Here's the most recent publication, which describes the system in
ctakes 4.0 and later:
http://www.sciencedirect.com/science/article/pii/S1532046417300850
Tim

On Tue, 2017-10-03 at 13:52 +0000, Finan, Sean wrote:
> > 
> > With the changes in Input, the co-reference between all the
> > entities should still be preserved right?
> No.  One of the experts can better explain this, but the coreference
> module works with "best match" chains.  With one sentence of text,
> term (Markable) A may have a best match with term B.  As soon as you
> add more text, you introduce the possibility that term A will have a
> better best match with C and/or D, and the previous match to B will
> be deemed less accurate and dropped.  
> In your case the coreference A - B seems to be lost in favor of one
> using internal term A', and that is a little strange.  It could be
> that overlapping markables are being discarded?  I will try to look
> into this really quickly.
> 
> You can look at some publications on coref if you search the
> web.  The one that probably best applies to the current coref module
> (Tim, Dima, is this true?) is
> https://urldefense.proofpoint.com/v2/url?u=https-3A__www.aclweb.org_a
> nthology_W12-
> 2D2409&d=DwIGaQ&c=qS4goWBT7poplM69zy_3xhKwEW14JZMSdioCoppxeFU&r=Heup-
> IbsIg9Q1TPOylpP9FE4GTK-
> OqdTDRRNQXipowRLRjx0ibQrHEo8uYx6674h&m=ceLOeKc31GMcMXRVqM_QfDAoSqTWnl
> HbNcMy1vdWWTE&s=_CKDY58PHb_DWnHgx72vKozAAas7qI9k72hwfHU8Cik&e= 
> 
> Sean
> 
> -----Original Message-----
> From: Gandhi Rajan Natarajan [mailto:gandhi.natara...@arisglobal.com]
>  
> Sent: Tuesday, October 03, 2017 4:18 AM
> To: dev@ctakes.apache.org
> Subject: RE: Enabling drugner pipeline and identifying dates
> [EXTERNAL] [SUSPICIOUS] [SUSPICIOUS]
> 
> Hi Sean, I still have some doubts on this. If I run the piper file
> with the complete text I sent earlier, I could see only superscript -
> 4 for Thalomid and the co-reference of this to  "treatment of
> hepatocellular carcinoma" is still lost. Also I don’t see any
> superscript with number-1 too. With the changes in Input, the co-
> reference between all the entities should still be preserved right?
> Do we have any more info or doc on this co-reference module to
> understand its complexity better?
> 
> Regards,
> Gandhi
> 
> 
> -----Original Message-----
> From: Finan, Sean [mailto:sean.fi...@childrens.harvard.edu]
> Sent: Monday, October 02, 2017 8:36 PM
> To: dev@ctakes.apache.org
> Subject: RE: Enabling drugner pipeline and identifying dates
> [EXTERNAL] [SUSPICIOUS] [SUSPICIOUS]
> 
> Hi Tim,
> 
> The coreference question (just a question) was for a different item
> altogether.  Sorry for any confusion.  The reason that I CC:d you ...
> 
> From Gandhi:
> > 
> > Interestingly even I was able to generate [Sean's coref output]
> > using  piper GUI by  having only that single line - " The patient
> > started study treatment of Thalomid 200mg (days 1-21), and
> > Epirubicin, 20 mg/m2 (days 1, 8, and 15) on 06/07/02 for the
> > treatment of hepatocellular carcinoma. " in the input file.
> > But when I change the input file content with the following
> > lines:   [Full paragraph (below), single-sentence in middle]  The
> > co-reference superscript is lost by then.
> Sean's answer:
> > 
> > Ctakes is a system with many moving parts.  Things that precede or
> > follow your original example sentence will change the evaluation of
> > that sentence.
> With the pipeline you are using and the full note, you should see a
> number (mine is 4) next to the first "thalomid" in the original
> example sentence.  If you click that number you should see (to the
> right) 4 instances of "thalomid".
> > 
> > Tim can correct me here, but maybe the coreference module ranked
> > the links between "thalomid" as much higher than the rank between
> > "study treatment of thalomid 200mg" and "the treatment of
> > hepatocellular carcinoma" and discarded the encapsulating treatment
> > texts from markables?  It is probably more complex than that.
