LEGEND_NAME = logistic_regr
LABEL_NAME = mirtazapine
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_7_interpretation.txt
--- top neg features for task mirtazapine
rank 1/5126 feat_uid 338 coef -0.048093 X:obesity+_unspecified_27800
rank 2/5126 feat_uid 5104 coef -0.041435 X:screening_for_malignant_neoplasms_of_the_cervix_v762
rank 3/5126 feat_uid 831 coef -0.031137 X:acute_pharyngitis_462
rank 4/5126 feat_uid 1748 coef -0.030389 X:unspecified_chest_pain_78650
rank 5/5126 feat_uid 3012 coef -0.028910 X:gonadotropin+_chorionic_(hcg);_quantitative_c84702
rank 6/5126 feat_uid 3167 coef -0.025513 X:cytopathology+_cervical_or_vaginal_(any_reporting_system)+_collected_in_preservative_fluid+_automated_thin_layer_preparation;_manual_screening_under_physician_supervision_c88142
rank 7/5126 feat_uid 5063 coef -0.016802 X:routine_general_medical_examination_at_a_health_care_facility_v700
rank 8/5126 feat_uid 2809 coef -0.012914 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 9/5126 feat_uid 5010 coef -0.011257 X:radiotherapy_encounter_v580
rank 10/5126 feat_uid 885 coef -0.010490 X:unspecified_pleural_effusion_5119
rank 11/5126 feat_uid 333 coef -0.009441 X:cystic_fibrosis_without_mention_of_meconium_ileus_27700
rank 12/5126 feat_uid 879 coef -0.008512 X:bronchiectasis_with_acute_exacerbation_4941
rank 13/5126 feat_uid 528 coef -0.007737 X:attention_deficit_disorder_of_childhood_without_mention_of_hyperactivity_31400
rank 14/5126 feat_uid 979 coef -0.007552 X:regional_enteritis_of_unspecified_site_5559
rank 15/5126 feat_uid 460 coef -0.007411 X:obsessive-compulsive_disorders_3003
rank 16/5126 feat_uid 725 coef -0.007149 X:congestive_heart_failure_4280
rank 17/5126 feat_uid 563 coef -0.006988 X:multiple_sclerosis_340
rank 18/5126 feat_uid 426 coef -0.006207 X:bipolar_affective_disorder+_manic+_unspecified_degree_29640
rank 19/5126 feat_uid 3140 coef -0.005721 X:culture+_bacterial;_any_other_source_except_urine+_blood_or_stool+_with_isolation_and_presumptive_identification_of_isolates_c87070
rank 20/5126 feat_uid 3481 coef -0.005464 X:therapeutic_procedure+_one_or_more_areas+_each_15_minutes;_therapeutic_exercises_to_develop_strength_and_endurance+_range_of_motion_and_flexibility_c97110
--- top pos features for task mirtazapine
rank 1/5126 feat_uid 1706 coef 0.059020 X:loss_of_weight_78321
rank 2/5126 feat_uid 1614 coef 0.032159 X:osteoporosis+_unspecified_73300
rank 3/5126 feat_uid 2772 coef 0.031161 X:radiation_treatment_management+_five_treatments_c77427
rank 4/5126 feat_uid 3554 coef 0.026562 X:emergency_department_visit_for_the_evaluation_and_management_of_a_patient+_which_requires_these_three_key_components_within_the_constraints_imposed_by_the_urgency_of_the_patient's_clinical_condition_and/or_mental_status:_a_comprehensive_history;_a_comprehensive_examination;_and_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_high_severity_and_pose_an_immediate_significant_threat_to_life_or_physiologic_function._c99285
rank 5/5126 feat_uid 3267 coef 0.023160 X:psychiatric_diagnostic_interview_examination_c90801
rank 6/5126 feat_uid 3467 coef 0.022247 X:chemotherapy_administration+_intravenous_infusion_technique;_each_additional_sequential_infusion_(different_substance/drug)+_up_to_1_hour_(list_separately_in_addition_to_code_for_primary_procedure)_c96417
rank 7/5126 feat_uid 66 coef 0.019989 X:malignant_neoplasm_of_esophagus+_unspecified_1509
rank 8/5126 feat_uid 3904 coef 0.019864 X:simvastatin_d00746
rank 9/5126 feat_uid 79 coef 0.019693 X:malignant_neoplasm_of_pancreas+_part_unspecified_1579
rank 10/5126 feat_uid 274 coef 0.019153 X:hyperparathyroidism_2520
rank 11/5126 feat_uid 2973 coef 0.019052 X:prostate_specific_antigen_(psa);_total_c84153
rank 12/5126 feat_uid 2879 coef 0.017650 X:creatine_kinase_(ck)+_(cpk);_total_c82550
rank 13/5126 feat_uid 413 coef 0.017354 X:major_depressive_disorder+_single_episode+_unspecified_degree_29620
rank 14/5126 feat_uid 5026 coef 0.014273 X:encounter_for_long-term_(current)_use_of_other_medications_v5869
rank 15/5126 feat_uid 3137 coef 0.013132 X:culture+_bacterial;_feces+_with_isolation_and_preliminary_examination_(eg+_kia+_lia)+_salmonella_and_shigella_species_c87045
rank 16/5126 feat_uid 1027 coef 0.013088 X:cirrhosis_of_liver_without_mention_of_alcohol_5715
rank 17/5126 feat_uid 137 coef 0.012741 X:secondary_malignant_neoplasm_of_other_digestive_organs_and_spleen_1978
rank 18/5126 feat_uid 1691 coef 0.011891 X:abnormality_of_gait_7812
rank 19/5126 feat_uid 63 coef 0.011511 X:malignant_neoplasm_of_tonsil_1460
rank 20/5126 feat_uid 1080 coef 0.011263 X:calculus_of_kidney_5920