File Info

Filename
cluster_1224_params.csv
Full Path
s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/fe/fa41583c5ea428582902053a9dc04f/cluster_1224_params.csv
Size
21.7 KB
Attempt
probe_id variable_name mean std q2.5 q97.5
212208 alpha 329.30621337890625 95.19482421875 181.56399536132812 551.20703125
212208 beta 0.7209701538085938 0.006491226609796286 0.7083338499069214 0.733772337436676
212209 alpha 260.1590270996094 64.95516204833984 155.87942504882812 408.7206726074219
212209 beta 0.835250973701477 0.008120983839035034 0.8194460868835449 0.8512802720069885
212210 alpha 276.90496826171875 84.59998321533203 147.459716796875 475.5892639160156
212210 beta 0.7552791237831116 0.007430885452777147 0.7408201694488525 0.7699457406997681
212211 alpha 209.1759796142578 57.22500228881836 119.16868591308594 341.59906005859375
212211 beta 0.8675668239593506 0.007571961265057325 0.8528217077255249 0.882499635219574
212212 alpha 295.8579406738281 86.65786743164062 161.80877685546875 498.2158203125
212212 beta 0.7885393500328064 0.006784599274396896 0.7753265500068665 0.8019179701805115
212213 alpha 181.51388549804688 69.49996185302734 82.10446166992188 349.9765930175781
212213 beta 0.2508329153060913 0.003714911872521043 0.2436305731534958 0.2581915557384491
212214 alpha 152.41885375976562 51.772518157958984 75.51856231689453 275.8049011230469
212214 beta 0.2587360143661499 0.004013031255453825 0.2509588897228241 0.2666900157928467
212215 alpha 512.107421875 158.56283569335938 270.3549499511719 885.1748657226562
212215 beta 0.6225893497467041 0.0054550617933273315 0.6119688749313354 0.6333456039428711
212216 alpha 606.5714721679688 169.4865264892578 341.3289489746094 999.8670654296875
212216 beta 0.5687263011932373 0.004584126640111208 0.5597957372665405 0.5777618288993835
212217 alpha 327.456787109375 102.77397918701172 171.33602905273438 569.7146606445312
212217 beta 0.5699880719184875 0.006500296760350466 0.5573508143424988 0.5828360319137573
212218 alpha 340.53802490234375 109.43875122070312 175.37413024902344 599.3497924804688
212218 beta 0.535611093044281 0.005423177964985371 0.5250569581985474 0.5463213920593262
212219 alpha 460.421142578125 161.73944091796875 222.6012725830078 847.710693359375
212219 beta 0.37645289301872253 0.0033893792424350977 0.3698539137840271 0.3831385672092438
212220 alpha 458.13653564453125 153.3427734375 229.3824005126953 822.8357543945312
212220 beta 0.34820830821990967 0.0042658643797039986 0.3399212658405304 0.35664379596710205
212221 alpha 363.8379211425781 132.89218139648438 170.8022918701172 683.8108520507812
212221 beta 0.39067286252975464 0.004598025232553482 0.38173913955688477 0.39976027607917786
212222 alpha 357.6226806640625 128.8956756591797 169.6012420654297 667.3887329101562
212222 beta 0.34258800745010376 0.0037498183082789183 0.3352985978126526 0.3499940037727356
212223 alpha 172.26303100585938 59.29753112792969 84.5342788696289 313.84747314453125
212223 beta 0.3073250353336334 0.0043323226273059845 0.29892051219940186 0.31590309739112854
212224 alpha 172.74595642089844 66.63300323486328 77.67354583740234 334.4287109375
212224 beta 0.2558731734752655 0.0037720126565545797 0.24855947494506836 0.2633448839187622
212225 alpha 260.9829406738281 72.36560821533203 147.52386474609375 428.7385559082031
212225 beta 0.5857555270195007 0.0056951879523694515 0.5746715068817139 0.5969969034194946
212226 alpha 258.58953857421875 79.33094787597656 137.33921813964844 445.00408935546875
212226 beta 0.6425611972808838 0.006570060271769762 0.6297797560691833 0.6555335521697998
212227 alpha 307.99615478515625 100.31526184082031 157.17041015625 545.673095703125
212227 beta 0.5032557845115662 0.005619654897600412 0.49233198165893555 0.5143577456474304