> Sean
> 
> "This patient is participating in a Non-IND study; Protocol CG-
> 000424: "Phase I/II of Thalidomide and Epirubicin in Patients with
> Unresectable or Metastatic Hepatocellular Carcinoma".Information has
> been received from the investigator regarding an 82 year-old male
> patient who had gastrointestinal bleeding while on Thalomid,
> Epirubicin, and Coumadin. He had a past medical history of
> diverticulosis in 03/02 and a right atrial clot from intraventricular
> catheter (IVC) for which he was started on Coumadin. During the
> hospitalization for a right atrial clot in 03/02 hepatocellular
> carcinoma was first noted and he was referred to an oncologist.  The
> patient started study treatment of Thalomid 200mg (days 1-21), and
> Epirubicin, 20 mg/m2 (days 1, 8, and 15) on 06/07/02 for the
> treatment of hepatocellular carcinoma.  He was concomitantly
> receiving Cardura, Ambien (for insomnia), Megace, Coumadin, and
> Oxycodone. This patient presented to the emergency room with the
> chief complaint of hematochezia. He reported noticing bright red
> blood and small clots mixed in with his stool. On 07/13/02, he was
> admitted due to gastrointestinal bleed.  The physician ordered 2
> large bore intravenous lines and planned to transfuse for hematocrit
> less than 30%. Due to the  INR (international normalized ratio) level
> of 3.0, Coumadin was held. He was also noted to have bilateral lower
> extremity edema with dyspnea on exertion.  On 07/13/02, he had a
> chest X-ray PA and lateral done that showed no evidence of acute
> pneumonia or congestive heart failure.  On 07/14/02, he underwent  an
> ultrasound which was negative for deep vein thrombosis. This patient
> did not take Thalomid on the day of his admittance to the hospital,
> but resumed treatment shortly after with no return of symptoms. On
> 07/15/02, he was discharged in stable condition. There have been no
> further reports of bleeding at this time. Thedoctor has assessed the
> hematochezia as related to Coumadin treatment and previously
> diagnosed diverticulosis, and not to protocol therapy with Thalomid
> and Epirubicin.Additional information received from the investigator
> on 27Aug02 reveals that this male patient began on 07Jun02 two cycles
> of therapy with Thalidomide and Epirubicin.  His post cycle two
> computed tomography scans revealed increase in size of liver lesion
> with development of multiple new satellite nodules.  On 29Jul02, the
> investigator removed this patient from protocol for progressive
> disease and recommended hospice care.  After seeking a second opinion
> from two other institutions, this patient was admitted to hospice on
> 05Aug02.  On 20Aug02, the investigator noted that this patient was
> suffering worsening fatigue and got tired getting out of his
> chair.  On 25Aug02, this patient died due to disease
> progression.  The investigator assessed the death as not related to
> study treatment and expected"
> 
> 
> 
> 
> -----Original Message-----
> From: Miller, Timothy [mailto:timothy.mil...@childrens.harvard.edu]
> Sent: Monday, October 02, 2017 10:36 AM
> To: dev@ctakes.apache.org
> Subject: Re: Enabling drugner pipeline and identifying dates
> [EXTERNAL] [SUSPICIOUS] [SUSPICIOUS]
> 
> My bad, I didn't read too closely and thought this was going to be a
> 
> coreference patch. I don't know this FSM code that well, so I am not
> an
> 
> expert. My biggest concern at a glance is that these additions help
> 
> find more true positives (as in your examples), can we verify that
> they
> 
> won't create false positives?
> 
> Tim
> 
> 
> 
> 
> 
> On Fri, 2017-09-29 at 06:25 +0000, Gandhi Rajan Natarajan wrote:
> 
> > 
> > Hi Sean,
> > 
> > 
> > 
> > Thanks again for the response. I guess its mistake from my side
> > that
> > 
> > I dint send the complete text. Did you mean that with the text I
> > 
> > sent, the co-reference superscript-1 will be lost?
> > 
> > 
> > 
> > Also as per your advice, We have created an issue  - https://urldef
> > ense.proofpoint.com/v2/url?u=https-
> > 3A__urldefen&d=DwIGaQ&c=qS4goWBT7poplM69zy_3xhKwEW14JZMSdioCoppxeFU
> > &r=fs67GvlGZstTpyIisCYNYmQCP6r0bcpKGd4f7d4gTao&m=CGnNaO_ZfECB0wIfj3
> > upr01l4w_rNBG8no_VN9cFxhs&s=ikLBvXRXENiHoTgailnfsVrB-
> > sy2hMgKCTVIO8iUeNE&e=
> > 
> > se.proofpoint.com/v2/url?u=https-
> > 
> > 3A__issues.apache.org_jira_browse_CTAKES-
> > 
> > 2D459&d=DwIFAg&c=qS4goWBT7poplM69zy_3xhKwEW14JZMSdioCoppxeFU&r=Heup
> > -
> > 
> > IbsIg9Q1TPOylpP9FE4GTK-
> > 
> > OqdTDRRNQXipowRLRjx0ibQrHEo8uYx6674h&m=0kLxqu0Xu_2pjzCrVwxC4cd_1ubh
> > _g
> > 
> > nqCIxz6hOzUUQ&s=Tihsi1dyNHsqsYbwyClGANfqk2Ov2nfQL2YuIV1L0CI&e=   fo
> > r
> > 
> > measurement FSM changes and attached the modified file changes.
> > Could
> > 
> > someone have a look and know your thoughts please?
> > 
> > 
> > 
> > Regards,
> > 
> > Gandhi
> > 
> > 
> > 
> > 
> > 
> > -----Original Message-----
> > 
> > From: Finan, Sean [mailto:sean.fi...@childrens.harvard.edu]
> > 
> > Sent: Thursday, September 28, 2017 8:21 PM
> > 
> > To: dev@ctakes.apache.org
> > 
> > Cc: Miller, Timothy <timothy.mil...@childrens.harvard.edu>
> > 
> > Subject: RE: Enabling drugner pipeline and identifying dates
> > 
> > [EXTERNAL] [SUSPICIOUS]
> > 
> > 
> > 
> > Hi Gandhi,
> > 
> > 
> > 
> > I don't recall you sending me that entire snippet of text.  I think
> > 
> > that I only had your single example sentence.
> > 
> > You have discovered one of the quirks of software: "change the
> > data,
> > 
> > change the result."
> > 
> > Ctakes is a system with many moving parts.  Things that precede or
> > 
> > follow your original example sentence will change the evaluation of
> > 
> > that sentence.
> > 
> > With the pipeline you are using and the full note, you should see a
> > 
> > number (mine is 4) next to the first "thalomid" in the original
> > 
> > example sentence.  If you click that number you should see (to the
> > 
> > right) 4 instances of "thalomid".
> > 
> > Tim can correct me here, but maybe the coreference module ranked
> > the
> > 
> > links between "thalomid" as much higher than the rank between
> > "study
> > 
> > treatment of thalomid 200mg" and "the treatment of hepatocellular
> > 
> > carcinoma" and discarded the encapsulating treatment texts from
> > 
> > markables?  It is probably more complex than that.
> > 
> > 
> > 
> > > 
> > > 
> > 
> > > 
> > > we have also made some code changes in MeasurementFSM.java to
> > 
> > > 
> > > identify certain measurements like '20 mg/m2' which was not
> > 
> > > 
> > > identified out of the box.  Should we send the code changes to
> > > you
> > 
> > > 
> > > so that you can consider the same to be productized ? Please
> > 
> > > 
> > > advise."
