MIMIC-III Waveform Database 1.0

YYXXYWXXXZYbmq^8/:CKOPQQQQSTQSQSPQSQQUTYWUW]_gcbfeed_`a_\\[^]^jnu^8KY_\WUTWVTSUSSTUSSWXZ]^bcgjknoqqollifgd_]^_]\[]]\^_]^\Z]\]ZZZ\\YXZZZZZ[[Z\]__^behgeca_^ZZZ[TWVWWXXXWXW\gqub7*9IOQSSUWVWWTUTSUWTUY[Zbc_`^`ceffhjkklniccegfgjkoxpjjhccc_^^\\UWY`bXZWUSUVX^cquS*)7EKOSONOPNOPNOWZVOLNUZ\YW_efejhlnhhia[Z]ZZ]^cllwS/GRWZWUWWZWOUVNSQOQSTX\Z^_fgfdhkilgcef`\\WWXWX\UU\WTSUX]WQSVWRQZWLRUKJLJPJMNSY]WVXSUNDFRWNSGELNMNPTUQaencC)/@JNRMLWUPLQRQUWPQOQR[]WW_a_fdgeaefhljhgiecghklknxzopja_e_]_X_[XWaeVSXXX\XaoxqG&0AKOQWYNQTSTSSVWSSY[WUX^\^_egkhflkllnigda_^achssuK,MX^ea\YYXVYVY[\XQSWY\^cd`_cgkltxnkc_beZX\_XUZ\Z\WV[]VW[US\dZTUXZTQXZWXT\_UT[^\`a_Z[YRPZTQONRUTYSRQWSXkvZ6*6EDJY^QKKOURQOSQ[TQTUWUYVUca^gjbnf``gh_cahlc`elstqpohcecd\Z^aVZ]WZabXTWXVUgsxb3(7EMPNNUWSSWYVTQLOOZXXQ\_aWUou`^hlh^W_aZ]cd^_\foh^?;XRQXYSWQSXW[_OJU_YW\RQ\fibnpojtxhgogd_jlUU_^aZ[^aYW^_\b]XU_XSURQ^XSYVSQSVW\_acaZWW\QRSOPJNSRQXSLOUPX`deS,1FMJOSXUOQUSUTXQQQZSUWZZ_adhbajq_]dhfhegjc[aljgnklqrgcgh\^^_Y_a]^\^ZVZXX\_csxC!3@>JRVNSXQOSWZSONSSWXWZXW^Z_hkofbada`ceaghY__grkeD1LT^[WVYZZZVTQXbVOX\WZ_acfelkhnqluzfgh^cc`ZceZ^]_Z\\YZ[XaaWSTKSYQQWV_MJHHTZY^a_ZYSOQSPQHSYLONMPNYOLUbfab>!1AFNJEOZNMPQRNQOLSUQQSWWU[]abc]cgdjgh_gleagjaefnqpuhgheZWe^Z[ZaTN]cURY[^XVbszS.'7AJQMTVNUN[\UHPTSWLS]W[^W^achgcelgcnoY^c`_choshjS(<R]\ade\SYZVSZ^]WYagh\\gkhkkhsxurnosvm^]ce_`eaad\UY^]`cVRY\TRWWOOS]XSSQPSUW^XVZ_Y\WQTQKJKMNLMOU]^OJLR`noG(0>GPNLKNLJKLKMQS\]RFEMSWZ]\_hiW]f_[`ehfbabhlcbfekoxqfbc[Y\\\XWZ[UWW\QNSZSQ_q~b1(>EAGLNOJILQPQOPQSNNNQX[Z\Y\ae`ghcad_`^`]^eg\bnkhX,ARYZW[VX\ZWSVQRSSW]Z\\Wdgefgomqqmlqnj__]aac`_\Y^`\UZ_\X\cZNNVVUZSPTUWNNUXNX\USa_cWTUNGLRQONMUQONMSMTXakgP1/<BNRFEQVLHHNUOSNLX\JIX^XW\]ek`]fnnfcdbcgh^]ielmhouomf_a]cZTZ\WQW[\SWTXUS\apr]7 -:MLPUXKHNSOUWMRWNPQUU^ZXV^ga_gcgb_^b]eZ_b\_cinwQ+JTQUXUXZ_aQPWWSNQV^]\b\]ajhpuouhimouu_^fa`YX_]ZY_c`bW^cWQNVTUOS[UO\_OEJMOTVWW[bcXW\QNSIFJQQQGKQSJMONXanqZ3):?CKPVOSTNLLPSNNOQTW[]ZX_\bec]_cfjlghhohcacegfkpwzpj_ZZZ]_^c[XTZWTSUWVY\Xcszg2#6FSUMLQQOPSUXTQTSUUSQWZ^c__bkmedgjhefgckfc_eenspu<7VZ^aZXWX[__QVWTRV\_[acgchigmpsllqqfela_bac]W\_Z\bcYW\XSUWYSSZUSRPOVSUQPXYNSWZ[]ZUQQMLIHKOQOLJSOMNJR\jnaA6>>AHOKMNRLKNSWLKLPQPXUVUZ[W\cg`^aceball__a]agjmglpomga`_^YZ\Z`Z[QTXWWZ^[Z^aoqO.,>JROLLOPUTUPPQNYVSPSWWUZ]\adahihfbac_abef[aecmlsG1OX^\_\X\XW