212228 alpha 317.90985107421875 98.46110534667969 167.8025360107422 549.5784912109375
212228 beta 0.4871760904788971 0.005340369418263435 0.4767933487892151 0.49772512912750244
212229 alpha 336.7051696777344 103.47557830810547 178.6251220703125 579.9133911132812
212229 beta 0.61180180311203 0.005819513462483883 0.6004733443260193 0.6232876181602478
212230 alpha 402.1580810546875 130.8782196044922 205.33526611328125 712.212646484375
212230 beta 0.5924257636070251 0.0060123722068965435 0.5807258486747742 0.6042991876602173
212231 alpha 321.70098876953125 92.74413299560547 177.66490173339844 537.8109130859375
212231 beta 0.5871058106422424 0.0055882809683680534 0.5762277841567993 0.5981349945068359
212232 alpha 364.51153564453125 98.30091094970703 209.37884521484375 591.5624389648438
212232 beta 0.6867538690567017 0.006237480789422989 0.6746112704277039 0.6990574598312378
212233 alpha 327.99169921875 92.83607482910156 183.15859985351562 543.7870483398438
212233 beta 0.6669853329658508 0.006654486991465092 0.6540364027023315 0.680122971534729
212234 alpha 287.3632507324219 85.11306762695312 156.07681274414062 486.4125061035156
212234 beta 0.7260452508926392 0.006960587576031685 0.7124961614608765 0.7397838830947876
212235 alpha 391.97259521484375 105.90252685546875 224.915283203125 636.640625
212235 beta 0.6950663328170776 0.006169955711811781 0.6830558180809021 0.7072323560714722
212236 alpha 315.6261901855469 101.74762725830078 162.2026824951172 556.352783203125
212236 beta 0.502971351146698 0.005444713402539492 0.4923861622810364 0.5137239098548889
212237 alpha 304.03216552734375 112.09701538085938 141.69302368164062 574.2949829101562
212237 beta 0.3467541038990021 0.004059995990246534 0.33886563777923584 0.35477757453918457
212238 alpha 231.27110290527344 89.47959899902344 103.732177734375 448.4840393066406
212238 beta 0.31730103492736816 0.004175989422947168 0.3091934621334076 0.32556480169296265
212239 alpha 236.70733642578125 63.4738655090332 136.40533447265625 383.20855712890625
212239 beta 0.5038736462593079 0.005840347148478031 0.49252402782440186 0.5154155492782593
212240 alpha 157.13031005859375 46.73814010620117 85.11563110351562 266.4969787597656
212240 beta 0.43409186601638794 0.005551543086767197 0.42331159114837646 0.44507384300231934
212241 alpha 344.3721923828125 97.75820922851562 191.96905517578125 571.6972045898438
212241 beta 0.6342781782150269 0.00608869967982173 0.6224262714385986 0.6462961435317993
212242 alpha 359.91094970703125 101.8124008178711 201.05181884765625 596.5538940429688
212242 beta 0.7262245416641235 0.007043110206723213 0.7125165462493896 0.7401266694068909
212243 alpha 380.87982177734375 115.58030700683594 203.71566772460938 652.0714111328125
212243 beta 0.6091488003730774 0.005560541059821844 0.5983214974403381 0.6201204061508179
212244 alpha 434.1280212402344 149.8815155029297 212.5802764892578 792.1481323242188
212244 beta 0.4662565588951111 0.004337587859481573 0.45781034231185913 0.4748174846172333
212245 alpha 341.02197265625 117.23936462402344 167.50387573242188 620.9035034179688
212245 beta 0.39524340629577637 0.004472206346690655 0.3865485191345215 0.40408214926719666
212246 alpha 177.16787719726562 47.832923889160156 101.7007827758789 287.6666259765625
212246 beta 0.6024657487869263 0.0074420468881726265 0.5880101919174194 0.6171825528144836
212247 alpha 157.06948852539062 45.37043380737305 86.64122772216797 262.8179626464844
212247 beta 0.583287239074707 0.006667189300060272 0.5703261494636536 0.5964648723602295
212248 alpha 289.22869873046875 114.65365600585938 127.16169738769531 568.51220703125
212248 beta 0.29743844270706177 0.00343685457482934 0.2907596826553345 0.3042299747467041