> > 
> > I don't know if you've noticed the recent emails on the dev list
> > 
> > involving Alexandru Zbarcea.  Alex has been creating or commenting
> > on
> > 
> > Jira items and attaching code for  fixes and enhancements.  This is
> > a
> > 
> > widely used process and is fairly easy to follow.   I think that
> > the
> > 
> > following links are relevant:
> > 
> > Working with issues:  https://urldefense.proofpoint.com/v2/url?u=ht
> > tp
> > 
> > s-3A__confluence.atlassian.com_jiracoreserver073_working-2Dwith-
> > 
> > 2Dissues-
> > 
> > 2D861257307.html&d=DwIFAg&c=qS4goWBT7poplM69zy_3xhKwEW14JZMSdioCopp
> > xe
> > 
> > FU&r=Heup-IbsIg9Q1TPOylpP9FE4GTK-
> > 
> > OqdTDRRNQXipowRLRjx0ibQrHEo8uYx6674h&m=0kLxqu0Xu_2pjzCrVwxC4cd_1ubh
> > _g
> > 
> > nqCIxz6hOzUUQ&s=Fo-LGlsEfYJpgYcWvrDmor0B3YGxx5brZLelntVMxrU&e=
> > 
> > Creating patches:   https://urldefense.proofpoint.com/v2/url?u=http
> > s-
> > 
> > 3A__confluence.atlassian.com_crucible_creating-2Dpatch-2Dfiles-
> > 2Dfor-
> > 
> > 2Dpre-2Dcommit-2Dreviews-
> > 
> > 2D298977458.html&d=DwIFAg&c=qS4goWBT7poplM69zy_3xhKwEW14JZMSdioCopp
> > xe
> > 
> > FU&r=Heup-IbsIg9Q1TPOylpP9FE4GTK-
> > 
> > OqdTDRRNQXipowRLRjx0ibQrHEo8uYx6674h&m=0kLxqu0Xu_2pjzCrVwxC4cd_1ubh
> > _g
> > 
> > nqCIxz6hOzUUQ&s=wVhEQCU73iEplHm34bO2AtgaDUpjAvrFe4GFx5b6pYo&e=
> > 
> > Attaching files:   https://urldefense.proofpoint.com/v2/url?u=https
> > -3
> > 
> > A__confluence.atlassian.com_jiracorecloud_attaching-2Dfiles-2Dand-
> > 
> > 2Dscreenshots-2Dto-2Dissues-
> > 
> > 2D765593805.html&d=DwIFAg&c=qS4goWBT7poplM69zy_3xhKwEW14JZMSdioCopp
> > xe
> > 
> > FU&r=Heup-IbsIg9Q1TPOylpP9FE4GTK-
> > 
> > OqdTDRRNQXipowRLRjx0ibQrHEo8uYx6674h&m=0kLxqu0Xu_2pjzCrVwxC4cd_1ubh
> > _g
> > 
> > nqCIxz6hOzUUQ&s=eO_HZCkkeOg8jF3CMYnMxttXRHSM16qdwPl5nTW48zQ&e=
> > 
> > 
> > 
> > I don't know if you have a jira account and permissions for the
> > 
> > ctakes project.  An administrator may need to set that up for you.
> > 
> > 
> > 
> > Thanks,
> > 
> > Sean
> > 
> > 
> > 
> > -----Original Message-----
> > 
> > From: Gandhi Rajan Natarajan [mailto:gandhi.natara...@arisglobal.co
> > m]
> > 
> > Sent: Thursday, September 28, 2017 4:09 AM
> > 
> > To: dev@ctakes.apache.org
> > 
> > Subject: RE: Enabling drugner pipeline and identifying dates
> > 
> > [EXTERNAL] [SUSPICIOUS]
> > 
> > 
> > 
> > Hi Sean,
> > 
> > 
> > 
> > Thanks for the response. I was able to see the co-reference
> > 
> > superscript using the html file that you sent. Interestingly even I
> > 
> > was able to generate the sample HTML using  piper GUI by  having
> > only
> > 
> > that single line - " The patient started study treatment of
> > Thalomid
> > 
> > 200mg (days 1-21), and Epirubicin, 20 mg/m2 (days 1, 8, and 15) on
> > 
> > 06/07/02 for the treatment of hepatocellular carcinoma. " in the
> > 
> > input file.
