Redox | Enrichment

Enrichment

The Enrichment data model can be used to send data to third-party vendors for processing. Different enrichment vendors support different event types.

NaturalLanguageProcessingQuery
NaturalLanguageProcessingQueryResponse
NormalizationQuery
NormalizationQueryResponse

NaturalLanguageProcessingQuery

BETADEV PREVIEW

This event type is used for natural language processing (NLP). You can send text to a third-party vendor with this query so that they can extract specific data from the text. Since NLP can take some time to complete, the response includes a Task ID so that you can check the status and eventual results.

Fields

Show Required Fields Only

Show Translation Fields

Meta
- Meta.DataModel
  String
  Reliable
  Required
  Enrichment
- Meta.EventType
  String
  Reliable
  Required
  NaturalLanguageProcessingQuery
- Meta.EventDateTime
  DateTime
  Reliable
  Displays the UTC date and time that an outgoing request is delivered or an incoming request is received.
  ISO 8601 Format
- Meta.Test
  Boolean
  Reliable
  Indicates whether the request is a test or not.
- Meta.Source
  String
  Reliable
  Contains the information for the system initiating the message, including the source ID and name.
  Included in messages from Redox
- Meta.Source.ID
  String
  Reliable
  Identifies the system initiating the message. If you have multiple OAuth API keys per environment type, this value is required. If you have only one OAuth API key per environment type, or you're using legacy API keys, this value is optional.
  UUID
- Meta.Source.Name
  String
  Reliable
  Displays the name of the system initiating the message.
- Meta.Destinations[]
  Array of Objects
  Reliable
  Contains the information for the endpoint(s) receiving the request. A request must contain at least one destination, but asynchronous requests can have more than one destination. Synchronous requests like queries can only support one destination.
  Required when sending data to Redox.
- Meta.Destinations[].ID
  String
  Reliable
  Identifies the endpoint that the request is directed to.
  UUID
- Meta.Destinations[].Name
  String
  Reliable
  Displays the name of the endpoint that the request is directed to.
- Meta.Logs[]
  Array of Objects
  Reliable
  Contains the log identifier(s) for the request.
- Meta.Logs[].ID
  String
  Reliable
  Identifies the request log(s) that correspond to this request. You can use this value to locate the relevant log in the Redox dashboard for support and reference.
  UUID
- Meta.Logs[].AttemptID
  String
  Reliable
  Identifies the request log attempt value, which is useful when retries are possible.
  UUID
- Meta.FacilityCode
  String
  Possible
  Code for the facility related to the message.
  Only use this field if a health system indicates you should. The code is specific to the health system's EHR and might not be unique across health systems. In general, the facility fields within the data models (e.g. OrderingFacility) are more reliable and informative.
Text
- Text.Contents
  String
  Reliable
  The natural-language text to be processed for extracted data points; You may include up to 10,000 characters.
  This field isn't required if you're checking the status or results of a previously sent query with the corresponding Task ID.
Task
- Task.ID
  String
  Reliable
  The returned identifier of a previous natural-language processing query. Use this field when you're checking the status or results of a query you sent previously. Don't populate this field if you're initiating a new query.
  Do not send a identifier value here when initiating a new query.

Sample MessageDownload JSON Schema

{
   "Meta": {
      "DataModel": "Enrichment",
      "EventType": "NaturalLanguageProcessingQuery",
      "EventDateTime": "2023-12-05T15:06:15.449Z",
      "Test": true,
      "Source": {
         "ID": "7ce6f387-c33c-417d-8682-81e83628cbd9",
         "Name": "Redox Dev Tools"
      },
      "Destinations": [
         {
            "ID": "af394f14-b34a-464f-8d24-895f370af4c9",
            "Name": "Redox EMR"
         }
      ],
      "Logs": [
         {
            "ID": "d9f5d293-7110-461e-a875-3beb089e79f3",
            "AttemptID": "925d1617-2fe0-468c-a14c-f8c04b572c54"
         }
      ],
      "FacilityCode": null
   },
   "Text": {
      "Contents": null
   },
   "Task": {
      "ID": null
   }
}

NaturalLanguageProcessingQueryResponse

BETADEV PREVIEW

The NaturalLanguageProcessingQueryResponse event type returns the extracted data attributes and annotations that were found in the submitted natural-language text. Each returned data point includes a confidence score denoting the certainty of the data extracted from the source material.

