Andrew Charlwood
adc1dbfc58
Tested full refresh pipeline end-to-end with real Snowflake data: - Fixed trust filter to read Name column from defaultTrusts.csv - Fixed Decimal type handling in calculate_cost_per_patient_per_annum - Fixed array handling in convert_to_records for average_administered - Added required reference CSV files to data/ directory - Configured Snowflake connection (account, warehouse, user) Results: - Snowflake fetch: 656,695 records in ~7s - Transformations: 519,848 records after UPID/drug/directory - Pathway nodes: 293 for all_6mo (8 trusts, 14 directories) - Total processing time: ~6.2 minutes
216 lines
10 KiB
CSV
216 lines
10 KiB
CSV
Name,Code
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MANCHESTER UNIVERSITY NHS FOUNDATION TRUST,R0A
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SOUTH TYNESIDE AND SUNDERLAND NHS FOUNDATION TRUST,R0B
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UNIVERSITY HOSPITALS DORSET NHS FOUNDATION TRUST,R0D
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HEREFORDSHIRE AND WORCESTERSHIRE HEALTH AND CARE NHS TRUST,R1A
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SOLENT NHS TRUST,R1C
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SHROPSHIRE COMMUNITY HEALTH NHS TRUST,R1D
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ISLE OF WIGHT NHS TRUST,R1F
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BARTS HEALTH NHS TRUST,R1H
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LONDON NORTH WEST UNIVERSITY HEALTHCARE NHS TRUST,R1K
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ESSEX PARTNERSHIP UNIVERSITY NHS FOUNDATION TRUST,R1L
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ROYAL SURREY COUNTY HOSPITAL NHS FOUNDATION TRUST,RA2
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YEOVIL DISTRICT HOSPITAL NHS FOUNDATION TRUST,RA4
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UNIVERSITY HOSPITALS BRISTOL AND WESTON NHS FOUNDATION TRUST,RA7
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TORBAY AND SOUTH DEVON NHS FOUNDATION TRUST,RA9
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BRADFORD TEACHING HOSPITALS NHS FOUNDATION TRUST,RAE
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MID AND SOUTH ESSEX NHS FOUNDATION TRUST,RAJ
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ROYAL FREE LONDON NHS FOUNDATION TRUST,RAL
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ROYAL NATIONAL ORTHOPAEDIC HOSPITAL NHS TRUST,RAN
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NORTH MIDDLESEX UNIVERSITY HOSPITAL NHS TRUST,RAP
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THE HILLINGDON HOSPITALS NHS FOUNDATION TRUST,RAS
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NORTH EAST LONDON NHS FOUNDATION TRUST,RAT
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KINGSTON HOSPITAL NHS FOUNDATION TRUST,RAX
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DORSET COUNTY HOSPITAL NHS FOUNDATION TRUST,RBD
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WALSALL HEALTHCARE NHS TRUST,RBK
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WIRRAL UNIVERSITY TEACHING HOSPITAL NHS FOUNDATION TRUST,RBL
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ST HELENS AND KNOWSLEY TEACHING HOSPITALS NHS TRUST,RBN
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LIVERPOOL HEART AND CHEST HOSPITAL NHS FOUNDATION TRUST,RBQ
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ALDER HEY CHILDREN'S NHS FOUNDATION TRUST,RBS
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MID CHESHIRE HOSPITALS NHS FOUNDATION TRUST,RBT
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THE CHRISTIE NHS FOUNDATION TRUST,RBV
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NORTHERN DEVON HEALTHCARE NHS TRUST,RBZ
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BEDFORDSHIRE HOSPITALS NHS FOUNDATION TRUST,RC9
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YORK AND SCARBOROUGH TEACHING HOSPITALS NHS FOUNDATION TRUST,RCB
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HARROGATE AND DISTRICT NHS FOUNDATION TRUST,RCD
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AIREDALE NHS FOUNDATION TRUST,RCF
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SHEFFIELD CHILDREN'S NHS FOUNDATION TRUST,RCU
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THE QUEEN ELIZABETH HOSPITAL,RCX
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ROYAL UNITED HOSPITALS BATH NHS FOUNDATION TRUST,RD1
