OMOP2OBO - OMOP Coverage: queries sent to external OMOP shops, designed to generate coverage statistics

OMOPCoverage_V1.sql

# PURPOSE: This query is designed to query an OMOP instance and return 6 columns.
# This query makes the assumption that the other shops would be willing to return
# some results to us, rather than calculating coverage statistics locally 

WITH 
  condition_concepts
  AS (SELECT
        c.condition_concept_id AS CONCEPT_ID,
        c1.concept_name AS CONCEPT_LABEL,
        v.vocabulary_version AS VOCABULARY_VERSION,
        COUNT(c.condition_concept_id) AS CONCEPT_COUNT,
        COUNT(DISTINCT c.visit_occurrence_id) AS VISIT_COUNT,
        COUNT(DISTINCT c.person_id) AS PATIENT_COUNT
      FROM 
        CHCO_DeID_Oct2018.condition_occurrence c 
        JOIN CHCO_DeID_Oct2018.concept c1 ON c.condition_concept_id = c1.concept_id
        JOIN CHCO_DeID_Oct2018.vocabulary v ON c1.vocabulary_id = v.vocabulary_id
      WHERE 
        c1.concept_name != "No matching concept"
        AND c1.domain_id = "Condition"
        AND c1.vocabulary_id = "SNOMED"
        AND c1.standard_concept = 'S'
      GROUP BY CONCEPT_ID, CONCEPT_LABEL, VOCABULARY_VERSION),
  
  measurement_concepts
  AS (SELECT
        m.measurement_concept_id AS CONCEPT_ID,
        c.concept_name AS CONCEPT_LABEL,
        v.vocabulary_version AS VOCABULARY_VERSION,
        COUNT(m.measurement_concept_id) AS CONCEPT_COUNT,
        COUNT(DISTINCT m.visit_occurrence_id) AS VISIT_COUNT,
        COUNT(DISTINCT m.person_id) AS PATIENT_COUNT
      FROM 
        CHCO_DeID_Oct2018.measurement m 
        JOIN CHCO_DeID_Oct2018.concept c ON m.measurement_concept_id = c.concept_id
        JOIN CHCO_DeID_Oct2018.vocabulary v ON c.vocabulary_id = v.vocabulary_id
      WHERE 
        c.concept_name != "No matching concept"
        AND c.domain_id = "Measurement"
        AND c.vocabulary_id = "LOINC"
        AND c.standard_concept = 'S'
      GROUP BY CONCEPT_ID, CONCEPT_LABEL, VOCABULARY_VERSION),
  
  ingredient_concepts
  AS (SELECT
        c1.concept_id AS CONCEPT_ID,
        c1.concept_name AS CONCEPT_LABEL,
        v.vocabulary_version AS VOCABULARY_VERSION,
        COUNT(d.drug_concept_id) AS CONCEPT_COUNT,
        COUNT(DISTINCT d.visit_occurrence_id) AS VISIT_COUNT,
        COUNT(DISTINCT d.person_id) AS PATIENT_COUNT
      FROM 
        CHCO_DeID_Oct2018.concept_ancestor ca
        JOIN CHCO_DeID_Oct2018.concept c1 ON ca.ancestor_concept_id = c1.concept_id
        INNER JOIN CHCO_DeID_Oct2018.drug_exposure d ON ca.descendant_concept_id = d.drug_concept_id
        JOIN CHCO_DeID_Oct2018.vocabulary v ON c1.vocabulary_id = v.vocabulary_id
      WHERE 
        c1.concept_name != "No matching concept"
        AND c1.domain_id = "Drug"
        AND c1.concept_class_id = "Ingredient"
        AND c1.vocabulary_id = "RxNorm"
        AND c1.standard_concept = 'S'
      GROUP BY CONCEPT_ID, CONCEPT_LABEL, VOCABULARY_VERSION)

SELECT *
FROM
  (SELECT CONCEPT_ID, CONCEPT_LABEL, VOCABULARY_VERSION, VISIT_COUNT, PATIENT_COUNT, CONCEPT_COUNT FROM condition_concepts
    UNION DISTINCT
   SELECT CONCEPT_ID, CONCEPT_LABEL, VOCABULARY_VERSION, VISIT_COUNT, PATIENT_COUNT, CONCEPT_COUNT FROM measurement_concepts
    UNION DISTINCT
   SELECT CONCEPT_ID, CONCEPT_LABEL, VOCABULARY_VERSION, VISIT_COUNT, PATIENT_COUNT, CONCEPT_COUNT FROM ingredient_concepts);

OMOPCoverage_V1_Template.txt

WITH 
  condition_concepts
  AS (SELECT
        c.condition_concept_id AS CONCEPT_ID,
        c1.concept_name AS CONCEPT_LABEL,
        v.vocabulary_version AS VOCABULARY_VERSION,
        COUNT(c.condition_concept_id) AS CONCEPT_COUNT,
        COUNT(DISTINCT c.visit_occurrence_id) AS VISIT_COUNT,
        COUNT(DISTINCT c.person_id) AS PATIENT_COUNT
      FROM 
        @schema.condition_occurrence c 
        JOIN @schema.concept c1 ON c.condition_concept_id = c1.concept_id
        JOIN @schema.vocabulary v ON c1.vocabulary_id = v.vocabulary_id
      WHERE 
        c1.concept_name != "No matching concept"
        AND c1.domain_id = "Condition"
        AND c1.vocabulary_id = "SNOMED"
        AND c1.standard_concept = "S"
      GROUP BY CONCEPT_ID, CONCEPT_LABEL, VOCABULARY_VERSION),
  