Fields

Show Required Fields Only

Show Translation Fields

Meta
- Meta.DataModel
  String
  Reliable
  Required
  Enrichment
- Meta.EventType
  String
  Reliable
  Required
  NaturalLanguageProcessingQueryResponse
- Meta.EventDateTime
  DateTime
  Reliable
  Displays the UTC date and time that an outgoing request is delivered or an incoming request is received.
  ISO 8601 Format
- Meta.Test
  Boolean
  Reliable
  Indicates whether the request is a test or not.
- Meta.Source
  String
  Reliable
  Contains the information for the system initiating the message, including the source ID and name.
  Included in messages from Redox
- Meta.Source.ID
  String
  Reliable
  Identifies the system initiating the message. If you have multiple OAuth API keys per environment type, this value is required. If you have only one OAuth API key per environment type, or you're using legacy API keys, this value is optional.
  UUID
- Meta.Source.Name
  String
  Reliable
  Displays the name of the system initiating the message.
- Meta.Destinations[]
  Array of Objects
  Reliable
  Contains the information for the endpoint(s) receiving the request. A request must contain at least one destination, but asynchronous requests can have more than one destination. Synchronous requests like queries can only support one destination.
  Required when sending data to Redox.
- Meta.Destinations[].ID
  String
  Reliable
  Identifies the endpoint that the request is directed to.
  UUID
- Meta.Destinations[].Name
  String
  Reliable
  Displays the name of the endpoint that the request is directed to.
- Meta.Logs[]
  Array of Objects
  Reliable
  Contains the log identifier(s) for the request.
- Meta.Logs[].ID
  String
  Reliable
  Identifies the request log(s) that correspond to this request. You can use this value to locate the relevant log in the Redox dashboard for support and reference.
  UUID
- Meta.Logs[].AttemptID
  String
  Reliable
  Identifies the request log attempt value, which is useful when retries are possible.
  UUID
- Meta.FacilityCode
  String
  Possible
  Code for the facility related to the message.
  Only use this field if a health system indicates you should. The code is specific to the health system's EHR and might not be unique across health systems. In general, the facility fields within the data models (e.g. OrderingFacility) are more reliable and informative.
Transaction
- Transaction
  Object
  Reliable
  Contains details about the vendor that performed the enrichment.
- Transaction.VendorID
  String
  Reliable
  Required
  The identifier of the third-party vendor that processed the enrichment request.
- Transaction.ID
  String
  Reliable
  Required
  The identifier of the specific enrichment transaction, which is generated by the third-party vendor. You can use this identifier to reconcile transactions (e.g., for billing review). Note that multiple entries might have the same transaction identifier if a vendor supports batch enrichment.
- Transaction.Task
  Object
  Reliable
  Vendor-specific details about the task created to fulfill your enrichment transaction.
- Transaction.Task.ID
  String
  Reliable
  Required
  You can use this identifier to check the status or results of the enrichment task later.
  Note that this value may be the same as the Transaction.ID, depending on the vendor.
- Transaction.Task.Status
  String
  Reliable
  Required
  The status of the enrichment task your query created. If the status value is Success, the results of the enrichment are populated in the Entries fields.
  Values can be one of the following: Pending, Success
- Transaction.Task.Message
  String
  Probable
  Describes the current status of the enrichment task your query created.
Entries
- Entries[]
  Array of Objects
  Reliable
  A list of data entries extracted from the natural-language content submitted in your query.
- Entries[].Text
  Object
  Reliable
  Contains details about the text you submitted for enrichment.
- Entries[].Text.Contents
  String
  Reliable
  Required
  The text snippet from your submitted content that resulted in this specific data extract.
- Entries[].Text.Position
  Object
  Reliable
  Details about where in your submitted content this text snippet was located.
- Entries[].Text.Position.BeginOffset
  Numeric
  Reliable
  Required
  The first character position of this snippet, which is measured from the start of your submitted content.
  For example: if the three-letter word "hat" was extracted from your text starting at character 10, it would have a BeginOffset of 10.
- Entries[].Text.Position.EndOffset
  Numeric
  Reliable
  Required
  The character position of the next character immediately after the end of this snippet, which is measured from the start of your submitted content.
  For example: if the three-letter word "hat" was extracted from your text starting at character 10, it would have a BeginOffset of 10 and an EndOffset of 13, because the "t" in "hat" is at character 12.
- Entries[].Category
  Array of Object
  Reliable
  A list of all categories of data that were extracted from the text contents for the entry.
- Entries[].Category.Name
  String
  Reliable
  Required
  The name of the category of data extracted from the text.
- Entries[].Category.CertaintyScore
  Numeric
  Reliable
  Required
  The confidence score that the matched category is accurate: 0 is low confidence, and 1 is high confidence.
- Entries[].Concept.Code
  String
  Probable
  Code for the concept matched by the enrichment vendor.
- Entries[].Concept.Codeset
  String
  Probable
  Code set used to identify the concept matched by the enrichment vendor.
- Entries[].Concept.Description
  String
  Probable
  Description of the concept matched by the enrichment vendor.
- Entries[].Concept.CertaintyScore
  Numeric
  Reliable
  Required
  The confidence score that the matched concept is accurate: 0 is low confidence, and 1 is high confidence.

