Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Pregnancy associated plasma protein A
- Property: ACnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Pregnancy associated plasma protein A"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: PAPPA


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Apolipoprotein B-100
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Apolipoprotein B-100"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: APOB100


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Coagulation factor VII activity actual/Normal
- Property: RelTime
- System/Specimen: PPP
- Scale: Qn
- Method: Coag
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Coagulation factor VII activity actual/Normal"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: FVIIAAC


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Antithrombin actual/Normal
- Property: RelCCnc
- System/Specimen: PPP
- Scale: Qn
- Method: Chromo
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Antithrombin actual/Normal"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: ATHMBAC


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Triglyceride
- Property: MCnc
- System/Specimen: Bld
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Triglyceride"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: TRIG


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Retinol
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Retinol"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: VITA


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Reticulocytes/100 erythrocytes
- Property: NFr
- System/Specimen: Bld
- Scale: Qn
- Method: Manual count
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Reticulocytes/100 erythrocytes"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: RETIRBC


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Cardiolipin Ab.IgG
- Property: ACnc
- System/Specimen: Ser
- Scale: Qn
- Method: IA
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Cardiolipin Ab.IgG"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CRDIGGAB


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Thyroxine.free
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Thyroxine.free"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: T4FR


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Creatine kinase.MB
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Creatine kinase.MB"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CKMB


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Creatinine
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Creatinine"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CREAT


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Thyroxine.free
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Thyroxine.free"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: T4FR


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Blasts/100 leukocytes
- Property: NFr
- System/Specimen: Body fld
- Scale: Qn
- Method: Manual count
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Blasts/100 leukocytes"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: BLASTLE


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Fatty casts
- Property: Naric
- System/Specimen: Urine sed
- Scale: Qn
- Method: Microscopy.light.LPF
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Fatty casts"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CSFAT


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Apolipoprotein E
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Apolipoprotein E"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: APOE


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Cholesterol.in LDL
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Calculated
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Cholesterol.in LDL"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: LDL


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Glomerular filtration rate/1.73 sq M.predicted.non black
- Property: ArVRat
- System/Specimen: Ser/Plas/Bld
- Scale: Qn
- Method: Creatinine-based formula (MDRD)
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Glomerular filtration rate/1.73 sq M.predicted.non black"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: GFRBSCRT


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Beta 2 glycoprotein 1 Ab.IgA
- Property: ACnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: IA
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Beta 2 glycoprotein 1 Ab.IgA"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: B2G1GAAB


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Sodium
- Property: SCnc
- System/Specimen: Bld
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Sodium"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: SODIUM


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Protein
- Property: MCnc
- System/Specimen: Body fld
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Protein"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: PROT


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Glomerular filtration rate/1.73 sq M.predicted.black
- Property: ArVRat
- System/Specimen: Ser/Plas/Bld
- Scale: Qn
- Method: Creatinine-based formula (MDRD)
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Glomerular filtration rate/1.73 sq M.predicted.black"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: GFRBSCRT


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Nordiazepam
- Property: MCnc
- System/Specimen: Urine
- Scale: Qn
- Method: Confirm
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Nordiazepam"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: NRDZPM


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Lactate dehydrogenase
- Property: CCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Reaction: pyruvate to lactate
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Lactate dehydrogenase"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: LDH


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Erythrocytes
- Property: NCnc
- System/Specimen: Urine
- Scale: Qn
- Method: Test strip
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Erythrocytes"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: RBC


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Fat
- Property: PrThr
- System/Specimen: Stool
- Scale: Ord
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Fat"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: FAT


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Albumin
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Electrophoresis
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Albumin"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: ALB


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Apolipoprotein B
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Apolipoprotein B"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: APOB


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Antithrombin Ag
- Property: ACnc
- System/Specimen: PPP
- Scale: Qn
- Method: IA
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Antithrombin Ag"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: ANTHRMAG


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Inhibin A
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Inhibin A"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: INHIBINA


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Ethanol
- Property: PrThr
- System/Specimen: Urine
- Scale: Ord
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Ethanol"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: ETHANOL


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: HYDROcodone
- Property: PrThr
- System/Specimen: Urine
- Scale: Ord
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "HYDROcodone"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: HYDCDN


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Erythrocyte mean corpuscular volume
- Property: EntVol
- System/Specimen: RBC
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Erythrocyte mean corpuscular volume"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: MCV


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Cholesterol.total/Cholesterol.in HDL
- Property: SRto
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Cholesterol.total/Cholesterol.in HDL"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CHOLHDL


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Insulin.free
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Insulin.free"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: INSLNFR