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MILTON KEYNES UNIVERSITY HOSPITAL NHS FOUNDATION TRUST,RD8
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EAST SUFFOLK AND NORTH ESSEX NHS FOUNDATION TRUST,RDE
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SUSSEX COMMUNITY NHS FOUNDATION TRUST,RDR
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FRIMLEY HEALTH NHS FOUNDATION TRUST,RDU
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DORSET HEALTHCARE UNIVERSITY NHS FOUNDATION TRUST,RDY
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ROYAL CORNWALL HOSPITALS NHS TRUST,REF
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LIVERPOOL UNIVERSITY HOSPITALS NHS FOUNDATION TRUST,REM
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THE CLATTERBRIDGE CANCER CENTRE NHS FOUNDATION TRUST,REN
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LIVERPOOL WOMEN'S NHS FOUNDATION TRUST,REP
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THE WALTON CENTRE NHS FOUNDATION TRUST,RET
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BARKING,RF4
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BARNSLEY HOSPITAL NHS FOUNDATION TRUST,RFF
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THE ROTHERHAM NHS FOUNDATION TRUST,RFR
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CHESTERFIELD ROYAL HOSPITAL NHS FOUNDATION TRUST,RFS
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LEEDS AND YORK PARTNERSHIP NHS FOUNDATION TRUST,RGD
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ROYAL PAPWORTH HOSPITAL NHS FOUNDATION TRUST,RGM
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NORTH WEST ANGLIA NHS FOUNDATION TRUST,RGN
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JAMES PAGET UNIVERSITY HOSPITALS NHS FOUNDATION TRUST,RGP
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WEST SUFFOLK NHS FOUNDATION TRUST,RGR
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CAMBRIDGE UNIVERSITY HOSPITALS NHS FOUNDATION TRUST,RGT
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SOMERSET NHS FOUNDATION TRUST,RH5
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ROYAL DEVON UNIVERSITY HEALTHCARE NHS FOUNDATION TRUST,RH8
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NOTTINGHAMSHIRE HEALTHCARE NHS FOUNDATION TRUST,RHA
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UNIVERSITY HOSPITAL SOUTHAMPTON NHS FOUNDATION TRUST,RHM
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SHEFFIELD TEACHING HOSPITALS NHS FOUNDATION TRUST,RHQ
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PORTSMOUTH HOSPITALS UNIVERSITY NATIONAL HEALTH SERVICE TRUST,RHU
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ROYAL BERKSHIRE NHS FOUNDATION TRUST,RHW
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GUY'S AND ST THOMAS' NHS FOUNDATION TRUST,RJ1
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LEWISHAM AND GREENWICH NHS TRUST,RJ2
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CROYDON HEALTH SERVICES NHS TRUST,RJ6
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ST GEORGE'S UNIVERSITY HOSPITALS NHS FOUNDATION TRUST,RJ7
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CORNWALL PARTNERSHIP NHS FOUNDATION TRUST,RJ8
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SOUTH WARWICKSHIRE NHS FOUNDATION TRUST,RJC
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UNIVERSITY HOSPITALS OF NORTH MIDLANDS NHS TRUST,RJE
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NORTHERN LINCOLNSHIRE AND GOOLE NHS FOUNDATION TRUST,RJL
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EAST CHESHIRE NHS TRUST,RJN
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COUNTESS OF CHESTER HOSPITAL NHS FOUNDATION TRUST,RJR
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KING'S COLLEGE HOSPITAL NHS FOUNDATION TRUST,RJZ
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SHERWOOD FOREST HOSPITALS NHS FOUNDATION TRUST,RK5
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UNIVERSITY HOSPITALS PLYMOUTH NHS TRUST,RK9
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UNIVERSITY HOSPITALS COVENTRY AND WARWICKSHIRE NHS TRUST,RKB
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WHITTINGTON HEALTH NHS TRUST,RKE
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WEST LONDON NHS TRUST,RKL
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THE ROBERT JONES AND AGNES HUNT ORTHOPAEDIC HOSPITAL NHS FOUNDATION TRUST,RL1