  measurement_concepts
  AS (SELECT
        m.measurement_concept_id AS CONCEPT_ID,
        c.concept_name AS CONCEPT_LABEL,
        v.vocabulary_version AS VOCABULARY_VERSION,
        COUNT(m.measurement_concept_id) AS CONCEPT_COUNT,
        COUNT(DISTINCT m.visit_occurrence_id) AS VISIT_COUNT,
        COUNT(DISTINCT m.person_id) AS PATIENT_COUNT
      FROM 
        @schema.measurement m 
        JOIN @schema.concept c ON m.measurement_concept_id = c.concept_id
        JOIN @schema.vocabulary v ON c.vocabulary_id = v.vocabulary_id
      WHERE 
        c.concept_name != "No matching concept"
        AND c.domain_id = "Measurement"
        AND c.vocabulary_id = "LOINC"
        AND c.standard_concept = "S"
      GROUP BY CONCEPT_ID, CONCEPT_LABEL, VOCABULARY_VERSION),
  
  ingredient_concepts
  AS (SELECT
        c1.concept_id AS CONCEPT_ID,
        c1.concept_name AS CONCEPT_LABEL,
        v.vocabulary_version AS VOCABULARY_VERSION,
        COUNT(d.drug_concept_id) AS CONCEPT_COUNT,
        COUNT(DISTINCT d.visit_occurrence_id) AS VISIT_COUNT,
        COUNT(DISTINCT d.person_id) AS PATIENT_COUNT
      FROM 
        @schema.concept_ancestor ca
        JOIN @schema.concept c1 ON ca.ancestor_concept_id = c1.concept_id
        INNER JOIN @schema.drug_exposure d ON ca.descendant_concept_id = d.drug_concept_id
        JOIN @schema.vocabulary v ON c1.vocabulary_id = v.vocabulary_id
      WHERE 
        c1.concept_name != "No matching concept"
        AND c1.domain_id = "Drug"
        AND c1.concept_class_id = "Ingredient"
        AND c1.vocabulary_id = "RxNorm"
        AND c1.standard_concept = "S"
      GROUP BY CONCEPT_ID, CONCEPT_LABEL, VOCABULARY_VERSION)

SELECT *
FROM
  (SELECT CONCEPT_ID, CONCEPT_LABEL, VOCABULARY_VERSION, VISIT_COUNT, PATIENT_COUNT, CONCEPT_COUNT FROM condition_concepts
    UNION DISTINCT
   SELECT CONCEPT_ID, CONCEPT_LABEL, VOCABULARY_VERSION, VISIT_COUNT, PATIENT_COUNT, CONCEPT_COUNT FROM measurement_concepts
    UNION DISTINCT
   SELECT CONCEPT_ID, CONCEPT_LABEL, VOCABULARY_VERSION, VISIT_COUNT, PATIENT_COUNT, CONCEPT_COUNT FROM ingredient_concepts);

{@database != ""}?{USE @database;}

OMOPCoverage_V2_Conditions.sql

# PURPOSE: This query is designed to query an OMOP instance for condition_occurrence concepts.
# This query makes the assumption that the other shops cannot share detailed results and thus
# we calculate and return simple coverage statistics

WITH 
  condition_concepts
  AS (SELECT
        c.condition_concept_id AS CONCEPT_ID,
        v.vocabulary_version AS VOCABULARY_VERSION
      FROM 
        CHCO_DeID_Oct2018.condition_occurrence c 
        JOIN CHCO_DeID_Oct2018.concept c1 ON c.condition_concept_id = c1.concept_id
        JOIN CHCO_DeID_Oct2018.vocabulary v ON c1.vocabulary_id = v.vocabulary_id
      WHERE 
        c1.concept_name != "No matching concept"
        AND c1.domain_id = "Condition"
      GROUP BY CONCEPT_ID, v.vocabulary_version),
  
