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
186 lines
6.1 KiB
CSV
186 lines
6.1 KiB
CSV
Code,Service
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100,GENERAL SURGERY SERVICE
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101,UROLOGY SERVICE
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102,TRANSPLANT SURGERY SERVICE
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103,BREAST SURGERY SERVICE
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104,COLORECTAL SURGERY SERVICE
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105,HEPATOBILIARY AND PANCREATIC SURGERY SERVICE
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106,UPPER GASTROINTESTINAL SURGERY SERVICE
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107,VASCULAR SURGERY SERVICE
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108,SPINAL SURGERY SERVICE
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109,BARIATRIC SURGERY SERVICE
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110,TRAUMA AND ORTHOPAEDIC SERVICE
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111,ORTHOPAEDIC SERVICE
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113,ENDOCRINE SURGERY SERVICE
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115,TRAUMA SURGERY SERVICE
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120,EAR NOSE AND THROAT SERVICE
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130,OPHTHALMOLOGY SERVICE
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140,ORAL SURGERY SERVICE
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141,RESTORATIVE DENTISTRY SERVICE
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143,ORTHODONTIC SERVICE
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144,MAXILLOFACIAL SURGERY SERVICE
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145,ORAL AND MAXILLOFACIAL SURGERY SERVICE
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150,NEUROSURGICAL SERVICE
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160,PLASTIC SURGERY SERVICE
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161,BURNS CARE SERVICE
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170,CARDIOTHORACIC SURGERY SERVICE
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172,CARDIAC SURGERY SERVICE
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173,THORACIC SURGERY SERVICE
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174,CARDIOTHORACIC TRANSPLANTATION SERVICE
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191,PAIN MANAGEMENT SERVICE
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142,PAEDIATRIC DENTISTRY SERVICE
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171,PAEDIATRIC SURGERY SERVICE
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211,PAEDIATRIC UROLOGY SERVICE
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212,PAEDIATRIC TRANSPLANTATION SURGERY SERVICE
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213,PAEDIATRIC GASTROINTESTINAL SURGERY SERVICE
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214,PAEDIATRIC TRAUMA AND ORTHOPAEDIC SERVICE
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215,PAEDIATRIC EAR NOSE AND THROAT SERVICE
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216,PAEDIATRIC OPHTHALMOLOGY SERVICE
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217,PAEDIATRIC ORAL AND MAXILLOFACIAL SURGERY SERVICE
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218,PAEDIATRIC NEUROSURGERY SERVICE
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219,PAEDIATRIC PLASTIC SURGERY SERVICE
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220,PAEDIATRIC BURNS CARE SERVICE
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221,PAEDIATRIC CARDIAC SURGERY SERVICE
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222,PAEDIATRIC THORACIC SURGERY SERVICE
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223,PAEDIATRIC EPILEPSY SERVICE
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230,PAEDIATRIC CLINICAL PHARMACOLOGY SERVICE
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240,PAEDIATRIC PALLIATIVE MEDICINE SERVICE
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241,PAEDIATRIC PAIN MANAGEMENT SERVICE
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242,PAEDIATRIC INTENSIVE CARE SERVICE
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250,PAEDIATRIC HEPATOLOGY SERVICE
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251,PAEDIATRIC GASTROENTEROLOGY SERVICE
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252,PAEDIATRIC ENDOCRINOLOGY SERVICE
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253,PAEDIATRIC CLINICAL HAEMATOLOGY SERVICE
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254,PAEDIATRIC AUDIO VESTIBULAR MEDICINE SERVICE
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255,PAEDIATRIC CLINICAL IMMUNOLOGY AND ALLERGY SERVICE
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256,PAEDIATRIC INFECTIOUS DISEASES SERVICE
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257,PAEDIATRIC DERMATOLOGY SERVICE
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258,PAEDIATRIC RESPIRATORY MEDICINE SERVICE
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259,PAEDIATRIC NEPHROLOGY SERVICE
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260,PAEDIATRIC MEDICAL ONCOLOGY SERVICE
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261,PAEDIATRIC INHERITED METABOLIC MEDICINE SERVICE
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262,PAEDIATRIC RHEUMATOLOGY SERVICE
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263,PAEDIATRIC DIABETES SERVICE
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264,PAEDIATRIC CYSTIC FIBROSIS SERVICE
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270,PAEDIATRIC EMERGENCY MEDICINE SERVICE
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280,PAEDIATRIC INTERVENTIONAL RADIOLOGY SERVICE
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290,COMMUNITY PAEDIATRIC SERVICE
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291,PAEDIATRIC NEURODISABILITY SERVICE
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321,PAEDIATRIC CARDIOLOGY SERVICE
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421,PAEDIATRIC NEUROLOGY SERVICE
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180,EMERGENCY MEDICINE SERVICE
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190,ANAESTHETIC SERVICE
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192,INTENSIVE CARE MEDICINE SERVICE
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200,AVIATION AND SPACE MEDICINE SERVICE
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300,GENERAL INTERNAL MEDICINE SERVICE
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301,GASTROENTEROLOGY SERVICE
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302,ENDOCRINOLOGY SERVICE
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303,CLINICAL HAEMATOLOGY SERVICE
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304,CLINICAL PHYSIOLOGY SERVICE
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305,CLINICAL PHARMACOLOGY SERVICE
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306,HEPATOLOGY SERVICE
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307,DIABETES SERVICE
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308,BLOOD AND MARROW TRANSPLANTATION SERVICE
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309,HAEMOPHILIA SERVICE
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310,AUDIO VESTIBULAR MEDICINE SERVICE
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311,CLINICAL GENETICS SERVICE
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313,CLINICAL IMMUNOLOGY AND ALLERGY SERVICE
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314,REHABILITATION MEDICINE SERVICE
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315,PALLIATIVE MEDICINE SERVICE
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316,CLINICAL IMMUNOLOGY SERVICE
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317,ALLERGY SERVICE