Sample MessageDownload JSON Schema

{
   "Meta": {
      "DataModel": "Enrichment",
      "EventType": "NaturalLanguageProcessingQueryResponse",
      "EventDateTime": "2023-12-05T15:06:15.449Z",
      "Test": true,
      "Source": {
         "ID": "7ce6f387-c33c-417d-8682-81e83628cbd9",
         "Name": "Redox Dev Tools"
      },
      "Destinations": [
         {
            "ID": "af394f14-b34a-464f-8d24-895f370af4c9",
            "Name": "Redox EMR"
         }
      ],
      "Logs": [
         {
            "ID": "d9f5d293-7110-461e-a875-3beb089e79f3",
            "AttemptID": "925d1617-2fe0-468c-a14c-f8c04b572c54"
         }
      ],
      "FacilityCode": null
   },
   "Transaction": {
      "VendorID": "VendorID",
      "ID": "74d07628-adb1-474b-a2f2-e48f57e65e8e",
      "Task": {
         "ID": "74d07628-adb1-474b-a2f2-e48f57e65e8e",
         "Status": "Success",
         "Message": null
      }
   },
   "Entries": [
      {
         "Text": {
            "Contents": "itching",
            "Position": {
               "BeginOffset": 16,
               "EndOffset": 23
            }
         },
         "Category": {
            "Name": "Medical Conditions",
            "CertaintyScore": 0.9998
         },
         "Concept": {
            "Code": "C0033774",
            "Codeset": "https://www.nlm.nih.gov/research/umls",
            "Description": "Pruritus",
            "CertaintyScore": 1
         }
      },
      {
         "Text": {
            "Contents": "toes",
            "Position": {
               "BeginOffset": 27,
               "EndOffset": 31
            }
         },
         "Category": {
            "Name": "Anatomy & Physiology",
            "CertaintyScore": 0.9963
         },
         "Concept": {
            "Code": "C0040357",
            "Codeset": "https://www.nlm.nih.gov/research/umls",
            "Description": "Toes",
            "CertaintyScore": 0.9998
         }
      }
   ]
}

NormalizationQuery

BETADEV PREVIEW

The NormalizationQuery event type submits code entries (each in a given category) to a third-party vendor for normalization, or processing.