\UUYXUWYZZ`caghejilostqugjeacda`_]_cWV]`^ZYXWZZY[URXQQPUSURQTVONQUWW]_]ZQQOOVOKLPOPKHOQPXYQUgqc<*1?JPNNKJQSONORXUUONRSXZX\`c_^c`ehfilohgefdghfhlroqsnigef_]c]XYX\WVYUZZRU\V_w~_,/AHPWOOQONNOQSQUUQOVUWTZ\]`decehebcdecae_`da_gq{|D3T\Z\ZacVV^^VZW\]WWZ\_ecajmljhouxuvpg`b_c_`f_\^_[^_]ceYX\VTVZ_VTUNQUSNX\QUROUX[`_`[QQMNMRJNTVIHNSNOMLTenq_B51<HSNJNSTLNQOKRSUNNNXUWX]_Z_ecea`cfeja]af^]hhehhlnpmhcac`ZZYXX]\\\\WYZWZSRcqsb:05?JPSNOLTQOWRORQPUQUWPY[^\aadfcefeefb^chb_g^Zensa76X[W[XW]\[\WUTWY\]Z\^_a_eikhlqtqsoolgeacea\X\]_ZW\_XW\\]SSUQSTSXSQVQUWQLOUSSRXZSRY\_ZSTUNOOQLJPSQLNQQOQZfch]5'5?IPZ[JLQONPUWYSUNLQUWW\_]^]eca\agdckold^`egcjnjjiuvkhgg\[ZZWW[\ZW\UXTRQXS[gojN# :CGMNNHGOXRIMLNNOSRQNUaZSZ_dffaahebc_`^eceic^losE4S^a[VWZ\X]^\^YQUX\`aej`ZgjhlqwxoqjkhkcclcYWZ\^_aj`VUY[XXZ\XUZ]UPOWRNRSSSPLRXSWWVU[]_YROQJFGNLLOPLOWWLJT_nqZ50AEDKNQNMNUOLQYQQNMRZQQXa]X^\^hd_^hfe`^acga`_eaghhljhnh_^b\SW[YW\STXUWTWY\WV_lnH.6DJLQSPNQRSQQOOQROQSSUW\_\\_bcghhhfeeeecbecababegfjnoqooic`^\[ZZYXXZY\Z\]UXZUXdqsW.(;ELSTVRSTVWUVUVXZZWUXYZ]`ccfghjkjhhgedfcccfccefjkjponjfgb^\]^]\ZXZZXZZYXYXWcowl=&/?HJPUSSUSRUTQRSSRUUWWXZ^_^bcfhgihececbc_`bcdakozc5HW]^ZY[XXZ[WVUXYUUUWZ^__cefeopoqopokgbaeegb]]_^__]]_]^\^_WXWXWVTUUVSSYUPORQQPQRUUSONPRORSONRURSPQQQSPQPQUWOOSSQUQSSSUVSSSSRUXYXQTVVUSTW\]\^aba__]VRSUVPSUSONSRSTV\dopR30>EHMPVWOQOQORSSTSRTZZXWV[_ccdechfgfgfgeeggfeb^acefehlopnhecd`]ZWW\ZYWXYWXZXWUT_mve@08DJONONQQPSQRPOPQQQPUUSWZ\]ad`cgfggcb_]a^Z[^__^^a_]bbhjqlaaaZYXYUTUWWWUWTUVTSSZgliM&#8DKOUWQRSTQQSUQPUWSQWXXZ]_]`kmhefgdecabcb_b_coquY6FT_`\\^\X\ZWXYX_]\ZZ^_`efhkooqpqookhggeac^Y\^[Z]^]ZXXX\ZYXZTWWQRRSWUVSRPOUPOPTXYZ\^`ZWWSPSSNNOQQSOQSQSQXZ_moS+'9IOPOPQQUSQSTURUXQSVZ[ZX^`\abaefgcfiecfecefibaghjnsqkhdc`__Z[\ZZ\WW\]VWYZ\[aouc4%2ALSOQQOOSSTSQSTRTUSZ\V\_`cbehfjhgbcda`ac_cf`]`aabehnokfc[ZZXWW\]XXUSTSWYTSU\fuwS,*>GKNOQQSQQNNQSWTSOSUWXUXZ]`bfgdafgcdbb`^abc_ab_acehnohefc[ZVWYVTWXZYWSUUVWV\cnpU2.CEGKOPNPQOOPPVXONONQSXXUW^`^^_dfhklh_Z\][Z_____fmoe<7U\ZXWZZZY[X[\XUWXZX\^afgglnlnqpooooqecebe\\__^]\]^]\[]_\\]ZXUUUXZ[TSTUWTSTYZX]^\_b_ZZUQOQPQSSQOQSSWSUS[cotW.)?IKPQSPOQQQQQQSVSSSSVYWZ]_bcggfdcfffhieeefgefhjhkllomib_^\\]YXZWZYWWUWWUTVZesx^.