**************************************** Evaluation results*****************************************
Precision. Recall. f1.
Addictive Behavior 0.8523 0.8523 0.8523
Address 0.6667 0.6667 0.6667
Age 0.9805 0.9869 0.9837
Alcohol Consumer 0.5556 0.8333 0.6667
Allergy Intolerance 0.8802 0.9552 0.9161
Bedtime 1.0000 0.5000 0.6667
Blood Donation 0.6429 0.8182 0.7200
Capacity 0.6271 0.6607 0.6435
Compliance with Protocol 0.7444 0.8250 0.7826
Consent 0.9522 0.9192 0.9354
Data Accessible 0.8182 0.7200 0.7660
Device 0.5161 0.3478 0.4156
Diagnostic 0.8133 0.7938 0.8034
Diet 0.7500 0.6522 0.6977
Disabilities 1.0000 0.7143 0.8333
Disease 0.8274 0.8834 0.8545
Education 0.8571 0.8571 0.8571
Encounter 0.6842 0.5200 0.5909
Enrollment in other studies 0.9135 0.9713 0.9415
Ethical Audit 1.0000 1.0000 1.0000
Ethnicity 1.0000 0.8000 0.8889
Exercise 0.7500 0.4286 0.5455
Gender 1.0000 1.0000 1.0000
Healthy 0.3571 0.3846 0.3704
Laboratory Examinations 0.8134 0.7584 0.7849
Life Expectancy 0.9310 0.9818 0.9558
Literacy 0.5000 0.3750 0.4286
Multiple 0.7149 0.7312 0.7230
Neoplasm Status 0.5909 0.5909 0.5909
Non-Neoplasm Disease Stage 0.6800 0.5312 0.5965
Nursing 0.6667 0.3333 0.4444
Oral related 0.7647 0.6842 0.7222
Organ or Tissue Status 0.8462 0.7333 0.7857
Pharmaceutical Substance or Drug 0.8382 0.8633 0.8506
Pregnancy-related Activity 0.9350 0.9622 0.9484
Receptor Status 1.0000 0.1111 0.2000
Researcher Decision 0.8395 0.9007 0.8690
Risk Assessment 0.8711 0.8596 0.8653
Sexual related 1.0000 0.3846 0.5556
Sign 0.4151 0.2268 0.2933
Smoking Status 1.0000 1.0000 1.0000
Special Patient Characteristic 0.4211 0.2105 0.2807
Symptom 0.6667 0.3600 0.4675
Therapy or Surgery 0.7979 0.7802 0.7890
--------------- --------------- ---------------
Overall (micro) 0.8138 0.8138 0.813824
Overall (macro) 0.7837 0.6925 0.717038