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THE ROYAL WOLVERHAMPTON NHS TRUST,RL4
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WYE VALLEY NHS TRUST,RLQ
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GEORGE ELIOT HOSPITAL NHS TRUST,RLT
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NORTH STAFFORDSHIRE COMBINED HEALTHCARE NHS TRUST,RLY
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NORFOLK AND NORWICH UNIVERSITY HOSPITALS NHS FOUNDATION TRUST,RM1
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NORTHERN CARE ALLIANCE NHS FOUNDATION TRUST,RM3
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BOLTON NHS FOUNDATION TRUST,RMC
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TAMESIDE AND GLOSSOP INTEGRATED CARE NHS FOUNDATION TRUST,RMP
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NORFOLK AND SUFFOLK NHS FOUNDATION TRUST,RMY
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GREAT WESTERN HOSPITALS NHS FOUNDATION TRUST,RN3
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HAMPSHIRE HOSPITALS NHS FOUNDATION TRUST,RN5
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DARTFORD AND GRAVESHAM NHS TRUST,RN7
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THE DUDLEY GROUP NHS FOUNDATION TRUST,RNA
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TAVISTOCK AND PORTMAN NHS FOUNDATION TRUST,RNK
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NORTH CUMBRIA INTEGRATED CARE NHS FOUNDATION TRUST,RNN
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KETTERING GENERAL HOSPITAL NHS FOUNDATION TRUST,RNQ
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NORTHAMPTON GENERAL HOSPITAL NHS TRUST,RNS
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OXFORD HEALTH NHS FOUNDATION TRUST,RNU
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SALISBURY NHS FOUNDATION TRUST,RNZ
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NORTHAMPTONSHIRE HEALTHCARE NHS FOUNDATION TRUST,RP1
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GREAT ORMOND STREET HOSPITAL FOR CHILDREN NHS FOUNDATION TRUST,RP4
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DONCASTER AND BASSETLAW TEACHING HOSPITALS NHS FOUNDATION TRUST,RP5
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MOORFIELDS EYE HOSPITAL NHS FOUNDATION TRUST,RP6
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LINCOLNSHIRE PARTNERSHIP NHS FOUNDATION TRUST,RP7
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MEDWAY NHS FOUNDATION TRUST,RPA
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QUEEN VICTORIA HOSPITAL NHS FOUNDATION TRUST,RPC
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OXLEAS NHS FOUNDATION TRUST,RPG
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THE ROYAL MARSDEN NHS FOUNDATION TRUST,RPY
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BIRMINGHAM WOMEN'S AND CHILDREN'S NHS FOUNDATION TRUST,RQ3
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VELINDRE NHS TRUST,RQF
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CHELSEA AND WESTMINSTER HOSPITAL NHS FOUNDATION TRUST,RQM
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THE PRINCESS ALEXANDRA HOSPITAL NHS TRUST,RQW
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HOMERTON HEALTHCARE NHS FOUNDATION TRUST,RQX
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SOUTH WEST LONDON AND ST GEORGE'S MENTAL HEALTH NHS TRUST,RQY
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GATESHEAD HEALTH NHS FOUNDATION TRUST,RR7
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LEEDS TEACHING HOSPITALS NHS TRUST,RR8
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MIDLANDS PARTNERSHIP NHS FOUNDATION TRUST,RRE
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WRIGHTINGTON,RRF
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THE ROYAL ORTHOPAEDIC HOSPITAL NHS FOUNDATION TRUST,RRJ
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UNIVERSITY HOSPITALS BIRMINGHAM NHS FOUNDATION TRUST,RRK
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BARNET,RRP
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LONDON AMBULANCE SERVICE NHS TRUST,RRU
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UNIVERSITY COLLEGE LONDON HOSPITALS NHS FOUNDATION TRUST,RRV
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CAMBRIDGESHIRE AND PETERBOROUGH NHS FOUNDATION TRUST,RT1
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PENNINE CARE NHS FOUNDATION TRUST,RT2