Fields

Show Required Fields Only

Show Translation Fields

Meta
- Meta.DataModel
  String
  Reliable
  Required
  Enrichment
- Meta.EventType
  String
  Reliable
  Required
  NormalizationQuery
- Meta.EventDateTime
  DateTime
  Reliable
  Displays the UTC date and time that an outgoing request is delivered or an incoming request is received.
  ISO 8601 Format
- Meta.Test
  Boolean
  Reliable
  Indicates whether the request is a test or not.
- Meta.Source
  String
  Reliable
  Contains the information for the system initiating the message, including the source ID and name.
  Included in messages from Redox
- Meta.Source.ID
  String
  Reliable
  Identifies the system initiating the message. If you have multiple OAuth API keys per environment type, this value is required. If you have only one OAuth API key per environment type, or you're using legacy API keys, this value is optional.
  UUID
- Meta.Source.Name
  String
  Reliable
  Displays the name of the system initiating the message.
- Meta.Destinations[]
  Array of Objects
  Reliable
  Contains the information for the endpoint(s) receiving the request. A request must contain at least one destination, but asynchronous requests can have more than one destination. Synchronous requests like queries can only support one destination.
  Required when sending data to Redox.
- Meta.Destinations[].ID
  String
  Reliable
  Identifies the endpoint that the request is directed to.
  UUID
- Meta.Destinations[].Name
  String
  Reliable
  Displays the name of the endpoint that the request is directed to.
- Meta.Logs[]
  Array of Objects
  Reliable
  Contains the log identifier(s) for the request.
- Meta.Logs[].ID
  String
  Reliable
  Identifies the request log(s) that correspond to this request. You can use this value to locate the relevant log in the Redox dashboard for support and reference.
  UUID
- Meta.Logs[].AttemptID
  String
  Reliable
  Identifies the request log attempt value, which is useful when retries are possible.
  UUID
- Meta.FacilityCode
  String
  Possible
  Code for the facility related to the message.
  Only use this field if a health system indicates you should. The code is specific to the health system's EHR and might not be unique across health systems. In general, the facility fields within the data models (e.g. OrderingFacility) are more reliable and informative.
Entries
- Entries[]
  Array of Objects
  Reliable
  A list of entries to be normalized. The maximum number of entries that can be included is 100.
- Entries[].Category
  String
  Reliable
  Required
  The category of values in which to find this normalization entry.
  Categories currently supported: Problem.
- Entries[].EntryID
  String
  Possible
  The identifier of the specific entry to be normalized. If not provided, Redox generates an identifier to populate this field in the NormalizationQueryResponse so that you can match the normalized entry to the submitted entry.
- Entries[].Code
  String
  Probable
  Code for the value to be normalized by the third-party vendor.
  You must include either code value or description, or you can provide both.
- Entries[].Codeset
  String
  Probable
  ValueSet
  Code set used to identify the value to be normalized by the third-party vendor.
  
  Supported Values
  
  Additional values may be added by Redox in the future.
- Entries[].Description
  String
  Probable
  Description of the value to be normalized by the third-party vendor.
  You must include either code value or description, or you can provide both.

Sample MessageDownload JSON Schema

{
   "Meta": {
      "DataModel": "Enrichment",
      "EventType": "NormalizationQuery",
      "EventDateTime": "2023-12-05T15:06:15.449Z",
      "Test": true,
      "Source": {
         "ID": "7ce6f387-c33c-417d-8682-81e83628cbd9",
         "Name": "Redox Dev Tools"
      },
      "Destinations": [
         {
            "ID": "af394f14-b34a-464f-8d24-895f370af4c9",
            "Name": "Redox EMR"
         }
      ],
      "Logs": [
         {
            "ID": "d9f5d293-7110-461e-a875-3beb089e79f3",
            "AttemptID": "925d1617-2fe0-468c-a14c-f8c04b572c54"
         }
      ],
      "FacilityCode": null
   },
   "Entries": [
      {
         "Category": "Problem",
         "EntryID": "Diagnosis-0000000001-0",
         "Code": "R07.0",
         "Codeset": "ICD-10",
         "Description": "Pain in throat"
      }
   ]
}

NormalizationQueryResponse

BETADEV PREVIEW

The NormalizationQueryResponse returns the submitted code entries with the matching code values from related code sets. Each returned match includes a confidence score denoting the certainty of the match.