212249 alpha 306.26275634765625 117.12808990478516 138.66278076171875 590.1253051757812
212249 beta 0.4771420955657959 0.0048114643432199955 0.46778082847595215 0.4866412281990051
212250 alpha 313.92529296875 99.92825317382812 162.71435546875 549.9339599609375
212250 beta 0.496375173330307 0.005161414388567209 0.48633602261543274 0.5065667629241943
212251 alpha 280.2781982421875 90.647705078125 143.717041015625 494.8400573730469
212251 beta 0.45135387778282166 0.004915681667625904 0.44179409742355347 0.46106579899787903
212252 alpha 301.51287841796875 106.78921508789062 144.8869171142578 557.5188598632812
212252 beta 0.38562166690826416 0.004204013384878635 0.3774476945400238 0.39392584562301636
212253 alpha 261.63037109375 88.0892562866211 130.44711303710938 471.3086853027344
212253 beta 0.43624013662338257 0.0043051838874816895 0.4278641939163208 0.4447367191314697
212254 alpha 279.68011474609375 93.47205352783203 140.17953491210938 501.9407043457031
212254 beta 0.4356863498687744 0.004562710411846638 0.4268128275871277 0.4446955919265747
212255 alpha 202.95803833007812 75.40403747558594 94.02690887451172 384.9518737792969
212255 beta 0.229160338640213 0.0035841253120452166 0.22221457958221436 0.2362653911113739
212256 alpha 253.34878540039062 99.54381561279297 112.2086181640625 495.521728515625
212256 beta 0.256134569644928 0.003658038331195712 0.24903973937034607 0.2633778154850006
212257 alpha 237.1562042236328 91.4113540649414 106.69790649414062 458.9400634765625
212257 beta 0.2601087987422943 0.0036413383204489946 0.25304415822029114 0.2673183083534241
212258 alpha 238.50119018554688 96.56172180175781 103.01399230957031 474.4191589355469
212258 beta 0.2948935329914093 0.003970862831920385 0.2871861159801483 0.30275288224220276
212259 alpha 456.615966796875 143.28921508789062 238.94068908691406 794.368896484375
212259 beta 0.6611875891685486 0.005225711036473513 0.6510087847709656 0.6714836359024048
212260 alpha 497.1367492675781 144.472412109375 273.2122802734375 834.142822265625
212260 beta 0.8478865623474121 0.006878003012388945 0.8344883322715759 0.861443281173706
212261 alpha 437.33184814453125 143.34849548339844 222.19363403320312 777.2675170898438
212261 beta 0.7350265979766846 0.006174744106829166 0.7229996919631958 0.7472007870674133
212262 alpha 535.2589111328125 165.2972412109375 283.0616455078125 924.0316162109375
212262 beta 0.7785801291465759 0.006275619845837355 0.7663512229919434 0.7909528017044067
212263 alpha 503.233642578125 141.6830596923828 281.9090270996094 832.3410034179688
212263 beta 0.8955699801445007 0.007185408379882574 0.8815641403198242 0.9097397327423096
212264 alpha 478.7174987792969 136.66220092773438 265.9580993652344 796.7474365234375
212264 beta 0.9664438366889954 0.007039010990411043 0.952721893787384 0.9803113341331482
212265 alpha 153.59567260742188 39.07656478881836 91.115234375 243.18096923828125
212265 beta 0.46936070919036865 0.006002591922879219 0.45770642161369324 0.48123300075531006
212266 alpha 153.73782348632812 37.57416534423828 93.14405059814453 239.4470977783203
212266 beta 0.49770769476890564 0.00618631299585104 0.48569414019584656 0.5099396705627441
212267 alpha 476.2292175292969 130.64572143554688 270.875244140625 778.6634521484375
212267 beta 1.0437320470809937 0.007358886767178774 1.0293790102005005 1.0582326650619507
212268 alpha 483.3699645996094 128.40231323242188 280.0293273925781 779.368896484375
212268 beta 1.1612776517868042 0.008655338548123837 1.144399642944336 1.1783391237258911
212269 alpha 463.1948547363281 114.55762481689453 278.91314697265625 724.8941650390625
212269 beta 1.1678235530853271 0.009395767003297806 1.1495187282562256 1.1863431930541992
212270 alpha 349.91253662109375 112.15119934082031 180.52890014648438 615.040771484375
