Differences

This shows you the differences between two versions of the page.

--- wiki:autolit:screening:robot [2022/07/25 07:54]
kholub
+++ — (current)
@@ Line 1: / Line 1: @@
-====== Robot Screener ======
-Robot Screener is an automated replacement for one of the human reviewers traditionally involved in dual screening.
-===== Enabling Robot Screener =====
-Robot Screener may be enabled from Screening Settings, under "Inclusion Modeling". Before Robot Screener can be enabled, the nest must:
-  * Be configured for dual screening
-  * And contain **50//adjudicated records (i.e. having a final screening decision)
-  * And contain **5//included records
-The latter two requirements ensure a minimum model accuracy; however, the model will be suboptimal with this volume of training data, and typically improves as more records are screened.
-===== In Action =====
-==== Which Records ====
-Robot Screener automatically adds a reviewer-level screening decision to records with:
-  * Fewer than 2 reviewer-level screening decisions
-  * No adjudicated screening decision
-Records it excludes will exclusively be assigned the exclusion reason ''Robot Excluded''
-==== When ====
-Robot Screener adds/updates its screening decisions when:
-  * Robot Screener is enabled
-  * A new inclusion model is trained
-  * New records are imported into your nest
-  * 10 new records have been adjudicated, since the last model was trained
-As pointed out above, Robot Screener will not modify its decision on a reccord after that record has been adjudicated; prior to adjudication, its decisions may be modified, reflecting more information available to it & improvement in its accuracy.

Nested Knowledge

User Tools

Site Tools

Differences

Page Tools