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318,INTERMEDIATE CARE SERVICE
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319,RESPITE CARE SERVICE
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320,CARDIOLOGY SERVICE
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322,CLINICAL MICROBIOLOGY SERVICE
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323,SPINAL INJURIES SERVICE
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324,ANTICOAGULANT SERVICE
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325,SPORT AND EXERCISE MEDICINE SERVICE
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326,ACUTE INTERNAL MEDICINE SERVICE
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327,CARDIAC REHABILITATION SERVICE
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328,STROKE MEDICINE SERVICE
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329,TRANSIENT ISCHAEMIC ATTACK SERVICE
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330,DERMATOLOGY SERVICE
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331,CONGENITAL HEART DISEASE SERVICE
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333,RARE DISEASE SERVICE
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335,INHERITED METABOLIC MEDICINE SERVICE
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340,RESPIRATORY MEDICINE SERVICE
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341,RESPIRATORY PHYSIOLOGY SERVICE
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342,PULMONARY REHABILITATION SERVICE
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343,ADULT CYSTIC FIBROSIS SERVICE
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344,COMPLEX SPECIALISED REHABILITATION SERVICE
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345,SPECIALIST REHABILITATION SERVICE
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346,LOCAL SPECIALIST REHABILITATION SERVICE
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347,SLEEP MEDICINE SERVICE
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348,POST-COVID-19 SYNDROME SERVICE
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350,INFECTIOUS DISEASES SERVICE
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352,TROPICAL MEDICINE SERVICE
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360,GENITOURINARY MEDICINE SERVICE
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361,RENAL MEDICINE SERVICE
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370,MEDICAL ONCOLOGY SERVICE
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371,NUCLEAR MEDICINE SERVICE
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400,NEUROLOGY SERVICE
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401,CLINICAL NEUROPHYSIOLOGY SERVICE
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410,RHEUMATOLOGY SERVICE
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420,PAEDIATRIC SERVICE
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422,NEONATAL CRITICAL CARE SERVICE
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424,WELL BABY SERVICE
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430,ELDERLY MEDICINE SERVICE
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431,ORTHOGERIATRIC MEDICINE SERVICE
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450,DENTAL MEDICINE SERVICE
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451,SPECIAL CARE DENTISTRY SERVICE
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460,MEDICAL OPHTHALMOLOGY SERVICE
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461,OPHTHALMIC AND VISION SCIENCE SERVICE
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501,OBSTETRICS SERVICE
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502,GYNAECOLOGY SERVICE
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503,GYNAECOLOGICAL ONCOLOGY SERVICE
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504,COMMUNITY SEXUAL AND REPRODUCTIVE HEALTH SERVICE
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505,FETAL MEDICINE SERVICE
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510,RETIRED BUT RETAINED FOR HISTORICAL PURPOSES
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520,RETIRED BUT RETAINED FOR HISTORICAL PURPOSES
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560,MIDWIFERY SERVICE
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610,RETIRED BUT RETAINED FOR HISTORICAL PURPOSES
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620,RETIRED BUT RETAINED FOR HISTORICAL PURPOSES
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656,CLINICAL PSYCHOLOGY SERVICE
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700,LEARNING DISABILITY SERVICE
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710,ADULT MENTAL HEALTH SERVICE
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711,CHILD AND ADOLESCENT PSYCHIATRY SERVICE
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712,FORENSIC PSYCHIATRY SERVICE
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713,MEDICAL PSYCHOTHERAPY SERVICE
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715,OLD AGE PSYCHIATRY SERVICE
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720,EATING DISORDERS SERVICE
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721,ADDICTION SERVICE
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722,LIAISON PSYCHIATRY SERVICE
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723,PSYCHIATRIC INTENSIVE CARE SERVICE
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724,PERINATAL MENTAL HEALTH SERVICE
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725,MENTAL HEALTH RECOVERY AND REHABILITATION SERVICE
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726,MENTAL HEALTH DUAL DIAGNOSIS SERVICE
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727,DEMENTIA ASSESSMENT SERVICE
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730,NEUROPSYCHIATRY SERVICE
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800,CLINICAL ONCOLOGY SERVICE
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811,INTERVENTIONAL RADIOLOGY SERVICE
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812,DIAGNOSTIC IMAGING SERVICE
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822,CHEMICAL PATHOLOGY SERVICE
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832,RETIRED BUT RETAINED FOR HISTORICAL PURPOSES
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834,MEDICAL VIROLOGY SERVICE
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650,PHYSIOTHERAPY SERVICE
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651,OCCUPATIONAL THERAPY SERVICE
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652,SPEECH AND LANGUAGE THERAPY SERVICE
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653,PODIATRY SERVICE
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654,DIETETICS SERVICE
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655,ORTHOPTICS SERVICE
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657,PROSTHETICS SERVICE
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658,ORTHOTICS SERVICE
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659,DRAMATHERAPY SERVICE
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660,ART THERAPY SERVICE
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661,MUSIC THERAPY SERVICE
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662,OPTOMETRY SERVICE
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663,PODIATRIC SURGERY SERVICE
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670,UROLOGICAL PHYSIOLOGY SERVICE
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673,VASCULAR PHYSIOLOGY SERVICE
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675,CARDIAC PHYSIOLOGY SERVICE
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677,GASTROINTESTINAL PHYSIOLOGY SERVICE
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840,AUDIOLOGY SERVICE
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920,DIABETIC EDUCATION SERVICE
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990,RETIRED BUT RETAINED FOR HISTORICAL PURPOSES
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