> > 
> > 
> > 
> > But when I change the input file content with the following lines:
> > 
> > 
> > 
> > "This patient is participating in a Non-IND study; Protocol CG-
> > 
> > 000424: "Phase I/II of Thalidomide and Epirubicin in Patients with
> > 
> > Unresectable or Metastatic Hepatocellular Carcinoma".Information
> > has
> > 
> > been received from the investigator regarding an 82 year-old male
> > 
> > patient who had gastrointestinal bleeding while on Thalomid,
> > 
> > Epirubicin, and Coumadin. He had a past medical history of
> > 
> > diverticulosis in 03/02 and a right atrial clot from
> > intraventricular
> > 
> > catheter (IVC) for which he was started on Coumadin. During the
> > 
> > hospitalization for a right atrial clot in 03/02 hepatocellular
> > 
> > carcinoma was first noted and he was referred to an
> > oncologist.  The
> > 
> > patient started study treatment of Thalomid 200mg (days 1-21), and
> > 
> > Epirubicin, 20 mg/m2 (days 1, 8, and 15) on 06/07/02 for the
> > 
> > treatment of hepatocellular carcinoma.  He was concomitantly
> > 
> > receiving Cardura, Ambien (for insomnia), Megace, Coumadin, and
> > 
> > Oxycodone. This patient presented to the emergency room with the
> > 
> > chief complaint of hematochezia. He reported noticing bright red
> > 
> > blood and small clots mixed in with his stool. On 07/13/02, he was
> > 
> > admitted due to gastrointestinal bleed.  The physician ordered 2
> > 
> > large bore intravenous lines and planned to transfuse for
> > hematocrit
> > 
> > less than 30%. Due to the  INR (international normalized ratio)
> > level
> > 
> > of 3.0, Coumadin was held. He was also noted to have bilateral
> > lower
> > 
> > extremity edema with dyspnea on exertion.  On 07/13/02, he had a
> > 
> > chest X-ray PA and lateral done that showed no evidence of acute
> > 
> > pneumonia or congestive heart failure.  On 07/14/02, he
> > underwent  an
> > 
> > ultrasound which was negative for deep vein thrombosis. This
> > patient
> > 
> > did not take Thalomid on the day of his admittance to the hospital,
> > 
> > but resumed treatment shortly after with no return of symptoms. On
> > 
> > 07/15/02, he was discharged in stable condition. There have been no
> > 
> > further reports of bleeding at this time. Thedoctor has assessed
> > the
> > 
> > hematochezia as related to Coumadin treatment and previously
> > 
> > diagnosed diverticulosis, and not to protocol therapy with Thalomid
> > 
> > and Epirubicin.Additional information received from the
> > investigator
> > 
> > on 27Aug02 reveals that this male patient began on 07Jun02 two
> > cycles
> > 
> > of therapy with Thalidomide and Epirubicin.  His post cycle two
> > 
> > computed tomography scans revealed increase in size of liver lesion
> > 
> > with development of multiple new satellite nodules.  On 29Jul02,
> > the
> > 
> > investigator removed this patient from protocol for progressive
> > 
> > disease and recommended hospice care.  After seeking a second
> > opinion
> > 
> > from two other institutions, this patient was admitted to hospice
> > on
> > 
> > 05Aug02.  On 20Aug02, the investigator noted that this patient was
> > 
> > suffering worsening fatigue and got tired getting out of his
> > 
> > chair.  On 25Aug02, this patient died due to disease
> > 
> > progression.  The investigator assessed the death as not related to
> > 
> > study treatment and expected"
> > 
> > 
> > 
> > The co-reference superscript is lost by then. Did you tried with
> > the
> > 
> > complete text above by any chance in your piper GUI? Also I guess
> > you
> > 
> > did not notice the question on my last post - " Sean, we have also
> > 
> > made some code changes in MeasurementFSM.java to identify certain
> > 
> > measurements like '20 mg/m2' which was not identified out of the
> > 
> > box.  Should we send the code changes to you so that you can
> > consider
> > 
> > the same to be productized ? Please advise."
> > 
> > 
> > 
> > 
> > 
> > Regards,
> > 
> > Gandhi
> > 
> > 
> > 
> > 
> > 
> > -----Original Message-----
> > 
> > From: Finan, Sean [mailto:sean.fi...@childrens.harvard.edu]
> > 
> > Sent: Wednesday, September 27, 2017 5:53 PM
> > 
> > To: dev@ctakes.apache.org
> > 
> > Subject: RE: Enabling drugner pipeline and identifying dates
> > 
> > [EXTERNAL] [SUSPICIOUS]
> > 
> > 
> > 
> > Hi Gandhi,
> > 
> > 
> > 
> > I am glad that you are feeling better.
> > 
> > I don't understand why you aren't getting the same output as me.  I
> > 
> > just ran your example sentence with your piper with a fresh
> > checkout
> > 
> > and get the html below.  The css follows.  Copy and paste into a
> > file
> > 
> > and see if you see the corefs.
> > 
> > 
> > 
> > /////////////////////////////////////////////////////  html, copy
> > 
> > into file  /////////////////////////////////////////////////
> > 
> > 
> > 
> > <!DOCTYPE html>
> > 
> > <html>
> > 
> > <head>
> > 
> >   <title>OneLiner Output</title>
> > 
> > </head>
> > 
> > <body>
> > 
> > <link rel="stylesheet" href="ctakes.pretty.css" type="text/css"
> > 
> > media="screen"> <h2>OneLiner</h2>  <i>Text processing finished on:
> > 9
> > 
> > 27 2017, 08:15:31</i> <hr>
> > 
> > 
> > 
> > <div id="content">
> > 
> > 
> > 
> > <p>