%5CJNRQPOPQPSNOQOSTPRRWZZ\_`eghfgifcfa_`_`bcdcmowe6GX^`\XW\]XWVUXV[YXZWZ_caehgnnqvpoqnkjkdceee^a`ccdefhd_^UQQSPORQZjymA*5ADIHGJMGEHIIKNLHGJLKOQUWSUY\^abaehbadgeaccca`gb^]_`_`]^ac_`a]^[]_ZXWZZ[\WYVSSUXXXUXZZ_`b]\WUWVQLLMLPQPPPQTPU\dlcF25@GLOQLKMNNPOUWRNMQMPUVZ\Y\_^aadfjkfjlfabcdadcdcbgiknnojc\YYWWYZWVUZUQSTWZUU]cptT,%:GMOUWUSWYWTYUUWWYWUX\^^caaghgoqnlnfbacccdebegnotR9SZZ^\\]\^YWW[WTVWVWZ]^c`bhfilnnoonnjhia``\Z]\]Z]\ZXZZYXWYZYVSUQPNMJJLOSSXXWQUSQUSZhwpP.,=HKNPQKPNLLQSONQRQQPSSXZZ^]\cbbcbefeeaa__^ba__^_`^[_`]_\^_ZYYZZ\ZXZ\_YWZ_ccd^\_YQORSSRUWSTUVWUQVZeuwW.+?KLJQUUTVWRQRRTWUTSSUXZ]^_`edghecfgfigfcafecgjihpvolea_]^ZYXY]^ZXW\YTSUUWdn|o@'2?GKOOOQTQQONNSWUNNQQSWZ\Z\_bcfgehfa``_]]_a`]^b_^agjjliga`\[ZUSTUUWWUWZWQQRQWdquU1.:DMKPQNPPOQNOUWSSNNQRSVXY\`b_bfcca_c`\^`a^_^]\^bcjlloi`^__YWZZWWUSWUSVWWSQQZfsvH*4CGLNNOORTNRQSUPOQQQPVXY\]\_`cggcghb_cfa]_^]_\Z^bahllhlh_]_Z[]VRVUSUSTUVVWURU`qtX(!7AIONSUQSPSOQQOSSRUSUXW[^aa_jkdhgefcfb_ca`cc^^ccfhlnokhc_\\YZWXW[]USRVWWVRV^cmrO$ 6ANPKSUONPNNOPSUOQRSUWZ]^a__chfebaehecee``a_^_da^^jquP6MVZ\YUSWWWV\WROSUWTU^`a[^cfjnovspmlkheeh`aaad^]`b\^]Z^]\]WZYZWWZUWVTSWXXSQXZ^c]\XSSNNNQSMQSJMONONPQZbjkM(%:CIJPRNPOQKMOVWOLPTSQS[]\_]eecbbfgfheefbca`ggcchnooqha_c^Z\\ZY\Z\]XXVSWXWXanwe=,5BLNOQOOSPQPORTSTSRQRVUWXZ^_behjghc`ab][]^^a`dihrN5Q\_^\\Z\WXXY\UTUUX\ZZ]_cghhjlopooljhgb^]^^^]^_\X[\[\\\[[Z]^YUVYWUTSURTUVUTUVSRTW\_^\ZYWSUVMKMNNNPQPSQOQZdkcE*.>GLNNNNQPQQOPQPSUNPVWZ\XZ^_`acccfgfhjfdbcccddfejknqmkid_^[Z][ZXXY[XYWXYXUS^esuM%$=INNPORSQSSRQSSUTUVWXZX[^_`cehhdfeea_`b__`c`__a`ceimnohcb[YZ\XWYWUXXVUWWSSRZenpW)!5CKMQUSSRQSQQQTWXUSWSWY[^acedhhgfddeeaacaccecadfjhjoqnkfa__]ZXY\ZYZXXZXXXYW\gqjE#";GNPRSRUNQQSSQSWVUWSTW[\bca`_ceekgfhfcb__accca^ilrO1LU]_\]]ZWWXZ[XXXYX\^^^cfhejlmsuqqpnjfefa^_a]_a^^]^__\]\^[ZXY\XVXZVWUSSSUTWUZ\Y]Z\[YWXONPMNLONNPQONPRPW`nqV/+>EJNMOQRLKOONRSTRPUUSUXZ]]__bcaghb__cc_`a^^a_achhjlqma]\\Y\ZWZ]WWUTXWYZWWTWdqsS/.AHIMRQQRSONQRUSUXROQSUYZ]bcada`bcac`__^b\\]\]XWXZXWW[ac^[Zbmwg@:FMOSSSTZ^SMOQQQSUSWUVXZYZ_ba^cfedcacb_]]^_]XYZ\ZXVZ_^\]\Y\fsz`85?GKPVRQQSPNNQOOOSUQQSWYZX\^^aghg_^`aa_^_`]^a\[]^^]^`b]Z]_^ZYY\^_YVUXWXYYZUSUUUWUWYX\[a`__[YSUSUWSXXPOOPSSSS[cjmX2'6DKNPTTVVUWUWSSUTWWUXVYZ\`aacaildfhechhhhcbedgfilnoqqgfc]^__\[XZ\ZWWY\UWZUXfsvZ."5DHKQSWWNMSUUQRQWQONUZ]ZZ`a`^a_dfgeehe^^\\_\^bcbihqO0JUZ\]Z\WYWZWZ\XVT\XZ_\bcefjlnqstrojhecd^]cb_\\]^_`\Y[^\^XX\ZYUVWSWXXUSQPSYZUX^_\]XZYZPNLNOLNNQSQNKSSTXcskI,3>JMNNQONOPQSTQWSPNSUTZ_a[^a_aecfgcbdabccda_c`eggkooligb`aX\Z\]YX\ZYZZWXYUY`kvlE3;GLKQRSQSUSWTSURUUVTYUSY^]afeff`aaada`_a_[ZXW\Z\]^_^_^^ajvkF>MRSWZUTVWWZSQOPUVWZUUUXYX[_a`cfhhdegcda`acaaaZY__\_^^]__\]ZXW\YYWWZWWUUWZ\_aca\WVRLNPSNMOSTNMPQRSU]gkW, /@IPQQOQOPQQSTWXUWQTUT[\\\_egcf`aebaghece]_aaehklnsmffcba_\YZX[\XXZZ\WZWVXagooE",?JOOQPRQSWWVOOTVTUWU^ZY\\]bgjngchd_acc`_bcd^]jnkm73XaZY\^XW]_`YVWZX\]\bhb_bghnqqoquqkihicec]a_a_\\ba\_cZXY[XWZ[ZXSSTSWXSOUWQNQWZZW^ZZ\WSSSUPNLNNMOSUJORSQZjue9*:BJNOQWQJKMQVSUWOOTRTVZ\_]^cia^_`cdecdceaa_\Z^cechlqmhe`aYWZ\[YW\XUWVWXSWWVYcqqL1/>HKORSPOQSOQRQWPTSOQUVW\^`b`aefbacc_^c_^[\Y\]SVY^\^]\]agkqZ<DIPTQQSWZXZRNOPORSVYZ\SQWX\__cffgieaba__c^^^b\\_]]^Z\^]_^]_\WV\YTWUWXW\[YX]_a_[VXYUVQRPRSOMOTTSUUSS^ghT) 2CLQSTNMOQTSQRUYWTZXXXX[]\dfciedefdfefeegd`_aekgilrsjhfa^ZXXZZY]_\WWUTUWUWaoqcA",:CISRSSUSUVUXUQRWUTWWZ\a_a]cfghhfecbca^a_b`cclnrJ2NZ__]]]^[^a\Z^\[\Y[^cecgglponnorolpkfgc`c^^]_]^c_Y[\^ZZ\ZYWYWTSVZVWSQQSWWQQQU\ZZ[__\YWURTONJJPQQSOPSRQPWcorZ52=CLQONQURNQUXUSWOPRVWY\__b]]_dccceheea_bcb_^cefhhfkpoj_^]\\Z[XWZ\YWWWXZYX]W^hrsE.=GJOSPNQVTQSVWUUTUWUZWXZ\^_bghghgecaba_]_\Z[]\X[_]^\[__bjotU9AIQTSUVTV\^QQONQRQVTX[WZWW]^cgeehjefacc`^`__ab`__^^\]_`_]^[Y[\ZZZZXWVXZ\]ZY^aa__ZXUSVRRPRSNPSQSSWSQX`jlU/%7CIQSPOUWWUTWUSSXZXVYZX\]^dhgccehebefdgccefdcghfentvlhgd_bZW[]\ZZX\\XYWZXVUamqV*&:BGLQPRSQXXQSSUVWSUWUW]\]_cjeegfhfecaa_`_`c`_jinS7OY\[\X\XWYZXVWSUWWTUWZaecdehijollhedbab^XX\ZXZ[YX\ZWXYYZ\XZZXSQTWSQRQRRQRSTUSUXWUZ\ZWUTQQNOPLOPNLNPORPSW^gl_;*6FNSSSXVZYWXXWYZXZ_]]^`cdcfekhhijlmoqmededeccejllnqrunihhe^_`c^]\[a_^YX\]XZ\jovk?*:HKOSXZSSQQSSWSTUVSUVXX^]^_aeimhfefbe`]b_c\XUSWWXXX\]Z[Z_juxT>EKNQSQNQWRKHMNNQTSUJHOOQSXZ\a_c__ab__]a^Z]YZZYXZ_[ZWXZ[ZZYaXVXZY]XW^_[afhga\ZZZTQQRSONPRSONOQNTZho]2'3CHMNNRRPNSURSTVZ]VVUXZ]aghfhjihkkolghecfecccegnpkinqojkgc_\^^Z[\Y\`ZZZYW\^`fqz_/'>KSTQVWTXYUNPSUWXWYSSW[\_^^fgeghijlebe^\^_]``hnqe:EQZ\]^[XVYWWUUSVUXXUY_`Z]chhimonliecgh^]_Z^\X^^X\\\Z[XX]XZ\SQTUUUWTUSQSSQPX\RUX[_c]WTUTWSPNSONLOQRWTONR^goeB-5?HLOQSQNNPOWXSQNQQWYVSY[_`bcghebajlcccehgeaacbehkqrnoe_\\`^\]ZTSXX[`ZUVUTX^lxlE)1@HOPRSTQSQORRQVUQOSUSR\^Z`dcccghe_^dce]_^]a\Z[ZZZXZ\^_]ZWWalzhA;HOPNUVWSSOPNOSUSXQPORSSUY]ac_`b_bafce_\bcWZ]ZVUZUU[^_][^a\ZerzjEAGMONTSSNNQONNNRSQRXYUQVZ\_ccbeceghceb`a`a\ZabZ\_]^]_a^`_c^ZXY\_ZZ\^^WUWUUZXW\^WV\]akdZY_XTUTQNUWTUUSPOUVU^ioc<*2?JQUUQRQSQOSYZSRVSSWXX[ba_^gldajlejgccgia]`ccgjgihmlhe`^_\W[Z\Z\XZSUWXVSW]akoX.'5EOSSUNPSUSQSORTPTUSSVXZ[Za_cagijefcbc_a_^_\\_]glh\=JX[X]ZYZY_cVOUYTSWW]^\Z^adhfmuqsjghfcce_]gXU\ZZY^]d`ZXZX\ZZXYVSUUWVTUVSSRU[]Za]_]\ZUQQUOROOTOQQSQRSXZZgkS-*<ELLSVQOOQRPORWVSSSQSXVVZ_ehg`aaccejhee`defcghhfjootpfjaZV\^YZ]Y[YXZWSWWW\ajsh@'/BHLPTUVQRNRVOSTSRZ]TSVXZ^agknf`_bdfgbdieXUXZZYX^\[cZX]afiswJ<NORQWXWXUVUQOSUVSWZPOQTZ[]\afc^_eehbace`^_`\Z\d_Y\_]f]Z`_\W\_^a\Z`a]_cfjc_XUTRURSPQLPUROQQOQOWcooH/7EJLNNRUWRSOQTXXVUVQRSY[ac_egedijhnh`efceb`a_cbgjilqqf^\__Z[X]WYSWYWWYZVUWU_mqR,&7AFSWOQQSUSTSPSSWZWVXYZ\_a^fneghigeca_efb_^_\_hfkJ4UZ__\XW^WXZWUW[XUW_`\X[cfhhhonmnoklkfe]Z^_\\^b^[][XWZ\_XTWXUSWZWSKPVWSSWXW]USY^__c\QRNOONTUOROOMQQOSW_liT,#5CHLNSWONPSTLSXWONSRSWZ\Zbgdcacccjlahga]__^cdbhljlloha^_^a\ZZUSZWZXQUUWWV[clo]7(2AKJRWURQSRSRQUXURTUSW\[a`ha_ehjhea_c_a]_b_UU[WYX\aca]a^]ensZ<AGQSVWSZ\ZWQQSWSQVZSXXYXcadf^aggioohhfc`_bcede`ac_`a^_a^_`e]Y\]aZY\\a]aecc`ZXSSUTQPTOLJSWUQNOQQ`nq[3,7ENKOWRWXNKOWUZUSVUVZUU_hc__behedghec][^dghc\^ejpqqja_c`[\]XWWY]XXUWXY\TQ\epeI36=DLSUSTLRSTUOQUWUVRRQWZ\^acgfeeghjgc_]ac[Z`^_hkmN5K^_Y\\XVXWZ[\ZXUX_\[_ae^elkopmlnqnhhia_b^\_ZX[ZZZZb_]_]TSWUTUSU[]TNSVPPPSTVZWSW^_^cZY\OLNQOPNUPNMNNNSWXV^gU/"/DLNPSTSOKMQTSVUVSUUQUWX_b]^cead`fhbccfa`^b__edelnlllha__a^[XWWVWZZVUWVUWU\coqZ/%4CLKNQQQSWSONSWUWSRWXYZY_acceehjdcec_^ccaZWYWUWZ]_^]eg^ZcioV8ALXZQRUWXW]UOONNQUXW\VQUY[_a_fhjhfcccda_^_^_]^\\_^\Z^ac_XZ[XY]ZWU]\WVXZ^cfg^_]YUVOOOSSUOSUSSPSSS[en^;)3EKHOWRSR\SMPQPXXWXUWUW[^`adghejeccijcbeacdbghejnollhgeg\Z^YWXZ_^XX]ZWZ[VZdkse>,7EJORQRTSXTQUWUTWRWVUWY\_^]eikhhgkm_^_b`^`_^_elfhI/MZ_a_ba[UVZYW[]ZX^[XW]_aehkpqmqtmheedccgaZZXZ^^]cXW\^YXZ[Z[Z]WSVSTRUQSSQPOUXUWY_]ZXWWSRTUKMNMJLNSOMUZSWah\;,7?GMLOSTNMPNSSONWZSQSSTZZ^afgcefccecfec_^_]]_aceemorlfba_ZW[ZZ]^_QUWUTWWUX[_gqg>#.?JRS\ZQOSPOQWWVZZVWWSWZ_b_bjndfgffefcea_`\Z]XW]^`b_Z^aa`^bdjnN8?HQQUWZZ\SQNLPSRQTUU^XTTW\`bcffghc`aa__^^aefZ\[Z\\\]_`_b`\YZZZ[\^c^XZYXZ\]\\[WVSTPNQSVX_glS1)5CLLPSQWWSQURSUQTUSUX\ZX^]ggeghhicedeb_\\_a_a__][Z_edghhoqlgc`]Y[VUSQTSVSUYUUWONXah_>#,:HPWTONSRSQRQS[^^ZQQUWYZ\`gkoqhfecccecbgeca_emjnA5W_aZX\Z\`aX_ZUWZ\Z_eb_fgafjlosqqoqrhdeg]Z\^_a_\[`cdXX]ZYZWZXW\XTSRQTUUUTRSWUVXY_b___TONNQQNPTOLLORYRQRYcqaB*3CHJKQVWNMNOQQUX[TS\USWW\acaikecefhbabadce``^]aeilorpjg_]]^]YXWZWZZWVXUWWSR\gqiH-4@JMNOQPQWTOQTUPNURSUY[YZac`dhgeffeccccehi`^_`_behknsuxphec_^a__[^_ZXWXVUVWXW]fphB#,?GNRWSQXXQOSUXVUWTSYZWY[_chlhgfcehdbef_]_]\YX]^\[]XW__^[ZX^fpuO9<FLOXYTUXVQOOOSRUXXZTQYZZadcbhechb`gfc]]]^\^W\X[XVZ]_aba_\Z^nwd<6>FKPSTSWSQRPRQOOVWVSRZX\\Z]^acehcgb_\[\\][\]^_\[ZX]^[Z^^\Z\]ZZZXWV\]XSUVWSRSXZZ\ZXW[bc\]ZZSRWTOOQQNQTSUWXUS\fgN+':GLKOWYOQWUQUWSWSQXZVXZ[Zabglfadgjjbaceedc_^c_bihlqqldfc][\ZY\XWXWWZ[XZXUSVcloZ2(7CLONSQWXQPQRUTVWTQSW\ZZde\_cghnohc`_c`]]___`_khiT2HW_b\]\^_\XTWWZYXWX\df_accfknqqononkgc`[\_]Z\`b\Y]]_ZY\Z^\UUVXYVYTNQSQPSSOPOWUQQU[^[ZZWSTPMJJLLMRVUWPLIOYgl`=,8AKNKNNNPNQQQUZ\XQOPSUWWZ_aelf]dgcafbafaa^\_]\_bfgfnpjc_]ZZX[TXUSUXZSVUWQRST[dl_6%2<EJNSQPOQTWSROQSRSSXWZ]_d_^`efiklc`a`^]\ZWWYZWWZb][^_`]fkoa?8KSVQZ]WV\\USQSTXYUVUWZ[\]^cacihffcbecd__^cd^Z\^]\^b_^fff\WY[Z[XZ]_[Z]XWX\^afh^Z_[USQONQPORSOWXSPOW^ch^:'1FNLQSPQSTSQSY]_XPOSXZ[^__hiehjgfecbgcaccbea_acegflopjlgaZZ[XX[\Z\XXWWXSSV\alo_7'6CGJRYWSQSSYTSWVWSVZUXZY__abhlnojcbca`ab_acc`chbgP7TZ]^]^\[]YZ\[ZZYZZ\\_caegeklqononnnjhha^^\^^cc\\^\^_``YW\]XZ]ZZWSSSUSRPTVSQQQTUZ[YabYZ\UPQOMOLLQPQNQTQNPS]jnW5/:ELQOQQRUQOSUSUTSSVY[WUW\^_fgjgbfhfecaeb`cc__cdcahjlnnna\ZZ\^VSXSWWRQVXSTRQWbelZ7%.?JMQUVSQOQUSTQSUWURWWZ\]_cagljggga`^^\]^ac^WZ^\[_agmomnkf`ZWVZWTTSVQOPUTUUSOWagaE%$8IKJPQPOQTSROOZ\NJQTSWZZZ^afhcgb`ba^`b_abYXXZY\cfhhglhfa_]ZZ\Y]^TSSQRSVXWYWUX^eZ6!.?JKMPQQQRSRTUQW\]USSXY\^bdcgiklhfhbafca][\]^_^`ceehmqrmgdb`a][]^_`\\]\]ZXZ\]cmqa:-:DNSXSQSSUTWUS\\UUVUUW]__fgcfeilonlhdaefb____babdghnqtrjeb_\\ZZZXWXWWVUZ\_XQU^jq\4,;GOWZROPOQPQRSWWZZVYWWU\]`fhfljjjlfegfefccfhc^bhfepqorsojfeedeec_^_`_a^]_aa_dnuwc4*;IQVWZZ[X]^\\ZZ_a^]`__fehilnmlkopnijfcacdccdada\\cfea_cc`]]^]`jy~Q8?IPUSRWVUQSRTSSVZcYORZ\Z\_cfececdabdca_a\Z[ZZWVSQSWZYZZ\\Z\XWans`5/?HJNOSSONONOLKMRSTMJPOSSVX[\[ab^^ZXZUUXYWWXYSQSTTSTVYXXVSUXXZVSQUQSUQOOPNQUZUPTXZ[WSQQQROKHHJNJJKLNPJHU\e_>#*7AHKQNMLNKLLLNQOOROPSUW[Z]^_cdcdeb`aa__^_Z[Z]^]_behjgca\YZZUSSUUSTSRSSSUTSX_gjN$4AKPQSQQRTSSSRSWYQQSSWZZZ\`bhhghib_^^]]\^[\]\gdhR.AOWXWYZXWWZXZWWVTWXZ\_`ccejkjonlkkijgac_^_]\Z[]]]\^\ZY[\[YWUWWTSSVTUTTQQUOOSSTW[]_`\XWWUSRSSUVSVWPPQSTV[cjgQ)!8FLPRUWWWTUTVVWWWYXXYZZ[^bchjbccefdghfcb_ac__cggeekqnhec`b_[[[]XWZZZ^[\YWY[aitlE%,>IOUWVUWVSSWTWWVY][X[\\`ccchlhghicdb_]^_a_YXZXVW[\__^__ajs{d?