  condition_coverage
  AS (SELECT
        COUNT(CONCEPT_ID) AS COVERED_CONCEPTS,
        (SELECT COUNT(DISTINCT CONCEPT_ID) FROM condition_concepts) AS TOTAL_CONCEPTS,
        (SELECT STRING_AGG(DISTINCT(VOCABULARY_VERSION), " | ") FROM condition_concepts) AS VOCABULARY_VERSION
      FROM (SELECT CONCEPT_ID FROM condition_concepts)
      WHERE CONCEPT_ID IN (255848, 4114800, 379806, 435790, 432870, 4156959, 439392, 4057044, 75406, 4059290, 439842, 433763, 374049, 434480, 433163, 4079858, 441260, 4048738, 434926, 321107, 40480893, 4197599, 77129, 4038719, 321318, 136354, 76573, 762299, 79898, 4096635, 321319, 434033, 440735, 193120, 4048093, 193807, 4052509, 4302754, 4081615, 439221, 37016349, 134743, 4056428, 4143060, 36713439, 4205809, 4133779, 760758, 195401, 4314593, 4148874, 43022069, 443904, 316457, 4033794, 4038718, 4081006, 4291792, 4151132, 195079, 73065, 4028323, 4152927, 374950, 4134605, 4251306, 4080762, 4290972, 435371, 4223098, 4147631, 4102129, 437082, 199151, 437557, 4137687, 193323, 433577, 444057, 42872386, 4131905, 764830, 4116794, 4010333, 4301067, 4090723, 40483835, 443551, 4084712, 4047111, 379028, 4161804, 4314245, 45767625, 4232071, 4064322, 4152966, 439206, 46273178, 4116861, 378143, 138027, 4315015, 133924, 4142905, 4241158, 4060085, 4015355, 760572, 4271311, 36717360, 760898, 4015981, 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40482209, 442189, 135975, 4044080, 4185204, 4028560, 4122897, 4344497, 4048277, 4301645, 197494, 4113305, 439485, 4223489, 4300531, 4071866, 4166049, 4064737, 45757112, 37018683, 4152371, 4110655, 4011050, 77635, 4130723, 4015356, 4244074, 374358, 4200114, 374466, 444090, 45757389, 4266339, 4105584, 760904, 4182683, 376418, 197654, 4006778, 4298236, 4201894, 4153999, 4036957, 80824, 4340954, 4006101, 4206988, 4080607, 73673, 436015, 4347066, 198899, 759841, 4044226, 201792, 4096646, 434715, 439558, 4324123, 4305823, 40485387, 4149600, 4143732, 4176093, 4101068, 74786, 36716587, 375551, 435696, 4165868, 4179151, 4310308, 45757153, 435520, 372627, 4078328, 4116203, 761485, 4013605, 4323917, 4177110, 4215494, 43020463, 4045734, 441154, 432525, 4302899, 441479, 4007716, 4168858, 44782730, 372243, 4141365, 4317981, 4089406, 4325422, 73841, 4153077, 4347307, 440106, 765884, 4154695, 4207678, 4009389, 761186, 46270132, 4267234, 4162038, 442755, 4149781, 4276564, 36712669, 4113666, 4154283, 4206783, 75555, 46270364, 4269858, 760892, 4193056, 435493, 4185207, 45766750, 46270128, 4220369, 760265, 444089, 4080694, 436326, 4079881, 4032351, 4185007, 4138157, 40487528, 4181148, 4107224, 433891, 4003972, 4317692, 443897, 4142197, 4011327, 4028924, 4202791, 4199665, 762731, 46269843, 4133599, 4305298, 4134432, 4235886, 762790, 4279542, 4251575, 4200680, 432396, 4297667, 44783716, 4271703, 4098695, 4145423, 762886, 4130663, 4224282, 4020145, 81156, 4027471, 440895, 45771410, 79904, 45765459, 4162752, 442861, 4264904, 4101981, 45757654, 4230253, 312622, 4141815, 40490912, 4161540, 4264033, 4204811, 761453, 4008554, 4107391, 36713328, 4171208, 198475, 4024765, 4112342, 444360, 4095142, 372607, 4307962, 4112481, 45766785, 4163270, 4275336, 4216604, 436624, 4202225, 4109187, 4235301, 4130672, 4036662, 4239826, 193170, 4119143, 4053076, 4025981, 4247591, 4106902, 4158491, 762053, 4059731, 31335, 4134427, 37396885, 4055120, 432508, 320128, 4006163, 377910, 436803, 432452, 4030347, 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140357, 4262239, 436584, 43530738, 4321092, 444226, 4267871, 4084634, 4146378, 4195788, 4196991, 4150957, 4019253, 40490856, 320739, 4181353, 761365, 4012864, 196055, 444289, 440209, 434169, 194598, 4103130, 4186157, 37116508, 45772127, 765250, 4176302, 765066, 764797, 4112120, 4310682, 4206627, 4274011, 4085253, 442272, 44784465, 444192, 4085561, 40479600, 4150132, 443054, 4114428, 4109340, 4084807, 4243373, 4216201, 4150841, 4163846, 4173182, 40480657, 4242499, 46270409, 4063171, 4052368, 4012875, 4031005, 381440, 761916, 4092077, 4070767, 141165, 434846, 4096558, 4113421, 436140, 4106356, 45770735, 4129221, 4038845, 4024846, 4066370, 760390, 4217581, 443376, 4313781, 312935, 4069654, 4084886, 4059395, 4057063, 4296479, 4184113, 433435, 198687, 45767616, 46270009, 4083822, 4103298, 4308292, 196172, 42537517))

SELECT * FROM condition_coverage;

OMOPCoverage_V2_Measurements.sql

# PURPOSE: This query is designed to query an OMOP instance for measurement concepts.
# This query makes the assumption that the other shops cannot share detailed results
# and thus we calculate and return simple coverage statistics

WITH 
  measurement_concepts
  AS (SELECT
        m.measurement_concept_id AS CONCEPT_ID,
        v.vocabulary_version AS VOCABULARY_VERSION
      FROM 
        CHCO_DeID_Oct2018.measurement m 
        JOIN CHCO_DeID_Oct2018.concept c ON m.measurement_concept_id = c.concept_id
        JOIN CHCO_DeID_Oct2018.vocabulary v ON c.vocabulary_id = v.vocabulary_id
      WHERE 
        c.concept_name != "No matching concept" 
        AND c.domain_id = "Measurement"
      GROUP BY CONCEPT_ID, v.vocabulary_version),
  
