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--- wiki:autolit:screening:robot [2022/07/25 07:51]
kholub
+++ wiki:autolit:screening:robot [2024/03/06 02:40] (current)
kevinkallmes
@@ Line 1: / Line 1: @@
-====== Robot Screener ======
+===== Guidance on Robot Screener in Dual Two Pass Mode =====
-Robot Screener is an automated replacement for one of the human reviewers traditionally involved in dual screening.
+To clarify, the recommended practice is to **use Robot Screener as a reviewer in Abstract Screening** when in Dual Two Pass mode, and use fully manual Full Text screening.
-===== Enabling Robot Screener =====
+For projects with large numbers of Full Text records, Robot Screener //can// be used for both Abstract Screening and Full Text Screening but the requirements must be met separately.
-Robot Screener may be enabled from Screening Settings, under "Inclusion Modeling". Before Robot Screener can be enabled, the nest must be:
+   * Abstract Screening requires **50**  abstract adjudicated records, either advanced or excluded under Abstract Screening –> Adjudicate Screening, and **10**  advanced records
+      * These actions must be performed before Robot Screener can be turned on for Abstract Screening
-  * Configured for dual screening
+  * Full Text Screening requires **50**  full text adjudicated records, either included or excluded under Full Text Screening –> Adjudicate Screening, and **10**  included records
-  * And contain //TODO //adjudicated records (i.e. having a final screening decision)
+      * These actions must be performed before Robot Screener can be turned on for Full Text Screening
-  * And contain //TODO //included records
-The latter two requirements were set to ensure a minimum model
-===== 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.

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