Fields

Show Required Fields Only

Show Translation Fields

Meta
- Meta.DataModel
  String
  Reliable
  Required
  Enrichment
- Meta.EventType
  String
  Reliable
  Required
  NormalizationQueryResponse
- Meta.EventDateTime
  DateTime
  Reliable
  Displays the UTC date and time that an outgoing request is delivered or an incoming request is received.
  ISO 8601 Format
- Meta.Test
  Boolean
  Reliable
  Indicates whether the request is a test or not.
- Meta.Source
  String
  Reliable
  Contains the information for the system initiating the message, including the source ID and name.
  Included in messages from Redox
- Meta.Source.ID
  String
  Reliable
  Identifies the system initiating the message. If you have multiple OAuth API keys per environment type, this value is required. If you have only one OAuth API key per environment type, or you're using legacy API keys, this value is optional.
  UUID
- Meta.Source.Name
  String
  Reliable
  Displays the name of the system initiating the message.
- Meta.Destinations[]
  Array of Objects
  Reliable
  Contains the information for the endpoint(s) receiving the request. A request must contain at least one destination, but asynchronous requests can have more than one destination. Synchronous requests like queries can only support one destination.
  Required when sending data to Redox.
- Meta.Destinations[].ID
  String
  Reliable
  Identifies the endpoint that the request is directed to.
  UUID
- Meta.Destinations[].Name
  String
  Reliable
  Displays the name of the endpoint that the request is directed to.
- Meta.Logs[]
  Array of Objects
  Reliable
  Contains the log identifier(s) for the request.
- Meta.Logs[].ID
  String
  Reliable
  Identifies the request log(s) that correspond to this request. You can use this value to locate the relevant log in the Redox dashboard for support and reference.
  UUID
- Meta.Logs[].AttemptID
  String
  Reliable
  Identifies the request log attempt value, which is useful when retries are possible.
  UUID
- Meta.FacilityCode
  String
  Possible
  Code for the facility related to the message.
  Only use this field if a health system indicates you should. The code is specific to the health system's EHR and might not be unique across health systems. In general, the facility fields within the data models (e.g. OrderingFacility) are more reliable and informative.
Entries
- Entries[]
  Array of Objects
  Reliable
  A list of normalized entries that were submitted with the NormalizationQuery.
- Entries[].Category
  String
  Reliable
  Required
  The category of values for this normalization entry.
  One of the following: Problem
- Entries[].Status
  String
  Reliable
  Required
  The outcome of this specific entry's normalization.
  One of the following: Success, Error
- Entries[].Transaction
  Object
  Reliable
  Contains details about the vendor that performed the enrichment.
- Entries[].Transaction.VendorID
  String
  Reliable
  Required
  The identifier of the third-party vendor that processed the enrichment request.
- Entries[].Transaction.ID
  String
  Reliable
  Required
  The identifier of the specific enrichment transaction, which is generated by the third-party vendor. You can use this identifier to reconcile transactions (e.g., for billing review). Note that multiple entries might have the same transaction identifier if a vendor supports batch enrichment.
- Entries[].Submitted
  Object
  Reliable
  A copy of the entry input data provided in your Normalization Query.
- Entries[].Submitted.Category
  String
  Reliable
  Required
  The category of values in which to find this normalization entry.
  Categories currently supported: Problem. This is an unmodified copy of the value submitted in your Normalization Query.
- Entries[].Submitted.EntryID
  String
  Possible
  This is an unmodified copy of the value submitted in the NormalizationQuery. If you didn't provide an ID, Redox generates one for you.
  - This is an unmodified copy of the value submitted in your Normalization Query.*
- Entries[].Submitted.Code
  String
  Probable
  Code for the value to be normalized by the third-party vendor.
  You must include either code value or description, or you can provide both. This is an unmodified copy of the value submitted in your Normalization Query.
- Entries[].Submitted.Codeset
  String
  Probable
  ValueSet
  Code set used to identify the value to be normalized by the third-party vendor.
  