>NQRSYXXYXWSRSTUVVZXWUXY\Z]_^`behhfdec_a_]\\]^`]^__^_^_]\^^`a\][`\XZ^`__gfc^YZUTRQRQOSOPSTQSPOSY`nrU1+?GJLQSSSWVTSWWVWVVYWUXZ\\`cfchijgfhgedaeb_caeihjlouole`ZXWVWUTWW\gqfE58AEGHHJLKJJLLJJLLPQLMQUTWX[]^cdeb`abcfga``aaa__acccdpv|~LBQW\]^[\^]]^_]^Z[_^__^a`baeijlnqqqopnfghhggijecccaecbeca_aca\]]^\ZXXYZWYZYSSUXWY\_aad^ZWUTRPQTVQPQSSTUSSW^jrg9%1ALPNPRQRSRQSURRSQQVXWW[\]_`aaceccjdabccca_ba_^bchkkljea_]ZZXUSTUTZWSQQSQOOX`ptQ$5@HNONNPQOMNLQQSWSPOVWVY^_abcdegcbaca`a^^ZWXZWW^_^^]]]\cluyK9EKSUUUTXVSQPQOQQRSRVTSTW\YX^bfedhfdcdea_`_^^]]]__[_]]^]]]\^[WYXZ\XWYX]\^`ca^\ZVSSQPNQSUONQOQTRSW^ho_4&5AKQPQSOQQQQTRUXTSUSVWY\_cbcgfgfeggghgccccefdeeginokhc_^]]^^YWXZ[WWX[WUWXW^lxpG.4AHLQTVQRSQQSSTUVXSQVX\\]Z^hhhhfcba`__^_^\]Z\ejfl>5W_[UXZXZ\YXXYZSWWWXZ`_\`fgimnoonkihd`_`^_\Y[]\ZZ\\[]^ZWWZ]WWWVUTSUTSUSSPORTWVX[\]ZYXWSPOPONNKJONNNQSRQ\im^7*7CHNQPOQNMOSQQQSUPSTSWYXZaa_`fdbcgjecca`_^`_^^_dehkonhc_\ZZZZXXZ[WUWXWTVWXW^gre<!,>HNOQURQTSQSVSSZURSWXZ___cggfgggheabdga[^`_^__cfghknojfaa\\]WXY\ZWSTVWWWX\^]hsc9!-?HOSWTRWSURSUWWWVXVVXZ\_ecacehhgdhh__ac_`_abcbbeiljmlgca\\]^ZZZWW[ZYWUVUWV_hqrC"(;GLSUUWSSSSTUWSUWVTSXZ\^_b_ajikhfeedea__`a_a_fnjn<3SZ\\ZX]\ZZ[Y[ZWYZX\__ceihjmnnurqookhhcca`b_]\_^]]^^\^]]\ZWWZYWTSVUWURQUSSSW[YZ^_^XVRQSNOOPQOPNNMOSSQP\foc;,:EHLNMOQRPOQSUVROOQTVXZZ`c^__acbacdeea_____^c`_cfhjlke`_^ZX[XVYZ[WUVXWWUUZXbpsX1,=GLNTRPPQQQSUSVTVSQVXXX[_^acdgieefcbb_`_]\Z[YWVY\_^_b_]fnuhD=ISUUWZ[YZUSSRQRSSWYUXUXY\\__bghejeceec`^^_^_`^]_\ZZ^_\`a\][Y\\XVXUXYWY]^]aab\YWTUONQMOPOSSPQUWSUX`hiE%$;ENQURMPSQQQSTSTWZUWWWX[]_cchkgcbcdcccdbcee`cfgjonlgda_`[Y\[Z[YZWZYZVUWWW`jvjC!*;FKOSRSRSWRSSQTUXUUUWZ\]^]aegjklmab___^__^^adnikK3LV[][ZZ[_a[XYXWXXZ[]`_deihjlmooqoolkgce_^_^]]__\Z^\[\]ZZZXUTWUWUTUQQTUQQSSUYWWZ]\WWWTPOQONNLNPNQSSQSR]dkdD%,=HNPQSXTSRQQUWWXWWWWW\]_cbaffgjfdcdeghcccabcehjhiklmhgca_ZZZ[XZZ]ZY[XZ[YVUcoxf=.9GMQQPRSRUSQQTS\XQOVWUX[^abeebdecaaec_^\[^\\^[ZX]^[^_]_\ajuwNAGNUVYZYTQQSSRRSSUYZUWVXWY]acc`deihfeb`ac__ab]^cec__cfgechcba\ZXTUSSST[hqb7!.?FGJLNQLKNNLNOQSOPSSVXX\__`cccceaca_\]_\[][\ZX\]YZ\]]\[^[Z\^[XZ]]XWZ]\Z[_dfb_ZWXUSRSOPQQSSSSVWWTZckc?!-=FOTUPSSSTSSUXXWYXWWWY\_cfefhlogeccebcc`a`ea`jkijnoe`_^]]ZZZ\\XWXVWWWUUXZans^3#0?JOSTUQOQSQQRTWVTSSTWZZ^bcgd^bhffgeeb^\^]_]`_]\gekU5JV^_ZZYZWYZ\[YWWVWWZ__`bdgjmoqpqnkjkgc___a^\Z\ZZ\\]`c\[YXXXWVWXVTTWUQSWQTUWYZ_b^[UUQPQQOQQRSSNNPQQTSYclnJ%+:FLPSUQSTSSSRUVWSTVUXYX\_`cfcdfgdefhfdbdcbccagfgmoqmhfb__]\Z\^[WZXXYZYWWXWblui?