> > 
> > The patient <span class="AFF_"
> > 
> > onClick="iaf('AFF_NL_EVTNL_startedNL_SPC_[before] doc timeNL_NL_')"
> > 
> > TIP="Event ">started</span> study <span class="AFF_"
> > 
> > onClick="iaf('AFF_NL_EVTNL_treatmentNL_SPC_[before] doc
> > 
> > timeNL_NL_PRCNL_treatmentNL_SPC_C0087111NL_SPC_[Therapeutic
> > 
> > procedure]NL_SPC_[before] doc timeNL_NL_')" TIP="Event Procedure
> > 
> > ">treatment</span><span class="PRC"><sup>&bull;</sup></span> of
> > <span
> > 
> > class="AFF_"
> > 
> > onClick="iaf('AFF_NL_DRGNL_ThalomidNL_SPC_C0723668NL_SPC_[before]
> > doc
> > 
> > timeNL_NL_')" TIP="Drug ">Thalomid</span><span
> > 
> > class="DRG"><sup>&bull;</sup></span> <span class="AFF_"
> > 
> > onClick="iaf('AFF_NL_EVTNL_200mgNL_SPC_[before] doc timeNL_NL_')"
> > 
> > TIP="Event ">200mg</span><span class="UNK"
> > 
> > onClick="crf1()"><sup>1</sup></span> ( <span class="GNR_"
> > 
> > onClick="iaf('GNR_NL_TMXNL_daysNL_NL_')" TIP="Time ">days</span> 1
> > -
> > 
> > 21 ) , and <span class="AFF_"
> > 
> > onClick="iaf('AFF_NL_DRGNL_EpirubicinNL_SPC_C0014582NL_SPC_[before]
> > 
> > doc timeNL_NL_')" TIP="Drug ">Epirubicin</span><span
> > 
> > class="DRG"><sup>&bull;</sup></span> , 20 mg / m2 ( <span
> > 
> > class="GNR_" onClick="iaf('GNR_NL_TMXNL_days 1 , 8NL_NL_')"
> > TIP="Time
> > 
> > ">days 1 , 8</span> , and 15 ) on <span class="GNR_"
> > 
> > onClick="iaf('GNR_NL_TMXNL_06 / 07 / 02NL_SPC_[CONTAINS]
> > 
> > treatmentNL_NL_')" TIP="Time ">06 / 07 / 02</span> for the <span
> > 
> > class="AFF_" onClick="iaf('AFF_NL_EVTNL_treatmentNL_SPC_[before]
> > doc
> > 
> > timeNL_SPC_06 / 07 / 02
> > 
> > [CONTAINS]NL_NL_PRCNL_treatmentNL_SPC_C0087111NL_SPC_[Therapeutic
> > 
> > procedure]NL_SPC_[before] doc timeNL_NL_')" TIP="Event Procedure
> > 
> > ">treatment</span><span class="PRC"><sup>&bull;</sup></span> of
> > <span
> > 
> > class="AFF_" onClick="iaf('AFF_NL_DISNL_hepatocellular
> > 
> > carcinomaNL_SPC_C2239176NL_SPC_[Liver carcinoma]NL_SPC_[before] doc
> > 
> > timeNL_NL_')" TIP="Disorder ">hepatocellular </span><span
> > 
> > class="AFF_" onClick="iaf('AFF_NL_DISNL_hepatocellular
> > 
> > carcinomaNL_SPC_C2239176NL_SPC_[Liver carcinoma]NL_SPC_[before] doc
> > 
> > timeNL_NL_EVTNL_carcinomaNL_SPC_[before] doc timeNL_NL_')"
> > 
> > TIP="Disorder Event ">carcinoma</span><span class="DIS"
> > 
> > onClick="crf1()"><sup>1</sup></span> .
> > 
> > <br>
> > 
> > 
> > 
> > </p>
> > 
> > 
> > 
> > </div>
> > 
> > 
> > 
> > <div id="ia"> Annotation Information </div> <script
> > 
> > type="text/javascript">
> > 
> >   function iaf(txt) {
> > 
> >     var aff=txt.replace( /AFF_/g,"<br><h3>Affirmed</h3>" );
> > 
> >     var neg=aff.replace( /NEG_/g,"<br><h3>Negated</h3>" );
> > 
> >     var unc=neg.replace( /UNC_/g,"<br><h3>Uncertain</h3>" );
> > 
> >     var unn=unc.replace( /UNN_/g,"<br><h3>Uncertain, Negated</h3>"
> > );
> > 
> >     var ant=unn.replace( /ANT/g,"<b>Anatomical Site</b>" );
> > 
> >     var dis=ant.replace( /DIS/g,"<b>Disease/ Disorder</b>" );
> > 
> >     var fnd=dis.replace( /FND/g,"<b>Sign/ Symptom</b>" );
> > 
> >     var prc=fnd.replace( /PRC/g,"<b>Procedure</b>" );
> > 
> >     var drg=prc.replace( /DRG/g,"<b>Medication</b>" );
> > 
> >     var evt=drg.replace( /EVT/g,"<b>Event</b>" );
> > 
> >     var tmx=evt.replace( /TMX/g,"<b>Time</b>" );
> > 
> >     var unk=tmx.replace( /UNK/g,"<b>Unknown</b>" );
> > 
> >     var spc=unk.replace(
> > 
> > /SPC_/g,"&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;" );
> > 
> >     var prf1=spc.replace( /\[/g,"<i>" );
> > 
> >     var prf2=prf1.replace( /\]/g,"</i>" );
> > 
> >     var nl=prf2.replace( /NL_/g,"<br>" );
> > 
> >     document.getElementById("ia").innerHTML = nl;
> > 
> >   }
> > 
> >   function crf1() {
> > 
> >     document.getElementById("ia").innerHTML = "<br><h3>Coreference
> > 
> > Chain</h3>study treatment of Thalomid 200mg<br>the treatment of
> > 
> > hepatocellular carcinoma";
> > 
> >   }
> > 
> > </script></body>
> > 
> > </html>
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > /////////////////////////////////////////////////////  css, copy
> > into
> > 
> > file named ctakes.pretty.css in same directory as
> > 
> > html   /////////////////////////////////////////////////
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > .GNR_ {
> > 
> >   position: relative;
> > 
> >   display: inline-block gray;
> > 
> >   border-bottom: 0.10em solid gray;
> > 
> > }
> > 
> > 
> > 
> > .AFF_ {
> > 
> >   position: relative;
> > 
> >   display: inline-block green;
> > 
> >   border-bottom: 0.15em solid green;
> > 
> > }
> > 
> > 
> > 
> > .UNC_ {
> > 
> >   position: relative;
> > 
> >   display: inline-block gold;
> > 
> >   border-bottom: 0.16em dotted gold;
> > 
> > }
> > 
> > 
> > 
> > .NEG_ {
> > 
> >   position: relative;
> > 
> >   display: inline-block red;
> > 
> >   border-bottom: 0.16em dashed red;
> > 
> > }
> > 
> > 
> > 
> > .UNN_ {
> > 
> >   position: relative;
> > 
> >   display: inline-block orange;
> > 
> >   border-bottom: 0.16em dashed orange;
> > 
> > }
> > 
> > 
> > 
> > .FND {
> > 
> >   color: magenta;
> > 
> > }
> > 
> > 
> > 
> > .DIS {
> > 
> >   color: black;
> > 
> > }
> > 
> > 
> > 
> > .DRG {
> > 
> >   color: red;
> > 
> > }
> > 
> > 