  measurement_coverage
  AS (SELECT
        COUNT(CONCEPT_ID) AS COVERED_CONCEPTS,
        (SELECT COUNT(*) FROM measurement_concepts) AS TOTAL_CONCEPTS,
        (SELECT STRING_AGG(DISTINCT(VOCABULARY_VERSION), " | ") FROM measurement_concepts) AS VOCABULARY_VERSION
      FROM (SELECT CONCEPT_ID FROM measurement_concepts)
      WHERE CONCEPT_ID IN (3016038, 3038077, 3004383, 3001145, 3012888, 3043387, 3014204, 3037142, 3020316, 3025294, 3025698, 3012932, 3012404, 40769415, 3032341, 3005089, 3002463, 3037731, 3006840, 3020460, 3005141, 3004455, 3029187, 3002893, 3001122, 3045781, 40759148, 3031586, 3009121, 42869528, 3010023, 3026834, 3007700, 3012110, 40759127, 3009682, 3051714, 3011335, 3020679, 3004381, 3006949, 3042855, 3031103, 3023081, 3020149, 3024653, 3009429, 3020655, 40758237, 3042027, 3015196, 3010866, 3016520, 3009172, 3045793, 3009004, 3049162, 3011965, 3025103, 42870551, 3012592, 3018019, 3009782, 3044211, 3007350, 3033526, 3023078, 3004347, 3052558, 3017756, 3027626, 3008342, 3026925, 3026255, 3038207, 3023709, 3007687, 3039998, 42870583, 3002538, 3013867, 40762162, 3001709, 3019880, 3003403, 3007030, 3012984, 3007857, 3028167, 3016244, 3017081, 3025548, 3019050, 3044491, 3016447, 3001850, 3025616, 3035015, 3012837, 3037577, 3013643, 3018572, 3008625, 3023296, 3027391, 3016407, 3040648, 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3024303, 3052912, 3025693, 3005225, 3022192, 3027370, 3028193, 40762525, 3016278, 3021434, 3029547, 3013721, 3021303, 3023851, 3016589, 40760883, 40761873, 3005877, 3013340, 3005014, 3015322, 3019652, 3007854, 3026029, 3013705, 3012704, 3043111, 3004977, 3033341, 3024172, 3027081, 3031450, 3004249, 3050721, 3027920, 40761808, 3000310, 3010813, 3027238, 3022386, 3042299, 3024987, 3024934, 3028054, 3016498, 3008439, 3034708, 3034244, 3023235, 3017018, 3012494, 3002278, 3017900, 3031173, 3024744, 3020545, 3001534, 3000722, 3025365, 40767665, 3024474, 3003678, 3015503, 3042846, 3008269, 3027105, 3046538, 3016031, 40765097, 3045041, 3008893, 3021337, 3032567, 3014941, 3017374, 3030618, 3034360, 3011048, 3024261, 3010771, 3043055, 3016049, 3035511, 3024128, 3028308, 3036669, 3025886, 3022482, 3046948, 3024666, 3002022, 3006203, 3005936, 3009131, 3037859, 40758041, 3006473, 3020451, 3011059, 3046146, 3027953, 3044333, 3028079, 3024171, 3016939, 3014686, 3026797, 3046296, 3006142, 3046305, 3001467, 3020845, 3014727, 3010879, 3003624, 3025716, 3016100, 3039834, 3010939, 3005895, 3045522, 3025292, 3021664, 3000611, 3005481, 3019583, 3004858, 3050130, 3044011, 3041145, 3000330, 3025159, 3009118, 3018808, 3044620, 3002209, 3037663, 3022755, 3023103, 3042063, 3021601, 3032068, 3008227, 3018669, 40759132, 3041079, 3025008, 3016870, 3037123, 3044812, 3012572, 3021594, 3031748, 3015586, 3032380, 3027646, 3037381, 3022775, 42868462, 3043359, 3004295, 3011439, 3044549, 3018487, 3023929, 3014772, 3044101, 3017680, 3028748, 3002069, 3000852, 3012764, 3027570, 3012392, 43055287, 3028192, 3050218, 3031194, 3008521, 3016135, 40771570, 3013979, 3039426, 3019550, 3003191, 3000167, 3020227, 3005665, 3023268, 3014037, 3011793, 3047826, 3016931, 3051767, 3051954, 3021717, 3032370, 3037475, 3014512, 3024126, 3032183, 3020629, 3013803, 3023680, 3018352, 3023370, 3024821, 3031167, 3024842, 3026910, 3017085, 3045163, 3016650, 3049706, 3008401, 3037297, 3013075, 3014971, 40771569, 3037234, 3010785, 3013040, 3041084, 3013201, 3007498, 3029503, 3031462, 3011066, 3018001, 3002395, 3035956, 3047181, 3027231, 3005058, 3036603, 40761558, 3005893, 3009041, 3000150, 3013929, 3006923, 3032077, 3028719, 3012901, 3012164, 3018447, 3025608, 3045824, 3015280, 3012537, 3021220, 3002400, 3012218, 3002248, 3002313, 3005912, 3000787, 3022756, 3007905, 3015968, 3013603, 3004248, 3023465, 3015822, 3012071, 3004825, 3019839, 43534000, 3000518, 3013480, 3016103, 3015731, 3004691, 3042812, 3027484, 3016991, 3011523, 3007986, 3007682, 3024597, 3004653, 3037582, 3014094, 3038811, 3028471, 3020022, 3031148, 3032911, 3028136, 3018291, 3046016, 