Update readme.md

Author: yidanedencao

vignettes/social_loss_vignette/readme.md

@@ -138,7 +138,7 @@ This message template `is about` [<sub>(OntoBee)</sub>](https://ontobee.org/onto
 3. `Negative performance trend set` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000119)
 4. `Loss set` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000122)
 5. `Peer average comparator` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000126)
-6. Display format compatability: `Line Graph` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/IAO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FIAO_0000573), `Bar Chart` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/STATO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FSTATO_0000166)
+6. Display format compatibility: `Line Graph` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/IAO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FIAO_0000573), `Bar Chart` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/STATO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FSTATO_0000166)
 
 **[No Longer Top Performer <sub>(GH)</sub>](https://github.com/Display-Lab/knowledge-base/blob/main/message_templates/no_longer_top_performer.json)** message:
 > You are no longer a top performer for the measure [measure name].
@@ -149,7 +149,8 @@ This message template `is about` [<sub>(OntoBee)</sub>](https://ontobee.org/onto
 3. `Negative performance trend set` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000119)
 4. `Loss set` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000122)
 5. `Peer 90th percentile comparator` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000129)
-6. Display format compatability: `Line Graph` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/IAO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FIAO_0000573), `Bar Chart` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/STATO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FSTATO_0000166)
+6. Display format compatibility: `Line Graph` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/IAO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FIAO_0000573), `Bar Chart` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/STATO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FSTATO_0000166)
+
 ## Software Pipeline (Precision Feedback Pipeline)
 ### Recipient annotation generation (Bitstomach)
 The first stage of the pipeline is a script called Bitstomach. This script analyzes recipient's performance data and generates features called **annotations**. These annotations describe features of the performance data such as performance trends over time, or how performance measures relate to other values like peer performance benchmarks and institutional performance goals.