> > 
> > .PRC {
> > 
> >   color: blue;
> > 
> > }
> > 
> > 
> > 
> > .ANT {
> > 
> >   color: gray;
> > 
> > }
> > 
> > 
> > 
> > .UNK {
> > 
> >   color: gray;
> > 
> > }
> > 
> > 
> > 
> > [TIP] {
> > 
> >   position: relative;
> > 
> >   z-index: 2;
> > 
> >   cursor: pointer;
> > 
> > }
> > 
> > [TIP]::before,
> > 
> > [TIP]::after {
> > 
> >   visibility: hidden;
> > 
> >   -ms-filter: "progid:DXImageTransform.Microsoft.Alpha(Opacity=0)";
> > 
> >   filter: progid: DXImageTransform.Microsoft.Alpha(Opacity=0);
> > 
> >   opacity: 0;
> > 
> >   pointer-events: none;
> > 
> > }
> > 
> > [TIP]::before {
> > 
> >   position: absolute;
> > 
> >   bottom: 0%;
> > 
> >   left: 100%;
> > 
> >   margin-bottom: 5px;
> > 
> >   padding: 7px;
> > 
> >   -webkit-border-radius: 3px;
> > 
> >   -moz-border-radius: 3px;
> > 
> >   border-radius: 3px;
> > 
> >   background-color: #000;
> > 
> >   background-color: hsla(0, 0%, 20%, 0.9);
> > 
> >   color: #fff;
> > 
> >   content: attr(TIP);
> > 
> >   text-align: center;
> > 
> >   font-size: 14px;
> > 
> >   line-height: 1.2;
> > 
> > }
> > 
> > [TIP]:hover::before,
> > 
> > [TIP]:hover::after {
> > 
> >   visibility: visible;
> > 
> >   -ms-filter:
> > "progid:DXImageTransform.Microsoft.Alpha(Opacity=100)";
> > 
> >   filter: progid: DXImageTransform.Microsoft.Alpha(Opacity=100);
> > 
> >   opacity: 1;
> > 
> > }
> > 
> > 
> > 
> > div#ia {
> > 
> >   position: fixed;
> > 
> >   top: 0;
> > 
> >   right: 0;
> > 
> >   width: 20%;
> > 
> >   height: 100%;
> > 
> >   padding: 10px;
> > 
> >   overflow: auto;
> > 
> >   background-color: lightgray;
> > 
> > }
> > 
> > 
> > 
> > div#content {
> > 
> >   width: 79%;
> > 
> >   height: 100%;
> > 
> >   padding: 10px;
> > 
> >   overflow: auto;
> > 
> > }
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > -----Original Message-----
> > 
> > From: Gandhi Rajan Natarajan [mailto:gandhi.natara...@arisglobal.co
> > m]
> > 
> > Sent: Wednesday, September 27, 2017 4:40 AM
> > 
> > To: dev@ctakes.apache.org
> > 
> > Subject: RE: Enabling drugner pipeline and identifying dates
> > 
> > [EXTERNAL] [SUSPICIOUS]
> > 
> > 
> > 
> > Hi Sean,
> > 
> > 
> > 
> > Sorry for the delayed response as I was out of office due to
> > illness.
> > 
> > If I don't add BackwardsTimeAnnotator, I don't see any error
> > related
> > 
> > to isTraining param. But still couldn't get the superscript co-
> > 
> > reference working. Please note that I am using the latest 4.0.1
> > jars.
> > 
> > The piper file and console log messages are as follows:
> > 
> > 
> > 
> > PIPER FILE:
> > 
> > // Advanced Tokenization: Regex sectionization, BIO Sentence
> > Detector
> > 
> > (lumper), Paragraphs,Lists load AdvancedTokenizerPipeline.piper add
> > 
> > ContextDependentTokenizerAnnotator
> > 
> > add POSTagger
> > 
> > // Chunkers
> > 
> > load ChunkerSubPipe.piper
> > 
> > // Default fast dictionary lookup
> > 
> > load DictionarySubPipe.piper
> > 
> > add org.apache.ctakes.drugner.ae.DrugMentionAnnotator
> > 
> > // Cleartk Entity Attributes
> > 
> > load AttributeCleartkSubPipe.piper
> > 
> > // Relations
> > 
> > load RelationSubPipe.piper
> > 
> > // Temporal
> > 
> > load TemporalSubPipe.piper
> > 
> > // Coreferences
> > 
> > load CorefSubPipe.piper
> > 
> > //add org.apache.ctakes.temporal.ae.BackwardsTimeAnnotator
> > 
> > // Html output
> > 
> > add pretty.html.HtmlTextWriter
> > 
> > // XMl writer
> > 
> > add FileTreeXmiWriter
> > 
> > 
> > 
> > CONSOLE LOG:
> > 
> > 
> > 
> > 22 Sep 2017 13:59:44  INFO ClearNLPSemanticRoleLabelerAE - Finished
> > 
> > initializing
> > 
> > 22 Sep 2017 13:59:44  INFO CleartkAnalysisEngine - Starting
> > 
> > initializing for Assigning Attributes
> > 
> > 22 Sep 2017 13:59:46  INFO CleartkAnalysisEngine - Finished
> > 
> > initializing
> > 
> > 22 Sep 2017 13:59:46  INFO ModifierExtractorAnnotator - Starting
> > 
> > initializing
> > 
> > 22 Sep 2017 13:59:46  INFO ModifierExtractorAnnotator - Finished
> > 
> > initializing
> > 
> > 22 Sep 2017 13:59:46  INFO DegreeOfRelationExtractorAnnotator -
> > 
> > Starting initializing
> > 
> > 22 Sep 2017 13:59:46  INFO DegreeOfRelationExtractorAnnotator -
> > 
> > Finished initializing
> > 
> > 22 Sep 2017 13:59:46  INFO LocationOfRelationExtractorAnnotator -
> > 
> > Starting initializing
> > 
> > 22 Sep 2017 13:59:46  INFO LocationOfRelationExtractorAnnotator -
> > 
> > Finished initializing
> > 
> > 22 Sep 2017 13:59:46  INFO BackwardsTimeAnnotator - Starting
> > 
> > initializing
> > 
> > 22 Sep 2017 13:59:46  INFO BackwardsTimeAnnotator - Finished
> > 
> > initializing
> > 
> > 22 Sep 2017 13:59:46  INFO DocTimeRelAnnotator - Starting
> > 
> > initializing
> > 
> > 22 Sep 2017 13:59:48  INFO DocTimeRelAnnotator - Finished
> > 
> > initializing
> > 
> > 22 Sep 2017 13:59:48  INFO EventTimeRelationAnnotator - Starting
> > 
> > initializing
> > 
> > 22 Sep 2017 13:59:49  INFO EventTimeRelationAnnotator - Finished
> > 
> > initializing
> > 
> > 22 Sep 2017 13:59:49  INFO EventEventRelationAnnotator - Starting
> > 
> > initializing
> > 
> > 22 Sep 2017 13:59:51  INFO EventEventRelationAnnotator - Finished
> > 
> > initializing
> > 
> > 22 Sep 2017 13:59:51  INFO ConstituencyParser - Initializing
> > 
> > parser...