3038205, 3004277, 3038056, 3001555, 3020416, 3008848, 3007757, 3043402, 3015597, 3013139, 40762125, 3011170, 3002619, 3043953, 3038881, 3006906, 3010239, 40763077, 3016771, 3002030, 3001544, 3025728, 3037083, 3007244, 3010297, 3016662, 3026285, 3014137, 3009201, 3025260, 3039568, 3024069, 3030857, 3048160, 3011781, 3053000, 3021477, 3002348, 3019072, 3023171, 3043744, 3037533, 3009165, 40757349, 3006451, 3001935, 3037201, 3011897, 3009018, 3015736, 3010156, 3026116, 3005897, 3029777, 3003245, 3007529, 3023270, 3005081, 3019897, 3044355, 3006504, 3024675, 3004809, 3016812, 43055457, 3036911, 3028520, 3036338, 3049383, 3035569, 3007164, 3018650, 3007368, 3033966, 3022670, 3034485, 3049854, 3035510, 3017692, 3020924, 3026596, 3019738, 3033907, 3028574, 40761872, 3021492, 3025053, 3028475, 3045699, 3032660, 40769406, 3008091, 3025296, 3033893, 3027634, 3016170, 3007124, 3036949, 3005398, 3003888, 3036475, 3053342, 3027114, 3007456, 3031157, 3032635, 3026701, 40758410, 3015183, 3016193, 3021453, 3029925, 3005785, 3045440, 3020946, 3012665, 3020158, 3036312, 3001204, 40766183, 3008901, 3048386, 3013801, 3001218, 3004624, 3034531, 44786773, 3005167, 3033882, 3026286, 3021706, 3001294, 3045702, 3028772, 3019676, 3003181, 3031136, 3035544, 3035613, 3002187, 3012129, 3015037, 3020990, 3000748, 3004616, 3019150, 3030612, 3021897, 3019977, 3033053, 3049181, 3044590, 3023023, 3011003, 40771532, 3015330, 3022905, 3014599, 3008183, 3045507, 3022217, 3031135, 3030366, 3011687, 3030890, 3026156, 3011987, 3017325, 3017930, 3010340, 3036509, 3027365, 3013870, 3009306, 3020156, 3045405, 3000483, 3020622, 3007733, 40769410, 3005008, 40766102, 3000602, 3007331, 3026046, 3020428, 3002482, 3006453, 3014389, 3006467, 3019789, 3000067, 3000779, 3001247, 3005424, 3034426, 3030608, 3009343, 3018167, 3019210, 3004360, 3036035, 3046853, 3008090, 3032100, 3018154, 3022533, 3020420, 3004756, 3050001, 3015123, 3015745, 3011185, 40763880, 3010454, 3019510, 3049804, 3024072, 3017264, 42868621, 3033006, 3028718, 3005456, 3037426, 3037551, 3005426, 3037544, 3045792, 3023083, 3036031, 3018921, 3020666, 3025798, 3035509, 3006636, 3001747, 3030352, 3013115, 3028406, 3028481, 3002846, 3011958, 3003137, 3007527, 3027888, 3008575, 3045223, 3052281, 3022005, 3029230, 3024185, 3035995, 3035637, 3009927, 3010077, 3051257, 3048236, 3018478, 3021440, 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3011368, 3020830, 3033543, 3052939, 3007435, 3024178, 40763629, 3008293, 3031487, 3007483, 3044076, 3039183, 3037885, 3035880, 40760301, 3046791, 3020725, 3023055, 3035062, 3026417, 3041641, 3028288, 3038232, 3045424, 3003282, 3003633, 3031147, 3026026, 3025313, 3021535, 3019994, 3028286, 3009542, 3009479, 3025120, 40759593, 3004009, 3001679, 3015621, 3001802, 3011007, 3036844, 3029103, 3046867, 3009917, 3022878, 3001263, 40758330, 3012157, 3027946, 3023221, 3053145, 3016724, 3016228, 3023599, 3002527, 3007070, 3045692, 3019466, 3024081, 3015746, 3042800, 3021889, 3015015, 3022338, 3019883, 3010990, 3024153, 3011412, 3001303, 3019965, 3023410, 3021120, 3012168, 3028398, 3009214, 3021082, 3020791, 3050453, 3010375, 3023885, 40760909, 3016899, 3006598, 3028990, 3030898, 3036454, 3022805, 3034843, 3019299, 3008325, 3007953, 3012010, 3035773, 3028945, 3017115, 3026572, 3000551, 3008757, 3050885, 3039185, 3020805, 3010140, 3005788, 3005194, 40758927, 3026729, 3030526, 3026904, 3022563, 3004394, 3024561, 40771571, 3025815, 3007430, 3000144, 40759129, 3020287, 3006665, 3001258, 3017848, 3000876, 3021236, 3039753, 3024149, 3010833, 3038104, 3017044, 3007719, 3030294, 3032365, 40759135, 3009960, 3000423, 3007449, 3004409, 3022417, 3031445, 3043468, 3000924, 3037522, 3021391, 3023420, 3012133, 3028610, 3007134, 3020814, 3024605, 3032113, 3003406, 3016728, 3007315, 3016293, 3014791, 3033554, 3030050, 3015706, 3015049, 3002314, 3012425, 3024783, 3017259, 3009010, 3024865, 3046279, 3025626, 3017941, 3007015, 3010502, 3003311, 3037491, 40763083, 3025255, 3043998, 3015208, 3023225, 3020013, 