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WELSH AMBULANCE SERVICES NHS TRUST,RT4
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LEICESTERSHIRE PARTNERSHIP NHS TRUST,RT5
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THE NEWCASTLE UPON TYNE HOSPITALS NHS FOUNDATION TRUST,RTD
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GLOUCESTERSHIRE HOSPITALS NHS FOUNDATION TRUST,RTE
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NORTHUMBRIA HEALTHCARE NHS FOUNDATION TRUST,RTF
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UNIVERSITY HOSPITALS OF DERBY AND BURTON NHS FOUNDATION TRUST,RTG
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OXFORD UNIVERSITY HOSPITALS NHS FOUNDATION TRUST,RTH
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ASHFORD AND ST PETER'S HOSPITALS NHS FOUNDATION TRUST,RTK
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SURREY AND SUSSEX HEALTHCARE NHS TRUST,RTP
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GLOUCESTERSHIRE HEALTH AND CARE NHS FOUNDATION TRUST,RTQ
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SOUTH TEES HOSPITALS NHS FOUNDATION TRUST,RTR
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NORTH WEST BOROUGHS HEALTHCARE NHS FOUNDATION TRUST,RTV
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UNIVERSITY HOSPITALS OF MORECAMBE BAY NHS FOUNDATION TRUST,RTX
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CENTRAL AND NORTH WEST LONDON NHS FOUNDATION TRUST,RV3
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SOUTH LONDON AND MAUDSLEY NHS FOUNDATION TRUST,RV5
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HUMBER TEACHING NHS FOUNDATION TRUST,RV9
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NORTH BRISTOL NHS TRUST,RVJ
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AVON AND WILTSHIRE MENTAL HEALTH PARTNERSHIP NHS TRUST,RVN
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EPSOM AND ST HELIER UNIVERSITY HOSPITALS NHS TRUST,RVR
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EAST KENT HOSPITALS UNIVERSITY NHS FOUNDATION TRUST,RVV
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NORTH TEES AND HARTLEPOOL NHS FOUNDATION TRUST,RVW
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SOUTHPORT AND ORMSKIRK HOSPITAL NHS TRUST,RVY
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SOUTHERN HEALTH NHS FOUNDATION TRUST,RW1
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MERSEY CARE NHS FOUNDATION TRUST,RW4
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LANCASHIRE & SOUTH CUMBRIA NHS FOUNDATION TRUST,RW5
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PENNINE ACUTE HOSPITALS NHS TRUST,RW6
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HULL UNIVERSITY TEACHING HOSPITALS NHS TRUST,RWA
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UNITED LINCOLNSHIRE HOSPITALS NHS TRUST,RWD
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UNIVERSITY HOSPITALS OF LEICESTER NHS TRUST,RWE
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MAIDSTONE AND TUNBRIDGE WELLS NHS TRUST,RWF
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WEST HERTFORDSHIRE TEACHING HOSPITALS NHS TRUST,RWG
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EAST AND NORTH HERTFORDSHIRE NHS TRUST,RWH
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STOCKPORT NHS FOUNDATION TRUST,RWJ
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EAST LONDON NHS FOUNDATION TRUST,RWK
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WORCESTERSHIRE ACUTE HOSPITALS NHS TRUST,RWP
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HERTFORDSHIRE PARTNERSHIP UNIVERSITY NHS FOUNDATION TRUST,RWR
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DEVON PARTNERSHIP NHS TRUST,RWV
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WARRINGTON AND HALTON TEACHING HOSPITALS NHS FOUNDATION TRUST,RWW
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BERKSHIRE HEALTHCARE NHS FOUNDATION TRUST,RWX
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CALDERDALE AND HUDDERSFIELD NHS FOUNDATION TRUST,RWY
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NOTTINGHAM UNIVERSITY HOSPITALS NHS TRUST,RX1
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SUSSEX PARTNERSHIP NHS FOUNDATION TRUST,RX2
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TEES,RX3
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CUMBRIA,RX4
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NORTH EAST AMBULANCE SERVICE NHS FOUNDATION TRUST,RX6