> > 
> > 22 Sep 2017 13:59:54  INFO RegexSectionizer - Annotating Sections
> > ...
> > 
> > 22 Sep 2017 13:59:55  INFO RegexSectionizer - Finished processing
> > 
> > 22 Sep 2017 13:59:55  INFO SentenceDetectorAnnotatorBIO - Starting
> > 
> > processing ...
> > 
> > 22 Sep 2017 13:59:55  INFO SentenceDetectorAnnotatorBIO - Finished
> > 
> > processing
> > 
> > 22 Sep 2017 13:59:55  INFO ParagraphAnnotator - Annotating
> > Paragraphs
> > 
> > ...
> > 
> > 22 Sep 2017 13:59:55  INFO ParagraphAnnotator - Finished processing
> > 
> > 22 Sep 2017 13:59:55  INFO ParagraphSentenceFixer - Adjusting
> > 
> > Sentences overlapping Paragraphs ...
> > 
> > 22 Sep 2017 13:59:55  INFO ParagraphSentenceFixer - Finished
> > 
> > Processing
> > 
> > 22 Sep 2017 13:59:55  INFO ListAnnotator - Annotating Lists ...
> > 
> > 22 Sep 2017 13:59:55  INFO ListAnnotator - Finished processing
> > 
> > 22 Sep 2017 13:59:55  INFO ListSentenceFixer - Adjusting Sentences
> > 
> > overlapping Lists ...
> > 
> > 22 Sep 2017 13:59:55  INFO ListSentenceFixer - Finished Processing
> > 
> > 22 Sep 2017 13:59:55  INFO TokenizerAnnotatorPTB - process(JCas) in
> > 
> > org.apache.ctakes.core.ae.TokenizerAnnotatorPTB
> > 
> > 22 Sep 2017 13:59:55  INFO ContextDependentTokenizerAnnotator -
> > 
> > process(JCas)
> > 
> > 22 Sep 2017 13:59:55  INFO POSTagger - process(JCas)
> > 
> > 22 Sep 2017 13:59:55  INFO Chunker -  process(JCas)
> > 
> > 22 Sep 2017 13:59:55  INFO ChunkAdjuster -  process(JCas)
> > 
> > 22 Sep 2017 13:59:55  INFO ChunkAdjuster -  process(JCas)
> > 
> > 22 Sep 2017 13:59:55  INFO AbstractJCasTermAnnotator - Finding
> > Named
> > 
> > Entities ...
> > 
> > 22 Sep 2017 13:59:55  INFO AbstractJCasTermAnnotator - Finished
> > 
> > processing
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - process dev
> > (JCas)
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:55  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:56  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:56  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:56  INFO DrugMentionAnnotator - -1
> > 
> > 22 Sep 2017 13:59:56  INFO ClearNLPDependencyParserAE - Dependency
> > 
> > parser starting with thread:pool-2-thread-1
> > 
> > 22 Sep 2017 13:59:56  INFO ClearNLPDependencyParserAE - Dependency
> > 
> > parser ending with thread:pool-2-thread-1
> > 
> > 22 Sep 2017 13:59:56  INFO ClearNLPSemanticRoleLabelerAE - Starting
> > 
> > processing ...
> > 
> > 22 Sep 2017 13:59:56  INFO ClearNLPSemanticRoleLabelerAE - Finished
> > 
> > processing
> > 
> > 22 Sep 2017 13:59:56  INFO CleartkAnalysisEngine - Assigning
> > 
> > Attributes ...
> > 
> > 22 Sep 2017 13:59:56  INFO CleartkAnalysisEngine - Finished
> > Assigning
> > 
> > Attributes
> > 
> > 22 Sep 2017 13:59:56  INFO ModifierExtractorAnnotator - Starting
> > 
> > processing ...
> > 
> > 22 Sep 2017 13:59:56  INFO ModifierExtractorAnnotator - Finished
> > 
> > processing
> > 
> > 22 Sep 2017 13:59:56  INFO DegreeOfRelationExtractorAnnotator -
> > 
> > Starting processing ...
> > 
> > 22 Sep 2017 13:59:56  INFO DegreeOfRelationExtractorAnnotator -
> > 
> > Finished processing
> > 
> > 22 Sep 2017 13:59:56  INFO LocationOfRelationExtractorAnnotator -
> > 
> > Starting processing ...
> > 
> > 22 Sep 2017 13:59:57  INFO LocationOfRelationExtractorAnnotator -
> > 
> > Finished processing
> > 
> > 22 Sep 2017 13:59:57  INFO BackwardsTimeAnnotator - Starting
> > 
> > processing ...
> > 
> > 22 Sep 2017 13:59:57  INFO BackwardsTimeAnnotator - Finished
> > 
> > processing
> > 
> > 22 Sep 2017 13:59:57  INFO DocTimeRelAnnotator - Starting
> > processing
> > 
> > ...