40760947, 40763517, 3018229, 3036354, 3004520, 3010989, 3017250, 3003616, 3010955, 3032884, 3004665, 3014399, 3007696, 3045462, 3037187, 3023604, 3035083, 3005013, 3017315, 40757578, 3001127, 3026942, 3006422, 3024469, 3009744, 3017055, 3010747, 3010084, 3016723, 3047267, 3013184, 3009966, 3007218, 3020453, 3007565, 3045402, 3018105, 3007220, 3017330, 3022640, 3027401, 3045859, 3024354, 40765067, 3017181, 3046375, 3005005, 3023873, 3036800, 3043165, 3030602, 3005783, 3012544, 3011904, 3022227, 3015816, 3016254, 3001915, 3045178, 3026677, 40758914, 3018756, 3046281, 3048583, 3024507, 40770918, 3008561, 3003803, 3030570, 3005098, 3005050, 3036489, 3001791, 3023351, 3032605, 3006070, 3040975, 3027165, 3021801, 3023504, 3027144, 3018834, 3027597, 3001927, 3044834, 3047766, 3017809, 3001460, 3020973, 3052068, 3011446, 3028019, 3033813, 3007591, 3000936, 3011713, 3009417, 3046614, 3035043, 3013149, 3024181, 3037556, 3009883, 3011948, 3034717, 3027126, 3006762, 40766189, 3001482, 3026479, 3004955, 3013749, 3021374, 3024391, 3000535, 3000729, 3019406, 3028551, 3016375, 3009395, 3019069, 3002625, 3040869, 3019736, 3013861, 3035572, 3031429, 3046171, 3019242, 3051633, 3011492, 3023430, 3000571, 3037207, 3022695, 3019677, 3037879, 3050010, 3046861, 3017215, 3000998, 3009859, 3006109, 3018071, 3022096, 3006157, 3018601, 42869452, 40762499, 3012620, 3014270, 3006573, 3048403, 3000620, 3037820, 3030703, 3027591, 3005219, 3023378, 3031146, 3015235, 3018677, 3023166, 3005904, 3043000, 3016512, 3035856, 3016459, 3046971, 3001420, 3023539, 3003396, 3032613, 3016396, 3007377, 3021502, 3005719, 3015096, 3042065, 3036717, 3027018, 3026468, 3005322, 3000899, 3006304, 3026696, 3033171, 3042421, 3027273, 3023006, 3014946, 3004254, 3011951, 3010447, 3028352, 3009266, 3011367, 3006228, 3036277, 3004950, 3004905, 3010840, 3030879, 3011397, 40765119, 3029080, 3027135, 3005229, 3005147, 3026314, 3048782, 3019215, 3007321, 3045207, 3045305, 3036282, 3006792, 40761871, 3040168, 3027476, 3025547, 40759136, 2000000064, 3026778, 3044138, 3004501, 3022810, 3043579, 3006179, 3021877, 40765105, 3030127, 3013682, 3028110, 3013751, 3000034, 3003111, 3038197, 3050147, 3022548, 3001488, 3009453, 3031377, 3019250, 3005757, 3032626, 3036273, 3019473, 3009754, 3003966, 3005969, 3037735, 3005308, 3050196, 3028639, 3016750, 3025709, 3007518, 3028026, 3031314, 3047352, 3049207, 3004944, 3001312, 3013294, 3016628, 40759128, 40761547, 3004330, 3028626, 3000637, 3005479, 3046112, 3016072, 3010418, 3024449, 3026001, 3011605, 3004789, 3015076, 3053315, 3028133, 3009515, 3015546, 3036223, 3021119, 3022813, 3022174, 3028531, 40768325, 3003531, 3010476, 3005260, 3008895, 3000437, 3019885, 3001405, 3020644, 3016891, 3036780, 3008977, 3032924, 3021461, 3005523, 40769413, 3037684, 3023540, 3024929, 3020358, 3016909, 3049738, 3031440, 3014347, 3002617, 3035801, 3022959, 21490852, 3023714, 3012113, 3003994, 3028430, 3001683, 3052524, 3030924, 3008939, 3017497, 3013762, 3002621, 3048689, 3015632, 3008295, 3009972, 40760504, 3011814, 3050371, 3023640, 3037638, 3016426, 3032695, 3013742, 3010912, 3015163, 3006101, 3007280, 3016115, 3023871, 3033319, 3044019, 3028502, 3001818, 3027820, 3018199, 3020399, 3003765, 3018081, 3015884, 3014614, 3006315, 3024802, 3004849, 3036581, 3014576, 3011960, 3023256, 3003932, 3009801, 3034780, 43533595, 3020951, 3023436, 3028230, 3032055, 3005148, 3022803, 3026501, 3006675, 3001582, 3026960, 3015869, 3029023, 3001307, 3027113, 3000138, 3024629, 3025461, 3000515, 3000109, 3047939, 40771568, 3016727, 3017559, 3017479, 3011099, 3038617, 3023520, 3016214, 3040951, 3027162, 3025857, 3025481, 3012836, 3014039, 3007491, 3000185, 3025045, 3041290, 3041083, 3022616, 3011144, 3001784, 3048925, 3001706, 3006689, 3018577, 3007352, 3030077, 3017779, 3019198, 3011679, 3022723, 3000666, 3034806, 3001604, 3019660, 3024713, 3008560, 40771573, 3037120, 3017872, 3023854, 3033575, 3000845, 3001537, 3028860, 3011470, 3005136, 3013216, 3016502, 3020784, 3026253, 3027514, 42868627))