212270 beta 0.5447011590003967 0.004947278648614883 0.5350700616836548 0.554459810256958
212271 alpha 355.85882568359375 110.89322662353516 187.07778930664062 616.9988403320312
212271 beta 0.48794427514076233 0.005715614650398493 0.47683924436569214 0.499239444732666
212272 alpha 468.30657958984375 133.1112060546875 260.8542785644531 777.8941650390625
212272 beta 0.977648138999939 0.008226797915995121 0.9616186618804932 0.9938743710517883
212273 alpha 512.3908081054688 124.85248565673828 310.9215393066406 797.081787109375
212273 beta 0.9597944021224976 0.006951197050511837 0.9462448954582214 0.9734868407249451
212274 alpha 544.4343872070312 181.99002075195312 272.84161376953125 977.1868286132812
212274 beta 0.8828736543655396 0.006971150636672974 0.8692858219146729 0.8966178894042969
212275 alpha 215.78402709960938 64.45267486572266 116.58112335205078 366.6875
212275 beta 0.5482622981071472 0.006352031137794256 0.5359178185462952 0.5608158111572266
212276 alpha 212.8232879638672 63.019073486328125 115.61019134521484 360.19732666015625
212276 beta 0.5853453874588013 0.0060156709514558315 0.5736416578292847 0.5972248315811157
212277 alpha 253.02548217773438 79.31092071533203 132.50445556640625 439.94317626953125
212277 beta 0.49115845561027527 0.005319541785866022 0.4808151423931122 0.5016654133796692
212278 alpha 271.8419494628906 98.15020751953125 128.7483367919922 507.77825927734375
212278 beta 0.4303235113620758 0.0044149975292384624 0.4217331111431122 0.4390426278114319
212279 alpha 274.6130676269531 85.17881774902344 144.80722045898438 475.0708923339844
212279 beta 0.5702352523803711 0.0056550451554358006 0.55922931432724 0.5814005732536316
212280 alpha 286.29327392578125 80.1941146850586 160.86630249023438 472.4458923339844
212280 beta 0.6461864709854126 0.006858494598418474 0.632850170135498 0.6597294807434082
212281 alpha 237.4665985107422 61.642269134521484 139.3403778076172 379.14697265625
212281 beta 0.609402060508728 0.006498799659311771 0.5967622995376587 0.6222386956214905
212282 alpha 231.30772399902344 71.70809936523438 122.01446533203125 400.051513671875
212282 beta 0.49677178263664246 0.005520670674741268 0.4860366880893707 0.5076813101768494
212283 alpha 321.8782043457031 99.89474487304688 169.66909790039062 556.986083984375
212283 beta 0.4829459488391876 0.005071359686553478 0.4730803668498993 0.49296286702156067
212284 alpha 311.5855407714844 99.1624526977539 161.52462768554688 545.7787475585938
212284 beta 0.44892072677612305 0.005214923061430454 0.4387874901294708 0.45922601222991943
212285 alpha 227.3524169921875 76.0977554321289 113.83133697509766 408.337890625
212285 beta 0.3077782392501831 0.0036441534757614136 0.30069613456726074 0.3149830102920532
212286 alpha 239.30030822753906 96.95076751708984 103.2998275756836 476.1915283203125
212286 beta 0.26763033866882324 0.003788560628890991 0.2602803111076355 0.2751327455043793
212287 alpha 330.0302734375 125.39637756347656 150.20822143554688 633.6495971679688
212287 beta 0.3591660261154175 0.004426240921020508 0.3505691587924957 0.36791789531707764
212288 alpha 214.110107421875 73.70500183105469 105.06710052490234 390.09588623046875
212288 beta 0.3051184117794037 0.0035303139593452215 0.2982562780380249 0.31209659576416016
212289 alpha 312.6119689941406 94.67414093017578 167.4169158935547 534.6893310546875
212289 beta 0.5749045610427856 0.00612126337364316 0.5630013346672058 0.5869929790496826
212290 alpha 275.796630859375 77.9018783569336 154.2012481689453 456.82830810546875
212290 beta 0.5613481998443604 0.005630651023238897 0.5503895878791809 0.5724674463272095
212291 alpha 281.5085754394531 102.17640686035156 132.7925567626953 527.30615234375
