for task citalopram
rank 1/5126 feat_uid 3135 coef 0.051176 X:compatibility_test_each_unit;_electronic_c86923
rank 2/5126 feat_uid 3708 coef 0.051069 X:azithromycin_d00091
rank 3/5126 feat_uid 2745 coef 0.037996 X:screening_mammography+_bilateral_(2-view_film_study_of_each_breast)_c77057
rank 4/5126 feat_uid 3785 coef 0.030946 X:hydrochlorothiazide_d00253
rank 5/5126 feat_uid 3573 coef 0.027930 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 6/5126 feat_uid 3738 coef 0.024298 X:lansoprazole_d00149
rank 7/5126 feat_uid 4071 coef 0.020698 X:ethinyl_estradiol-levonorgestrel_d03242
rank 8/5126 feat_uid 418 coef 0.020597 X:major_depressive_disorder+_recurrent_episode_2963
rank 9/5126 feat_uid 4069 coef 0.020550 X:ethinyl_estradiol-norethindrone_d03238
rank 10/5126 feat_uid 2808 coef 0.019744 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 11/5126 feat_uid 1946 coef 0.018346 X:rotator_cuff_(capsule)_sprain_8404
rank 12/5126 feat_uid 1717 coef 0.018226 X:aphasia_7843
rank 13/5126 feat_uid 2567 coef 0.017009 X:computed_tomography+_pelvis;_with_contrast_material(s)_c72193
rank 14/5126 feat_uid 2504 coef 0.016290 X:computed_tomography+_head_or_brain;_without_contrast_material_c70450
rank 15/5126 feat_uid 4080 coef 0.015928 X:codeine-guaifenesin_d03393
rank 16/5126 feat_uid 4130 coef 0.014525 X:ethinyl_estradiol-norgestimate_d03781
rank 17/5126 feat_uid 134 coef 0.014275 X:secondary_malignant_neoplasm_of_large_intestine_and_rectum_1975
rank 18/5126 feat_uid 3719 coef 0.013521 X:nitrofurantoin_d00112
rank 19/5126 feat_uid 1036 coef 0.012855 X:other_specified_disorders_of_liver_5738
rank 20/5126 feat_uid 5012 coef 0.012511 X:encounter_for_antineoplastic_chemotherapy_v5811