SELECT * FROM measurement_coverage;

OMOPCoverage_V2_Medications.sql

# PURPOSE: This query is designed to query an OMOP instance for drug_exposure concepts.
# This query makes the assumption that the other shops cannot share detailed results and thus
# we calculate and return simple coverage statistics

WITH 
  drug_concepts
  AS (SELECT
        d.drug_concept_id AS CONCEPT_ID,
        v.vocabulary_version AS VOCABULARY_VERSION
      FROM 
        CHCO_DeID_Oct2018.drug_exposure d 
        JOIN CHCO_DeID_Oct2018.concept c ON d.drug_concept_id = c.concept_id
        JOIN CHCO_DeID_Oct2018.vocabulary v ON c.vocabulary_id = v.vocabulary_id
      WHERE 
        c.concept_name != "No matching concept" 
        AND c.domain_id = "Drug"
      GROUP BY CONCEPT_ID, v.vocabulary_version),
  
  drug_coverage
  AS (SELECT
        COUNT(CONCEPT_ID) AS COVERED_CONCEPTS,
        (SELECT COUNT(*) FROM drug_concepts) AS TOTAL_CONCEPTS,
        (SELECT STRING_AGG(DISTINCT(VOCABULARY_VERSION), " | ") FROM drug_concepts) AS VOCABULARY_VERSION
      FROM (SELECT CONCEPT_ID FROM drug_concepts)
      WHERE CONCEPT_ID IN (19023368, 755700, 19069200, 19122148, 19130538, 36250165, 918172, 19027322, 19074132, 40223140, 1636872, 1836193, 19035275, 714850, 19020131, 1436683, 40177242, 1592332, 1594701, 19074587, 1177844, 797620, 40163208, 19008026, 19076752, 40238018, 40165768, 19034265, 1300793, 40168896, 42801186, 42708785, 19096755, 1363060, 1787125, 40223886, 1328683, 42707994, 40229322, 968668, 1396258, 40240992, 19070224, 1560530, 19008564, 19040961, 40239219, 1383869, 42709031, 40229805, 19022490, 40227012, 757755, 42709181, 19049335, 42708495, 939300, 967950, 965443, 1593401, 40230602, 40166160, 40231814, 40171524, 40242487, 40221574, 19122414, 19034019, 1156130, 19124374, 1545959, 43012442, 40168948, 1781410, 19128246, 19096592, 19075635, 935550, 46275842, 40227595, 42707959, 906921, 19128324, 40239617, 40226823, 40232448, 40234637, 19047522, 40174391, 19028312, 1593599, 40220946, 19077088, 46234164, 715962, 35603632, 1567201, 19071339, 19074551, 906891, 19068757, 19077929, 1118088, 19018419, 19047527, 40173072, 19035932, 19019332, 40173466, 40229439, 1520250, 1585147, 46233974, 19095309, 40162466, 19126263, 967980, 40244027, 42708824, 1593211, 43532904, 19127921, 40167017, 19018845, 40243591, 36249586, 45776339, 19037065, 1309363, 40174235, 19021317, 1163947, 19131929, 40177240, 19124378, 40176728, 42902235, 19077055, 40222653, 19023636, 922570, 902807, 40175249, 932777, 19132126, 35604847, 40163924, 40228213, 1713520, 40168665, 19025063, 40221712, 19010431, 19078522, 19043705, 43525640, 40163567, 1341151, 19125937, 922723, 19019335, 1517768, 19033637, 19043771, 19122680, 1397059, 19098303, 45892520, 40234842, 1786083, 40173824, 586490, 40221879, 19067048, 950183, 1000979, 19125588, 43011966, 19018782, 1316263, 40174046, 19074138, 40163573, 19129836, 905293, 1594367, 535714, 19137329, 1327293, 789581, 715292, 19123434, 742226, 19077435, 19079300, 1154117, 40226066, 40162439, 19132375, 19102592, 19026256, 19010554, 1127018, 44506611, 43526864, 703251, 40163764, 40174977, 19129777, 19080829, 42902468, 46221448, 19020175, 19006186, 19064763, 42800804, 44785197, 43525651, 1134770, 19102801, 40243319, 1583727, 1165896, 43012035, 19057780, 730572, 40233955, 19074181, 40169280, 35605389, 19132338, 42628891, 46275603, 19095181, 1377141, 40228216, 40163071, 40231370, 1551924, 19080152, 19033496, 19129711, 19130460, 997881, 902698, 967014, 19074556, 19024730, 42901770, 40241334, 1165790, 19077272, 40166041, 19068241, 40169284, 40166827, 40238419, 1594710, 938330, 19035661, 739207, 40163492, 968464, 1113033, 36250110, 40224479, 46275435, 19127133, 43011807, 40243589, 40243324, 736021, 40164929, 43013989, 1036233, 19020398, 19032087, 19133854, 1337103, 1115130, 19006231, 19129077, 40174999, 19054248, 19045936, 19099674, 45774890, 42901663, 43526401, 46275587, 19133570, 902523, 19135253, 40165575, 43013066, 42799714, 43525949, 40231529, 40175082, 19033437, 40184832, 19020988, 19125245, 1592274, 19006685, 19039818, 19021631, 19058277, 19021007, 1304375, 19129668, 19087108, 40173409, 19126084, 19060985, 19079715, 19131873, 904437, 950137, 1585066, 919532, 40220529, 19005968, 19133280, 19078988, 19095325, 1714304, 715294, 40228206, 40184713, 1836467, 40166006, 1118087, 938327, 40234599, 19127659, 19073590, 40164962, 40241523, 46221573, 19004203, 904356, 1359550, 19058653, 1747399, 40174911, 40224831, 19072968, 40182302, 19028766, 1132179, 43011788, 19065623, 19061083, 19099551, 43012698, 40164692, 42899225, 1551101, 19035112, 1517151, 19135444, 19077608, 40241489, 19077380, 19057161, 1513877, 40224132, 40231943, 40164138, 742345, 714847, 1799152, 40240427, 1195496, 40167963, 1341150, 19011640, 908951, 19040305, 40221866, 40175029, 40162315, 40165245, 40235289, 19128249, 40232213, 19044564, 902753, 19006429, 700493, 951553, 1597757, 40240826, 19028249, 40232206, 44814244, 40171500, 19019856, 1719012, 781127, 1118091, 19078097, 44818285, 1318953, 1154062, 19112611, 19037488, 19026476, 19012749, 35604526, 19073894, 537649, 46275706, 19135597, 35605160, 43011872, 35603400, 19077549, 40185280, 40163638, 1550560, 1786057, 40163055, 1301158, 40222789, 19028283, 19123169, 19096774, 19073408, 40166168, 40241333, 40167556, 19057130, 40171690, 40243318, 1727445, 45774729, 19048699, 40223631, 19036624, 1709065, 19028579, 1718933, 40163898, 40240316, 43013562, 19102483, 44507529, 40173380, 975533, 19037895, 40166283, 40236155, 40163882, 40162829, 19135095, 19027624, 19102859, 35606204, 46275167, 1327292, 