LEGEND_NAME = logistic_regr
LABEL_NAME = venlafaxine
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_6_interpretation.txt
--- top neg features for task venlafaxine
rank 1/5126 feat_uid 2850 coef -0.041775 X:amylase_c82150
rank 2/5126 feat_uid 5063 coef -0.032507 X:routine_general_medical_examination_at_a_health_care_facility_v700
rank 3/5126 feat_uid 3155 coef -0.031759 X:infectious_agent_antigen_detection_by_enzyme_immunoassay_technique+_qualitative_or_semiquantitative+_multiple_step_method;_hepatitis_b_surface_antigen_(hbsag)_c87340
rank 4/5126 feat_uid 3157 coef -0.026566 X:infectious_agent_detection_by_nucleic_acid_(dna_or_rna);_chlamydia_trachomatis+_amplified_probe_technique_c87491
rank 5/5126 feat_uid 3519 coef -0.026260 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 6/5126 feat_uid 3821 coef -0.025399 X:omeprazole_d00325
rank 7/5126 feat_uid 2933 coef -0.016083 X:lipoprotein+_direct_measurement;_high_density_cholesterol_(hdl_cholesterol)_c83718
rank 8/5126 feat_uid 1493 coef -0.015810 X:pain_in_joint_involving_lower_leg_71946
rank 9/5126 feat_uid 3902 coef -0.014429 X:lisinopril_d00732
rank 10/5126 feat_uid 2525 coef -0.012729 X:radiologic_examination+_chest;_single_view+_frontal_c71010
rank 11/5126 feat_uid 901 coef -0.012172 X:other_diseases_of_lung+_not_elsewhere_classified_51889
rank 12/5126 feat_uid 303 coef -0.011206 X:other_and_unspecified_hyperlipidemia_2724
rank 13/5126 feat_uid 3083 coef -0.009201 X:immunoassay_for_tumor_antigen+_quantitative;_ca_15-3_(27.29)_c86300
rank 14/5126 feat_uid 529 coef -0.007730 X:attention_deficit_disorder_of_childhood_with_hyperactivity_31401
rank 15/5126 feat_uid 2526 coef -0.007654 X:radiologic_examination+_chest+_two_views+_frontal_and_lateral_c71020
rank 16/5126 feat_uid 4921 coef -0.007590 X:pregnant_state+_incidental_v222
rank 17/5126 feat_uid 665 coef -0.007348 X:unspecified_essential_hypertension_4019
rank 18/5126 feat_uid 3023 coef -0.007311 X:blood_count;_complete_(cbc)+_automated_(hgb+_hct+_rbc+_wbc_and_platelet_count)_c85027
rank 19/5126 feat_uid 5049 coef -0.006932 X:other_specified_counseling_v6549
rank 20/5126 feat_uid 1748 coef -0.006924 X:unspecified_chest_pain_78650
--- top pos features for task venlafaxine
rank 1/5126 feat_uid 4255 coef 0.046425 X:citalopram_d04332
rank 2/5126 feat_uid 3574 coef 0.031685 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 3/5126 feat_uid 3539 coef 0.017010 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 4/5126 feat_uid 2994 coef 0.015563 X:thyroid_stimulating_hormone_(tsh)_c84443
rank 5/5126 feat_uid 106 coef 0.012701 X:malignant_neoplasm_of_breast_(female)+_unspecified_1749
rank 6/5126 feat_uid 3196 coef 0.011606 X:level_c88305
rank 7/5126 feat_uid 2344 coef 0.009573 X:documentation_of_order_for_prophylactic_antibiotics_to_be_given_within_one_hour_(if_fluoroquinolone_or_vancomycin+_two_hours)_prior_to_surgical_incision_(or_start_of_procedure_when_no_incision_is_required)_c4047f
rank 8/5126 feat_uid 1208 coef 0.009184 X:menopausal_or_female_climacteric_states_6272
rank 9/5126 feat_uid 3410 coef 0.009111 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 10/5126 feat_uid 1421 coef 0.008900 X:rheumatoid_arthritis_7140
rank 11/5126 feat_uid 3310 coef 0.008280 X:electrocardiogram+_routine_ecg_with_at_least_12_leads;_interpretation_and_report_only_c93010
rank 12/5126 feat_uid 419 coef 0.007723 X:major_depressive_disorder+_recurrent_episode+_unspecified_degree_29630
rank 13/5126 feat_uid 584 coef 0.007278 X:migraine+_unspecified+_without_mention_of_intractable_migraine_34690
rank 14/5126 feat_uid 124 coef 0.007214 X:malignant_neoplasm_of_thyroid_gland_193
rank 15/5126 feat_uid 155 coef 0.006930 X:acute_myeloid_leukemia_without_mention_of_remission_20500
rank 16/5126 feat_uid 110 coef 0.006854 X:malignant_neoplasm_of_ovary_1830
rank 17/5126 feat_uid 74 coef 0.006790 X:malignant_neoplasm_of_rectum_1541
rank 18/5126 feat_uid 5012 coef 0.006424 X:encounter_for_antineoplastic_chemotherapy_v5811
rank 19/5126 feat_uid 1682 coef 0.006373 X:other_malaise_and_fatigue_78079
rank 20/5126 feat_uid 241 coef 0.006109 X:unspecified_hypothyroidism_2449