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Androstenedione
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Androstenedione"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: ANDSTNDN


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Gamma globulin/Protein.total
- Property: MFr
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Electrophoresis
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Gamma globulin/Protein.total"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: GLOBGPT


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Alpha 2 globulin
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Electrophoresis
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Alpha 2 globulin"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: GLOBA2


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Urea
- Property: SCnc
- System/Specimen: Bld
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Urea"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: UREA


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Sodium
- Property: SRat
- System/Specimen: Urine
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Sodium"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: SODMEXR


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Base deficit
- Property: SCnc
- System/Specimen: Bld
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Base deficit"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: BASEDEF


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Normetanephrine
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Normetanephrine"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: NORMETA


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Chloride
- Property: SCnc
- System/Specimen: Bld
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Chloride"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CL


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Troponin I.cardiac
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Troponin I.cardiac"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: TROPONI3


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Glucose
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Glucose"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: GLUC


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Alpha-1-Fetoprotein.tumor marker
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Alpha-1-Fetoprotein.tumor marker"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: AFP


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Transferrin
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Transferrin"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: TFERRIN


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Cortisol^PM trough specimen
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Cortisol^PM trough specimen"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CORTISOL


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Lysergate diethylamide
- Property: PrThr
- System/Specimen: Urine
- Scale: Ord
- Method: Screen
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Lysergate diethylamide"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: LSD


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Thrombin antithrombin complex Ag
- Property: MCnc
- System/Specimen: PPP
- Scale: Qn
- Method: IA
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Thrombin antithrombin complex Ag"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: TATC


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Color
- Property: Type
- System/Specimen: Body fld
- Scale: Nom
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Color"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: COLOR


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Beta-2-Microglobulin
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Beta-2-Microglobulin"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: B2MICG


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Anion gap
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Anion gap"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: ANIONG


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Mucus
- Property: Naric
- System/Specimen: Urine sed
- Scale: Qn
- Method: Microscopy.light.LPF
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Mucus"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: MUCTHR


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Folate
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Folate"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: VITB9


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Acid phosphatase
- Property: CCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Acid phosphatase"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: ACPHOS


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Rheumatoid factor
- Property: PrThr
- System/Specimen: Ser
- Scale: Ord
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Rheumatoid factor"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: RF


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Beta 1 globulin/Protein.total
- Property: MFr
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Electrophoresis
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Beta 1 globulin/Protein.total"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: GLOBB1PT


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Thyrotropin
- Property: ACnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Thyrotropin"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: TSH


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Hematocrit
- Property: VFr
- System/Specimen: Bld
- Scale: Qn
- Method: Spun
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Hematocrit"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: HCT


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Eosinophils/100 leukocytes
- Property: NFr
- System/Specimen: Body Fld
- Scale: Qn
- Method: Manual count
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Eosinophils/100 leukocytes"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: EOSLE


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Cholesterol.in LDL
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Calculated
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Cholesterol.in LDL"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: LDL


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Triiodothyronine.free
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Triiodothyronine.free"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: T3FR


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Phosphate
- Property: SCnc
- System/Specimen: Bld
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Phosphate"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: PHOS


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Iron binding capacity.unsaturated
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Iron binding capacity.unsaturated"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: IBCU


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Choriogonadotropin.beta subunit.free
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Choriogonadotropin.beta subunit.free"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: HCGFR


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Erythrocyte sedimentation rate
- Property: Vel
- System/Specimen: Bld
- Scale: Qn
- Method: Westergren
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Erythrocyte sedimentation rate"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: ESR


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Progesterone
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Progesterone"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: PROGEST


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Carbon dioxide
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Carbon dioxide"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CO2


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: PH
- Property: LsCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "PH"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: PH


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Hemoglobin.free
- Property: MCnc
- System/Specimen: Ser
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Hemoglobin.free"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: HGBFR


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Thyroxine binding globulin
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Thyroxine binding globulin"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: TBG


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Testosterone.free
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: RIA
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Testosterone.free"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: TESTOSFR


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Cholesterol.in HDL/Cholesterol.total
- Property: SRto
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Cholesterol.in HDL/Cholesterol.total"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: HDLCCHOL


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Pregnenolone
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Pregnenolone"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: PRGNENLN


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: von Willebrand factor Ag actual/Normal
- Property: RelMCnc
- System/Specimen: PPP
- Scale: Ord
- Method: IA
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "von Willebrand factor Ag actual/Normal"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: VWFAC


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Alkaline phosphatase
- Property: CCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Alkaline phosphatase"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: ALP


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Cholesterol.in VLDL
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Calculated
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Cholesterol.in VLDL"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: VLDL