212291 beta 0.35970234870910645 0.004585073329508305 0.3508000373840332 0.3687707185745239
212292 alpha 266.58721923828125 93.09779357910156 129.4504852294922 489.327392578125
212292 beta 0.339181125164032 0.004166808910667896 0.3310858905315399 0.34742188453674316
212293 alpha 355.4733581542969 124.0114517211914 172.74258422851562 652.1329345703125
212293 beta 0.44315171241760254 0.004671060014516115 0.4340689480304718 0.45237433910369873
212294 alpha 381.09130859375 133.48609924316406 184.641357421875 700.5973510742188
212294 beta 0.4407823979854584 0.004658531863242388 0.43172281980514526 0.44998183846473694
212295 alpha 462.69287109375 135.20391845703125 253.42381286621094 778.3115844726562
212295 beta 0.7444047927856445 0.00662788562476635 0.731498122215271 0.757479190826416
212296 alpha 466.6766357421875 128.36595153808594 265.03265380859375 763.9370727539062
212296 beta 0.7909649610519409 0.006179413758218288 0.7789245247840881 0.8031424880027771
212297 alpha 493.928466796875 155.625244140625 257.7733154296875 860.962890625
212297 beta 0.7159477472305298 0.00590682914480567 0.7044442296028137 0.7275896072387695
212298 alpha 445.02978515625 127.17138671875 247.09426879882812 741.012451171875
212298 beta 0.6680779457092285 0.005443895235657692 0.657468318939209 0.6788135766983032
212299 alpha 375.734619140625 109.05135345458984 206.65621948242188 630.0714111328125
212299 beta 0.6609199047088623 0.005686561111360788 0.6498420238494873 0.6721369028091431
212300 alpha 331.93060302734375 94.3709487915039 184.86343383789062 551.4236450195312
212300 beta 0.663541853427887 0.006632013246417046 0.6506413817405701 0.6766304969787598
212301 alpha 459.81646728515625 160.20904541015625 223.65725708007812 842.9989013671875
212301 beta 0.6731616258621216 0.006486989092081785 0.6605372428894043 0.6859636306762695
212302 alpha 339.589599609375 94.8550796508789 191.13150024414062 559.6923828125
212302 beta 0.7575467824935913 0.006233596242964268 0.7453997135162354 0.7698395848274231
212303 alpha 350.26275634765625 83.3312759399414 215.1341094970703 539.7186889648438
212303 beta 0.8213309049606323 0.0074002561159431934 0.8069186806678772 0.8359326124191284
212304 alpha 397.6555480957031 115.43775177001953 218.68479919433594 666.8947143554688
212304 beta 0.8067473769187927 0.007658672984689474 0.791840672492981 0.8218606114387512
212305 alpha 393.7321472167969 120.01854705810547 209.9825439453125 675.5094604492188
212305 beta 0.7321735620498657 0.006410244386643171 0.7196918725967407 0.7448147535324097
212306 alpha 351.51513671875 99.80538940429688 195.927978515625 583.6067504882812
212306 beta 0.7100875377655029 0.0065740253776311874 0.6972888708114624 0.7230591773986816
212307 alpha 335.009033203125 99.50919342041016 181.6290283203125 567.815673828125
212307 beta 0.6818220615386963 0.005814214237034321 0.6704943776130676 0.6932907104492188
212308 alpha 423.784423828125 127.66310119628906 227.7245635986328 723.0283203125
212308 beta 0.6112322807312012 0.006292340345680714 0.5989929437637329 0.6236556172370911
212309 alpha 272.115966796875 75.19570922851562 154.12391662597656 446.35400390625
212309 beta 0.5729487538337708 0.005623109173029661 0.5620083212852478 0.584045946598053
212310 alpha 271.5961608886719 73.07151794433594 156.21627807617188 440.32177734375
212310 beta 0.6947269439697266 0.006101285107433796 0.6828422546386719 0.7067639231681824
212311 alpha 200.51968383789062 52.667118072509766 116.90098571777344 321.7537536621094
212311 beta 0.6986716389656067 0.0079532191157341 0.6832138299942017 0.7143867015838623
212312 alpha 330.07464599609375 93.89910888671875 183.76414489746094 548.4876098632812
212312 beta 0.6150046586990356 0.006223433185368776 0.6028985381126404 0.6272896528244019
