rss
J Am Med Inform Assoc 13:206-219 doi:10.1197/jamia.M1929
  • Original Investigation

Reducing Workload in Systematic Review Preparation Using Automated Citation Classification

Table 9

Best Single Feature and F-Measure of That Feature for Each Task

Review WSS@95% Best Feature F-measure of Feature
ACEInhibitors 0.5661 MESH_Myocardial_Infarction/mortality 0.3206
ADHD 0.6795 adults 0.3098
Antihistamines 0.0000 scale 0.2641
AtypicalAntipsychotics 0.1411 PUBTYPE_Multicenter_Study 0.3464
BetaBlockers 0.2844 hospitalization 0.2429
CalciumChannelBlockers 0.1221 CI (abbreviation for Confidence Interval) 0.3128
Estrogens 0.1834 years 0.5242
NSAIDs 0.4967 PUBTYPE_Multicenter_Study 0.5217
Opioids 0.1332 safety 0.0965
OralHypoglycemics 0.0896 study 0.4743
ProtonPumpInhibitors 0.2768 superior 0.2620
SkeletalMuscleRelaxants 0.0000 MESH_MAIN_Research_Support_Non-U 0.0437
Statins 0.2471 PUBTYPE_Multicenter_Study 0.2255
Triptans 0.0337 MESH_PRIMARY_Indoles/*therapeutic_use 0.3157
UrinaryIncontinence 0.2614 weeks 0.5192

This Article

  1. Abstract
  2. Full text
  3. PDF

Access policy for JAMIA

All content published in JAMIA is deposited with PubMed Central by the publisher with a 12 month embargo. Authors/funders may pay an Unlocked fee of $2,000 to make the article free on the JAMIA website and PMC immediately on publication.

All content older than 12 months is freely available on this website.

AMIA members can log in with their JAMIA user name (email address) and password or via the AMIA website.