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Methamphetamine
- Property: PrThr
- System/Specimen: Urine
- Scale: Ord
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Methamphetamine"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: METHAMPH


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Sodium
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Sodium"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: SODIUM


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Ascorbate
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Ascorbate"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: VITC


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Prealbumin
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Prealbumin"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: PREALB


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Epithelial casts
- Property: PrThr
- System/Specimen: Urine sed
- Scale: Ord
- Method: Microscopy.light
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Epithelial casts"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CSEPI


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Base deficit
- Property: SCnc
- System/Specimen: BldCoV
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Base deficit"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: BASEDEF


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Phenytoin
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Phenytoin"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: PHENYTN


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Casts
- Property: Naric
- System/Specimen: Urine sed
- Scale: Qn
- Method: Microscopy.light.LPF
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Casts"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CASTS


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Normetanephrine
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Normetanephrine"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: NORMETA


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Tetrahydrocannabinol
- Property: PrThr
- System/Specimen: Urine
- Scale: Ord
- Method: Screen
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Tetrahydrocannabinol"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: THC


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Urea nitrogen
- Property: SCnc
- System/Specimen: Urine
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Urea nitrogen"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: UREAN


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Beta hydroxybutyrate
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Beta hydroxybutyrate"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: BHYXBTR


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Hemoglobin.free
- Property: SCnc
- System/Specimen: Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Hemoglobin.free"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: HGBFR


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Progesterone
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Progesterone"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: PROGEST


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Vanillylmandelate
- Property: SCnc
- System/Specimen: Urine
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Vanillylmandelate"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: VMA


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Erythrocytes
- Property: NCnc
- System/Specimen: Bld
- Scale: Qn
- Method: Automated count
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Erythrocytes"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: RBC


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Benzoylecgonine
- Property: PrThr
- System/Specimen: Meconium
- Scale: Ord
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Benzoylecgonine"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: BNZLCGN


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Glomerular filtration rate/1.73 sq M.predicted
- Property: ArVRat
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Creatinine-based formula (MDRD)
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Glomerular filtration rate/1.73 sq M.predicted"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: GFRBSCRT


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Sodium
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Sodium"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: SODIUM


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Blasts
- Property: NCnc
- System/Specimen: Bld
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Blasts"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: BLAST


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: 17-Hydroxyprogesterone
- Property: SCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "17-Hydroxyprogesterone"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: HYPGST17


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Bilirubin
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Bilirubin"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: BILI


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Coagulation surface induced.hexagonal phase phospholipid
- Property: Time
- System/Specimen: PPP
- Scale: Qn
- Method: Coag
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Coagulation surface induced.hexagonal phase phospholipid"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: APTTLAS


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Dextroamphetamine
- Property: PrThr
- System/Specimen: Urine
- Scale: Ord
- Method: Screen
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Dextroamphetamine"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: AMPHETD


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Methanol
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Methanol"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: METHANOL


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: oxyCODONE
- Property: PrThr
- System/Specimen: Urine
- Scale: Ord
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "oxyCODONE"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: OXYCDN


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Cancer Ag 125
- Property: ACnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Cancer Ag 125"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CA125AG


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Triacylglycerol lipase
- Property: CCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Triacylglycerol lipase"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: LIPASEP


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Casts
- Property: PrThr
- System/Specimen: Urine sed
- Scale: Ord
- Method: Microscopy.light
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Casts"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CASTS


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: C peptide
- Property: MCnc
- System/Specimen: Ser/Plas
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "C peptide"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CPEPTIDE


Prompt:
You are a CDISC SDTM expert mapper. Your task is to map LOINC laboratory test codes to SDTM-LB domain variables.

Given this LOINC test:
- LOINC Code:
- Component: Cortisol.free
- Property: MCnc
- System/Specimen: Urine
- Scale: Qn
- Method: Not specified
- Time Aspect: Not specified
- LOINC Class: Not specified

Your task: Derive the LBTESTCD (Lab Test Short Code) for this LOINC code.

CRITICAL LBTESTCD RULES:
1. LBTESTCD MUST be derived DIRECTLY from the LOINC component name: "Cortisol.free"
2. Maximum 8 characters (CDISC standard), uppercase only, alphanumeric
3. NEVER use codes from different tests
4. Common patterns:
   - Short component → Use as-is: "Glucose" → "GLUCOSE"
   - Long component → Abbreviate logically: "Bacteria" → "BACTERIA" (8 chars)
   - Complex name → Take key parts: "SARS-CoV-2 RNA" → "SCV2RNA" or "SARSCOV2"

Respond with the LBTESTCD code only.

Response: CORTFR