212313 alpha 377.1629333496094 122.46454620361328 192.8745880126953 667.1936645507812
212313 beta 0.5167158842086792 0.005352148320525885 0.5063061118125916 0.5272831320762634
212314 alpha 357.4951477050781 114.0916976928711 184.9755096435547 627.0511474609375
212314 beta 0.6781448125839233 0.006818289402872324 0.6648818850517273 0.691602349281311
212315 alpha 399.36822509765625 112.66980743408203 223.45257568359375 661.1532592773438
212315 beta 0.6395747661590576 0.005838280543684959 0.6282078623771667 0.651093065738678
212316 alpha 303.1087951660156 90.0542221069336 164.31051635742188 513.80126953125
212316 beta 0.5432284474372864 0.006371482275426388 0.5308449864387512 0.555824339389801
212317 alpha 254.23583984375 83.79337310791016 128.6761016845703 453.09539794921875
212317 beta 0.4529469609260559 0.005122739356011152 0.44298702478408813 0.4630715847015381
212318 alpha 409.8944396972656 130.83242797851562 212.0684814453125 719.008544921875
212318 beta 0.5256257057189941 0.0048561058938503265 0.5161716938018799 0.535207211971283
212319 alpha 383.58624267578125 125.75856018066406 194.85867309570312 681.8182373046875
212319 beta 0.4434156119823456 0.004831652622669935 0.4340185523033142 0.45296230912208557
212320 alpha 263.3489990234375 102.66829681396484 117.3891372680664 512.8466796875
212320 beta 0.2928875684738159 0.003915226086974144 0.28528785705566406 0.3006359934806824
212321 alpha 328.867919921875 96.48989868164062 179.67379760742188 554.236083984375
212321 beta 0.6237167119979858 0.006233966443687677 0.6115899085998535 0.6360205411911011
212322 alpha 306.1206970214844 89.20632934570312 167.95111083984375 514.286376953125
212322 beta 0.5106147527694702 0.005535882897675037 0.49984946846961975 0.5215506553649902
212323 alpha 342.64556884765625 105.32244110107422 181.75274658203125 590.2018432617188
212323 beta 0.47589054703712463 0.004484770819544792 0.4671621024608612 0.4847390055656433
212324 alpha 309.29437255859375 97.93902587890625 160.8790283203125 540.4376831054688
212324 beta 0.41312915086746216 0.0045889257453382015 0.4042068421840668 0.42219626903533936
212325 alpha 307.6353759765625 92.6756820678711 165.30856323242188 524.8687744140625
212325 beta 0.6187124848365784 0.006165473721921444 0.6067136526107788 0.6308859586715698
212326 alpha 312.6025695800781 94.91627502441406 167.13494873046875 535.3265380859375
212326 beta 0.5752866268157959 0.00565303722396493 0.5642889738082886 0.5864420533180237
212327 alpha 235.09866333007812 68.13337707519531 129.42245483398438 393.9725341796875
212327 beta 0.48833492398262024 0.005429529584944248 0.47777995467185974 0.4990614056587219
212328 alpha 258.8167724609375 80.87135314941406 135.81944274902344 449.32977294921875
212328 beta 0.4295317530632019 0.005249595735222101 0.41933581233024597 0.43990999460220337
212329 alpha 339.19488525390625 120.00147247314453 163.1300506591797 626.829345703125
212329 beta 0.46996009349823 0.004775017965584993 0.46066778898239136 0.47939038276672363
212330 alpha 268.3952331542969 94.62810516357422 129.41091918945312 495.101806640625
212330 beta 0.42090022563934326 0.004600108601152897 0.411953866481781 0.4299895465373993
212331 alpha 341.3030700683594 125.92863464355469 158.97479248046875 644.9442749023438
212331 beta 0.2783452868461609 0.0034018445294350386 0.2717362940311432 0.2850724160671234
212332 alpha 346.4894104003906 119.05207061767578 170.2587890625 630.6759033203125
212332 beta 0.6890349984169006 0.0065108430571854115 0.6763648390769958 0.7018799185752869
212333 alpha 291.76873779296875 89.52218627929688 154.94700622558594 502.1351013183594
212333 beta 0.49362459778785706 0.00533265108242631 0.48325634002685547 0.5041564106941223
253 rows