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NORTH WEST AMBULANCE SERVICE NHS TRUST,RX7
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YORKSHIRE AMBULANCE SERVICE NHS TRUST,RX8
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EAST MIDLANDS AMBULANCE SERVICE NHS TRUST,RX9
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CHESHIRE AND WIRRAL PARTNERSHIP NHS FOUNDATION TRUST,RXA
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EAST SUSSEX HEALTHCARE NHS TRUST,RXC
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ROTHERHAM DONCASTER AND SOUTH HUMBER NHS FOUNDATION TRUST,RXE
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MID YORKSHIRE HOSPITALS NHS TRUST,RXF
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SOUTH WEST YORKSHIRE PARTNERSHIP NHS FOUNDATION TRUST,RXG
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SANDWELL AND WEST BIRMINGHAM HOSPITALS NHS TRUST,RXK
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BLACKPOOL TEACHING HOSPITALS NHS FOUNDATION TRUST,RXL
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DERBYSHIRE HEALTHCARE NHS FOUNDATION TRUST,RXM
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LANCASHIRE TEACHING HOSPITALS NHS FOUNDATION TRUST,RXN
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COUNTY DURHAM AND DARLINGTON NHS FOUNDATION TRUST,RXP
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BUCKINGHAMSHIRE HEALTHCARE NHS TRUST,RXQ
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EAST LANCASHIRE HOSPITALS NHS TRUST,RXR
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BIRMINGHAM AND SOLIHULL MENTAL HEALTH NHS FOUNDATION TRUST,RXT
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GREATER MANCHESTER MENTAL HEALTH NHS FOUNDATION TRUST,RXV
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THE SHREWSBURY AND TELFORD HOSPITAL NHS TRUST,RXW
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SURREY AND BORDERS PARTNERSHIP NHS FOUNDATION TRUST,RXX
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KENT AND MEDWAY NHS AND SOCIAL CARE PARTNERSHIP TRUST,RXY
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BRIDGEWATER COMMUNITY HEALTHCARE NHS FOUNDATION TRUST,RY2
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NORFOLK COMMUNITY HEALTH AND CARE NHS TRUST,RY3
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HERTFORDSHIRE COMMUNITY NHS TRUST,RY4
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LINCOLNSHIRE COMMUNITY HEALTH SERVICES NHS TRUST,RY5
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LEEDS COMMUNITY HEALTHCARE NHS TRUST,RY6
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WIRRAL COMMUNITY HEALTH AND CARE NHS FOUNDATION TRUST,RY7
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DERBYSHIRE COMMUNITY HEALTH SERVICES NHS FOUNDATION TRUST,RY8
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HOUNSLOW AND RICHMOND COMMUNITY HEALTHCARE NHS TRUST,RY9
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WEST MIDLANDS AMBULANCE SERVICE UNIVERSITY NHS FOUNDATION TRUST,RYA
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EAST OF ENGLAND AMBULANCE SERVICE NHS TRUST,RYC
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SOUTH EAST COAST AMBULANCE SERVICE NHS FOUNDATION TRUST,RYD
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SOUTH CENTRAL AMBULANCE SERVICE NHS FOUNDATION TRUST,RYE
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SOUTH WESTERN AMBULANCE SERVICE NHS FOUNDATION TRUST,RYF
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COVENTRY AND WARWICKSHIRE PARTNERSHIP NHS TRUST,RYG
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IMPERIAL COLLEGE HEALTHCARE NHS TRUST,RYJ
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DUDLEY INTEGRATED HEALTH AND CARE NHS TRUST,RYK
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UNIVERSITY HOSPITALS SUSSEX NHS FOUNDATION TRUST,RYR
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PUBLIC HEALTH WALES NHS TRUST,RYT
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CAMBRIDGESHIRE COMMUNITY SERVICES NHS TRUST,RYV
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BIRMINGHAM COMMUNITY HEALTHCARE NHS FOUNDATION TRUST,RYW
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CENTRAL LONDON COMMUNITY HEALTHCARE NHS TRUST,RYX
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KENT COMMUNITY HEALTH NHS FOUNDATION TRUST,RYY
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