  Supported Values
  
  Additional values may be added by Redox in the future.
- Entries[].Submitted.Description
  String
  Probable
  Description of the value to be normalized by the third-party vendor.
  You must include either code value or description, or you can provide both. This is an unmodified copy of the value submitted in your Normalization Query.
- Entries[].Normalization[]
  Array of Objects
  Probable
  The output of the normalization transaction. If normalization results in an error, this array contains the error information. If normalization results in a success, this array contains the normalized entry data.
- Entries[].Normalization[].LexicalReference
  Object
  Reliable
  The principal code value that was matched with the input data provided for this entry.
- Entries[].Normalization[].LexicalReference.Code
  String
  Reliable
  The value of the normalized match for the submitted code value.
- Entries[].Normalization[].LexicalReference.Name
  String
  Reliable
  The name of the normalized match of the submitted code value.
- Entries[].Normalization[].LexicalReference.DefaultCode
  String
  Probable
  The value of the default variant of the normalized match for the submitted code value.
- Entries[].Normalization[].LexicalReference.DefaultName
  String
  Probable
  The name or of the default variant of the normalized match for the submitted code value.
- Entries[].Normalization[].Score
  Object
  Reliable
  The quantified confidence that the Lexical Reference value matches the input data provided for this entry.
- Entries[].Normalization[].Score.Value
  Numeric
  Reliable
  The quality/certainty score for the Lexical Reference match, between 0 and 1: an exact match has a score value of 1.
- Entries[].Normalization[].Score.Description
  String
  Reliable
  The description of the confidence score for the normalization. A score of 1 will have a description of Exact.
- Entries[].Normalization[].Matches[]
  Array of Objects
  Reliable
  Any related coded values associated with the matched Lexical Reference value, collected by code system.
- Entries[].Normalization[].Matches[].Codeset
  String
  Reliable
  Coding system to which the related codes belong (e.g. ICD-10-CM, ICD-9-CM, SNOMED CT)
- Entries[].Normalization[].Matches[].Status
  String
  Reliable
  The outcome of matching the lexical reference code to this specific Code Set.
  One of the following: Success, Not Codeable, Insufficient Data
- Entries[].Normalization[].Matches[].Codes[]
  Array of Objects
  Reliable
  The collection of related coded values within this Match's code set, if matching was successful.
- Entries[].Normalization[].Matches[].Codes[].Code
  String
  Reliable
  The code value in the indicated code set in the normalization category.
- Entries[].Normalization[].Matches[].Codes[].MatchPriority
  String
  Reliable
  Indicates the priority for this match (e.g. Preferred Primary or Preferred).
- Entries[].Normalization[].Matches[].Codes[].Variants[]
  String
  Reliable
  A collection of variants for the code value; for example, multiple titles might apply to the same code.
- Entries[].Normalization[].Matches[].Codes[].Variants[].Title
  String
  Reliable
  A specific title of the code value variant.
- Entries[].Normalization[].Matches[].Codes[].Variants[].TitleStatus
  String
  Probable
  The status of this title for the code value variant, if a status is applicable.
- Entries[].Normalization[].Matches[].Codes[].Variants[].TitleType
  String
  Probable
  If the title of this variant can be categorized, this is the type description.
- Entries[].Normalization[].Matches[].Codes[].Variants[].ExtendedProperties[]
  Array of Objects
  Probable
  The collection of any metadata properties about this specific code variant.
- Entries[].Normalization[].Matches[].Codes[].Variants[].ExtendedProperties[].Category
  String
  Probable
  The category name of this set of extended properties of this variant.
- Entries[].Normalization[].Matches[].Codes[].Variants[].ExtendedProperties[].Properties[]
  Array of Objects
  Probable
  The collection of extended properties within the given category.
- Entries[].Normalization[].Matches[].Codes[].Variants[].ExtendedProperties[].Properties[].Property
  String
  Probable
  The extended property name or code within the given category.
- Entries[].Normalization[].Matches[].Codes[].Variants[].ExtendedProperties[].Properties[].Value
  String
  Probable
  The value of the extended property within the given category.
- Entries[].Error
  Object
  Probable
  If enrichment operation results in an error, this object contains the error details. If the operation results in a success, this object is null. Note that it's possible for some operations in a request to succeed while others fail.
- Entries[].Error.Code
  String
  Probable
  Contains the error code as defined by the third-party vendor.
- Entries[].Error.Message
  String
  Probable
  Describes the error that disrupted the enrichment operation.

Sample MessageDownload JSON Schema

{
   "Meta": {
      "DataModel": "Enrichment",
      "EventType": "NormalizationQueryResponse",
      "EventDateTime": "2023-12-05T15:06:15.449Z",
      "Test": true,
      "Source": {
         "ID": "7ce6f387-c33c-417d-8682-81e83628cbd9",
         "Name": "Redox Dev Tools"
      },
      "Destinations": [
         {
            "ID": "af394f14-b34a-464f-8d24-895f370af4c9",
            "Name": "Redox EMR"
         }
      ],
      "Logs": [
         {
            "ID": "d9f5d293-7110-461e-a875-3beb089e79f3",
            "AttemptID": "925d1617-2fe0-468c-a14c-f8c04b572c54"
         }
      ],
      "FacilityCode": null
   },
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NormalizationQuerylink

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NormalizationQuery

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