LEGEND_NAME = logistic_regr
LABEL_NAME = fluoxetine
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_3_interpretation.txt
--- top neg features for task fluoxetine
rank 1/5126 feat_uid 3778 coef -0.381580 X:fluoxetine_d00236
rank 2/5126 feat_uid 543 coef -0.044911 X:paralysis_agitans_3320
rank 3/5126 feat_uid 1626 coef -0.037618 X:disorder_of_bone_and_cartilage+_unspecified_73390
rank 4/5126 feat_uid 3966 coef -0.036557 X:polyethylene_glycol_3350_with_electrolytes_d01023
rank 5/5126 feat_uid 2504 coef -0.036352 X:computed_tomography+_head_or_brain;_without_contrast_material_c70450
rank 6/5126 feat_uid 3539 coef -0.030814 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 7/5126 feat_uid 3939 coef -0.026387 X:zolpidem_d00910
rank 8/5126 feat_uid 3573 coef -0.025934 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 9/5126 feat_uid 5049 coef -0.025659 X:other_specified_counseling_v6549
rank 10/5126 feat_uid 3708 coef -0.024243 X:azithromycin_d00091
rank 11/5126 feat_uid 3904 coef -0.021101 X:simvastatin_d00746
rank 12/5126 feat_uid 2985 coef -0.020882 X:sodium;_serum_c84295
rank 13/5126 feat_uid 3526 coef -0.017922 X:initial_hospital_care+_per_day+_for_the_evaluation_and_management_of_a_patient+_which_requires_these_three_key_components:_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_problem(s)_requiring_admission_are_of_high_severity._physicians_typically_spend_70_minutes_at_the_bedside_and_on_the_patient's_hospital_floor_or_unit._c99223
rank 14/5126 feat_uid 4054 coef -0.017711 X:gabapentin_d03182
rank 15/5126 feat_uid 1520 coef -0.016026 X:displacement_of_lumbar_intervertebral_disc_without_myelopathy_72210
rank 16/5126 feat_uid 664 coef -0.015159 X:benign_essential_hypertension_4011
rank 17/5126 feat_uid 584 coef -0.014078 X:migraine+_unspecified+_without_mention_of_intractable_migraine_34690
rank 18/5126 feat_uid 3204 coef -0.012648 X:consultation_and_report_on_referred_slides_prepared_elsewhere_c88321
rank 19/5126 feat_uid 3022 coef -0.012410 X:blood_count;_complete_(cbc)+_automated_(hgb+_hct+_rbc+_wbc_and_platelet_count)_and_automated_differential_wbc_count_c85025
rank 20/5126 feat_uid 86 coef -0.011774 X:malignant_neoplasm_of_bronchus_and_lung+_unspecified_1629
--- top pos features for task fluoxetine
rank 1/5126 feat_uid 1856 coef 0.030176 X:nonspecific_reaction_to_tuberculin_skin_test_without_active_tuberculosis_7955
rank 2/5126 feat_uid 88 coef 0.025555 X:malignant_neoplasm_of_long_bones_of_lower_limb_1707
rank 3/5126 feat_uid 1697 coef 0.024431 X:rash_and_other_nonspecific_skin_eruption_7821
rank 4/5126 feat_uid 1680 coef 0.020354 X:malaise_and_fatigue_7807
rank 5/5126 feat_uid 4842 coef 0.019182 X:need_for_prophylactic_vaccination_and_inoculation_against_influenza_v048
rank 6/5126 feat_uid 995 coef 0.017696 X:constipation+_unspecified_56400
rank 7/5126 feat_uid 811 coef 0.017596 X:unspecified_hemorrhoids_without_mention_of_complication_4556
rank 8/5126 feat_uid 1569 coef 0.017358 X:achilles_bursitis_or_tendinitis_72671
rank 9/5126 feat_uid 3020 coef 0.017300 X:hemogram+_automated_(rbc+_wbc+_hb+_hct_and_indices_only)_c85021
rank 10/5126 feat_uid 3155 coef 0.015948 X:infectious_agent_antigen_detection_by_enzyme_immunoassay_technique+_qualitative_or_semiquantitative+_multiple_step_method;_hepatitis_b_surface_antigen_(hbsag)_c87340
rank 11/5126 feat_uid 3554 coef 0.014404 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 12/5126 feat_uid 1380 coef 0.014301 X:other_specified_diseases_of_nail_7038
rank 13/5126 feat_uid 2829 coef 0.013474 X:urinalysis+_by_dip_stick_or_tablet_reagent_for_bilirubin+_glucose+_hemoglobin+_ketones+_leukocytes+_nitrite+_ph+_protein+_specific_gravity+_urobilinogen+_any_number_of_these_constituents;_automated+_with_microscopy_c81001
rank 14/5126 feat_uid 2924 coef 0.012953 X:iron_binding_capacity_c83550
rank 15/5126 feat_uid 132 coef 0.012647 X:secondary_malignant_neoplasm_of_lung_1970
rank 16/5126 feat_uid 2881 coef 0.011701 X:creatinine;_blood_c82565
rank 17/5126 feat_uid 993 coef 0.011020 X:diverticulitis_of_colon_without_mention_of_hemorrhage_56211
rank 18/5126 feat_uid 30 coef 0.010754 X:acute_or_unspecified_hepatitis_c_without_mention_of_hepatic_coma_07051
rank 19/5126 feat_uid 4917 coef 0.010000 X:routine_infant_or_child_health_check_v202
rank 20/5126 feat_uid 3157 coef 0.009766 X:infectious_agent_detection_by_nucleic_acid_(dna_or_rna);_chlamydia_trachomatis+_amplified_probe_technique_c87491