*7CLPSSTQRQSTSWTZ[RPTXX[]_cba`begeecbdb_\\__\WWZWXUX]__^_\`o|qK?IQSTWXYWSUUQSSSUWYTQSTWY\^_^cadecceecaaa^\__]^]^_]\^__^\\]\[\Z\\_\\_bccce`\ZZVRONQQOOQQRSPOQQT_gn]4(5CKNRTOOOQQPQSUWSTRTUWX\__aceghfbdecaacb_^`\[__`dilnmhc_ZYZ]\YSTSUSQTWWXYQR\cjlF#+?HKOTUQPRUSSSRUWSUWTWZYZ]_cchhgcab_^ac`]]___gil\2AV[Z\]\WWZ\\VWXXZZY^cf]aeghjjmoooqlkf`^^[]^_Z]__XWXZXVZ\YXVQPQSSSRRWXMLQPOQSYZTURQTONOQPSVSURUQQSX_joZ.#3CJNSSSPQTSSUSVWWSSWW\\\_`_bafgfgijdcbaccb__dc_]^^_abffhlnmljb__^]ZWYVUYUSUXSRWVS[gqqJ%%=GMRXTSTQQSTUUVWWZ^USY]_bcjhgedfeggcba^\_^]_`__beekljhdbcZUVWZXZZYUUVXWWUSX^mrhC*5CHNSUXQSQRTTUSVUZWSTYZXZ]`ceihgdcea`a^^^^_]_^\]ZY[][Z]_]]]Z_kwyL?CLOQTWWY\QNNQRQTUTVWUWXZ\^^_aeghcccb`bc__\XWZYZVUZ\\]^[Z^Z^gz}O5<EJORSRSSQOLNNRSSUSTWWUX\__`ceffg___^_]^_\XXZ^_Z[XZ]]\\^_^YZ\[[XWWVUZWZWSUWUSQRSVUZZ^_b^ZXYUSRSQQPTUNPQSSQSU\fhX0%1AJNQSRQSSQQSUVWSSTVUW[[^aaehlhhifffefccaa``abaefgknnjea_^ZXZZ\ZWWWXUSTWWXTSanpQ&!8CKOSSQPRPOSQRPSTRSSSUWY^_\]_cggccdb_]^^\\][ZZahflC7RWZXZXZYZZZ\XVXXYYZ\Z_ehhjllkoqqnlijeca]^\^\Z\^__^`b^\\^[ZZ\XWWUTUWZSUSQQQSWZXWZ^c_^YZUSQQOOOQSQRSUTSQU\gphG/9EKPQQOOQRQSTSWUSUUTSW[]]^]abfkfceeccdcb_ba_b__acejnmohca_^[YWXYZXZXWYZWXZUW^hqjE/7CMPQSRQRSTRRUUWUUUSZ\YX\^`chihiggecca__c_\__\]^_`a`gjnkfb^YWYWXWSSTSSSSRTSTSW^gkU.#4AHLOSUSSUSSRSRUWTUVX\]Z_cdcjjgfggefe_^^\\]]\\_acegiklha_^Z[ZZXYXWVUTWWVWUTS]ene>",<GMQSTQQSTVTSTVWUUWWWXZ^`bdefehic^_\ZZ^b_^__^_^filY9LX\^]\Z\Z\_`ZZWWXZ[\_^`ggfjmqqoppnkijca_^]_^[Z\[\]]Z\ZXWXYWVXTUVTSUUSQQRRQSQTVWXY\__\ZYURSSSPNOOPQQPQSSRU\ehT.$3CJQXRNQUUSSTWWXWXWWWZZ\^acehghhfhgdccffee__acfeggnqrogcb_]_`[^[\]\YXZZ[XZYZcpvc7*8FNSSWUQQQRSWWXWYZUTW[\\_acehgfgfhjffc_^ab]]_\Z]^__\Z\_]\\]]am{}U>CJQTWXWWVSQQSVWWYTXUSWWZ]abaeheaccfedcc`bc\_\Z_a`cjhc]_][[YZ\[\[ZajyV20@ILMQTOLMOLNPQSNQONTWSZ\Z\\__caac^]][Z\^ZWWWXWWXYYZ\ZXZXYZZY]_ZZZXXYWVYZXXZ^^\`bc_\ZWSQSSSTWURQTUSSTS\ahjQ' 3BKOTUUVVWYZSUVWVWZXZ[^_bcfhjhhgghgiecc`aa`^\_ccdglnnlgb_^_\[Z\\ZZ\]ZWZXYZX^gssJ%#:HQPSXVRRSTTTTVUWXSUWZ^_`bcabdhhhffc__]^_aYZ]]_eemS4LUZZ[[ZZ[\ZZUUWZWWXZ\^cffgilnomnomljhe^_^\]]][]\ZZYZ\\^[\_\[]ZYZY[\YWUQQRSU^io_8+8FJLNPNOPQRQTVUSSSWWUWY\\^^`cceggcce_^^___^\]]_[WYYZZ\]^]^Z]ZY[Z[Z]\\ZYXZZUWZYZ[_bba]\]WSQSQQTUQOSURQSSSXdnqN.,=GNUYQOQRSSUWWVTS^XUVWZ^aeghkllihihhhfec`__cbccbfgjlnlge_\ZX