40243447, 40238239, 19030604, 1584952, 19022826, 710722, 40169929, 19114506, 778297, 1797515, 997301, 40166136, 19128906, 19129541, 19038505, 42899219, 734400, 42708093, 19033285, 19074491, 40163946, 40223904, 19129192, 42801149, 1718057, 35604265, 974227, 40240707, 19047836, 1389113, 937967, 40231911, 19129878, 1379528, 19006693, 19043362, 965777, 40221371, 42873453, 43525745, 907071, 19078018, 42903396, 42628873, 742186, 19097471, 40171518, 19135831, 965511, 43560429, 1360067, 40224936, 19077342, 40241047, 1549972, 40224903, 45776442, 45892182, 1389112, 19127901, 19128037, 19041824, 35602803, 1177845, 42874248, 19075336, 35604761, 1185927, 19003272, 19075397, 951536, 19008724, 1351627, 19130646, 35603714, 19075393, 1585206, 40162346, 40173865, 1136682, 40225698, 1551046, 1102920, 713852, 19023563, 1363389, 1310318, 40168050, 43526877, 44816219, 40223819, 40227099, 40168821, 42628981, 43012438, 19035946, 46276109, 44506717, 40174945, 741575, 19121233, 42873459, 40220708, 40173152, 19038007, 40236435, 1548416, 40162311, 40164058, 36250097, 42707564, 916492, 19009554, 40182875, 19073214, 40176916, 1550720, 19010270, 19076135, 40221856, 42799761, 937968, 19131676, 19036628, 19133012, 19102833, 19102643, 1317675, 43011943, 43014144, 42900541, 43013607, 929153, 1139524, 19131669, 1738140, 42708701, 45774776, 19127907, 1164606, 1397072, 42707403, 19041175, 40221329, 988095, 19040871, 40163510, 40167435, 19073187, 951537, 40241109, 19028828, 19034047, 1718834, 1592204, 46275377, 1114379, 19028938, 19080125, 40224881, 35605468, 1525221, 19128260, 40165283, 19113417, 40223816, 19098320, 19127009, 40164544, 40232212, 781040, 1517991, 19058522, 1715319, 1583722, 40234056, 907486, 938301, 40164099, 45892059, 40182874, 19058572, 40235739, 19102871, 42629519, 974620, 42707534, 733563, 44506722, 40220895, 40223776, 790255, 1150926, 1593966, 19029780, 40243871, 19070869, 19080181, 35605885, 734281, 1708903, 40228228, 1103351, 40168450, 40222688, 35604547, 40220678, 19131597, 19074527, 19127925, 19025868, 40166809, 19035327, 40165112, 19037062, 40173346, 42799649, 1735950, 43013657, 916670, 1763850, 19045303, 19122502, 40165411, 1398592, 40237541, 700326, 40173472, 1154161, 40182214, 1330230, 43526679, 40175161, 44816278, 19037684, 40166131, 19028123, 19076733, 43560451, 40224806, 40223141, 19130382, 35606008, 46276140, 19010484, 40168888, 19096757, 705157, 40169925, 1195334, 19096756, 19022701, 40175009, 40244445, 19075953, 40175427, 19021358, 948515, 40226247, 40225944, 40238009, 19047487, 907012, 40171671, 19035631, 1304644, 40225148, 40222682, 19074242, 40237752, 19043177, 40165166, 19072270, 19125104, 905345, 1791016, 19121580, 43011810, 40174776, 40227647, 40221834, 40168170, 19076136, 43525679, 1152772, 40169046, 40222078, 19035115, 19121312, 1301198, 19039745, 42800173, 19077000, 46287518, 40163784, 1308837, 19108021, 40163006, 932750, 19066084, 19036117, 42707526, 1391848, 19124062, 1344403, 19021233, 19079652, 19068053, 19126423, 792697, 19030762, 40224837, 19079183, 40236004, 19111620, 40229062, 42628927, 1763849, 19059743, 19027078, 742270, 706263, 939506, 40171016, 40240360, 501346, 1584930, 42628993, 36249702, 35604152, 40160949, 19127535, 19098166, 19133615, 19128047, 725179, 19133212, 42902176, 40227544, 40228161, 19079684, 40169272, 1551927, 961662, 43013554, 43012175, 40179658, 40223876, 40226102, 1152740, 929441, 19127541, 40236482, 722425, 19107913, 40185216, 19019483, 19068730, 19129391, 40162611, 19067230, 45892464, 1707344, 19125105, 902732, 1742434, 19050511, 1507838, 19027701, 40166158, 1585242, 40162729, 1309800, 1301159, 19044522, 19121518, 19009159, 42709021, 19004061, 40162308, 19067927, 19133331, 40243474, 42629442, 19047803, 19079590, 40178983, 42901846, 793063, 40221713, 1351559, 46276148, 1112807, 45775621, 987009, 42708129, 703253, 40235557, 40239523, 19131942, 1301166, 42902154, 40163512, 19079151, 40223834, 40243887, 19057099, 40169276, 19096798, 528325, 1718761, 1436651, 19068728, 719380, 19040327, 718154, 40185304, 19077546, 40175535, 40222616, 19025864, 40175534, 19034752, 743753, 40174886, 42902214, 40241162, 19124424, 40241789, 40163468, 19112840, 1524813, 43013026, 19019581, 1331312, 1784444, 40160986, 19121701, 40231857, 40171407, 19078166, 19019115, 40163402, 19097665, 40234678, 40221710, 19127917, 40176907, 19038506, 19077545, 40161546, 35603201, 19020287, 706262, 19037642, 19123159, 19075379, 40236246, 40233968, 950667, 1728608, 529374, 35603911, 36249934, 44814596, 717166, 1746143, 19127196, 19135490, 19079114, 963356, 19110701, 1553652, 739202, 43525973, 19074820, 19011853, 19128003, 19035710, 19019333, 19010557, 19074465, 40231519, 19135442, 792997, 19030226, 42708379, 40164110, 42901696, 19130452, 40177153, 19031977, 40224651, 42708713, 19114664, 19130136, 19121913, 718757, 19074843, 40221863, 1112922, 978055, 42707802, 40164996, 40239474, 778478, 19008523, 36250144, 45892928, 40166144, 1352213, 40220483, 35603183, 19102835, 40230606, 42901645, 19072934, 19023561, 40169770, 740346, 1594707, 19040326, 19073712, 36249786, 19075010, 19020594, 745826, 40163525, 43532974, 789612, 19078521, 19121871, 19125123, 1307027, 40240605, 1596960, 19022710, 42708247, 1036117, 40220544, 19132639, 19009593, 1317673, 40242473, 905343, 19098332, 921023, 947421, 778771, 725173, 43012441, 40224323, 19131914, 40166705, 19021852, 40232444, 1115066, 19126665, 918634, 1000675, 981780, 40180077, 19077659, 40163541, 997899, 40166808, 40232653, 19098480, 40235261, 40221913, 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SELECT * FROM drug_coverage;