> > 
> > 22 Sep 2017 13:59:58  INFO DocTimeRelAnnotator - Finished
> > processing
> > 
> > 22 Sep 2017 13:59:58  INFO EventTimeRelationAnnotator - Starting
> > 
> > processing ...
> > 
> > 22 Sep 2017 13:59:59  INFO EventTimeRelationAnnotator - Finished
> > 
> > processing
> > 
> > 22 Sep 2017 13:59:59  INFO EventEventRelationAnnotator - Starting
> > 
> > processing ...
> > 
> > 22 Sep 2017 13:59:59  INFO EventEventRelationAnnotator - Finished
> > 
> > processing
> > 
> > 22 Sep 2017 13:59:59  INFO MaxentParserWrapper - Started
> > processing:
> > 
> > test
> > 
> > 22 Sep 2017 14:00:02  INFO MaxentParserWrapper - Done parsing: test
> > 
> > 22 Sep 2017 14:00:03  INFO MentionClusterCoreferenceAnnotator -
> > 
> > Finding Coreferences ...
> > 
> > 22 Sep 2017 14:00:03  INFO MentionClusterCoreferenceAnnotator -
> > 
> > Finished.
> > 
> > 22 Sep 2017 14:00:03  INFO HtmlTextWriter - Writing HTML to
> > 
> > D:\Gandhi\ArisG\cTAKES\apache-ctakes-
> > 
> > 4.0.0\bin_old\test_output\test.txt.pretty.html ...
> > 
> > 22 Sep 2017 14:00:03  INFO HtmlTextWriter - Finished Writing
> > 
> > 22 Sep 2017 14:00:03  INFO FileTreeXmiWriter - Writing XMI to
> > 
> > D:\Gandhi\ArisG\cTAKES\apache-ctakes-
> > 
> > 4.0.0\bin_old\test_output\test.txt.xmi ...
> > 
> > Sep 22, 2017 2:00:03 PM org.apache.uima.util.MessageReport
> > 
> > decreasingWithTrace(51)
> > 
> > WARNING: Message count: 1; Feature
> > 
> > org.apache.ctakes.typesystem.type.textsem.Predicate:relations is
> > 
> > marked multipleReferencesAllowed=false, but it has multiple
> > 
> > references.  These will be serialized in duplicate. Message count
> > 
> > indicates messages skipped to avoid potential flooding. Set FINE
> > 
> > logging level for stacktrace.
> > 
> > Sep 22, 2017 2:00:03 PM org.apache.uima.util.MessageReport
> > 
> > decreasingWithTrace(51)
> > 
> > WARNING: Message count: 2; Feature
> > 
> > org.apache.ctakes.typesystem.type.textsem.Predicate:relations is
> > 
> > marked multipleReferencesAllowed=false, but it has multiple
> > 
> > references.  These will be serialized in duplicate. Message count
> > 
> > indicates messages skipped to avoid potential flooding. Set FINE
> > 
> > logging level for stacktrace.
> > 
> > Sep 22, 2017 2:00:03 PM org.apache.uima.util.MessageReport
> > 
> > decreasingWithTrace(51)
> > 
> > WARNING: Message count: 4; Feature
> > 
> > org.apache.ctakes.typesystem.type.textsem.Predicate:relations is
> > 
> > marked multipleReferencesAllowed=false, but it has multiple
> > 
> > references.  These will be serialized in duplicate. Message count
> > 
> > indicates messages skipped to avoid potential flooding. Set FINE
> > 
> > logging level for stacktrace.
> > 
> > Sep 22, 2017 2:00:03 PM org.apache.uima.util.MessageReport
> > 
> > decreasingWithTrace(51)
> > 
> > WARNING: Message count: 8; Feature
> > 
> > org.apache.ctakes.typesystem.type.textsem.Predicate:relations is
> > 
> > marked multipleReferencesAllowed=false, but it has multiple
> > 
> > references.  These will be serialized in duplicate. Message count
> > 
> > indicates messages skipped to avoid potential flooding. Set FINE
> > 
> > logging level for stacktrace.
> > 
> > Sep 22, 2017 2:00:03 PM org.apache.uima.util.MessageReport
> > 
> > decreasingWithTrace(51)
> > 
> > WARNING: Message count: 16; Feature
> > 
> > org.apache.ctakes.typesystem.type.textsem.Predicate:relations is
> > 
> > marked multipleReferencesAllowed=false, but it has multiple
> > 
> > references.  These will be serialized in duplicate. Message count
> > 
> > indicates messages skipped to avoid potential flooding. Set FINE
> > 
> > logging level for stacktrace.
> > 
> > Sep 22, 2017 2:00:03 PM org.apache.uima.util.MessageReport
> > 
> > decreasingWithTrace(51)
> > 
> > WARNING: Message count: 32; Feature
> > 
> > org.apache.ctakes.typesystem.type.textsem.Predicate:relations is
> > 
> > marked multipleReferencesAllowed=false, but it has multiple
> > 
> > references.  These will be serialized in duplicate. Message count
> > 
> > indicates messages skipped to avoid potential flooding. Set FINE
> > 
> > logging level for stacktrace.
> > 
> > 22 Sep 2017 14:00:03  INFO FileTreeXmiWriter - Finished Writing
> > 
> > 
> > 
> > 
> > 
> > Sean,  we have also made some code changes in MeasurementFSM.java
> > to
> > 
> > identify certain measurements like '20 mg/m2' which was not
> > 
> > identified out of the box.  Should we send the code changes to you
> > so
> > 
> > that you can consider the same to be productized ? Please advise.
> > 
> > 
> > 
> > Regards,
> > 
> > Gandhi
> > 
> > 
> > 
> > 
> > 
> > -----Original Message-----
> > 
> > From: Finan, Sean [mailto:sean.fi...@childrens.harvard.edu]
> > 
> > Sent: Friday, September 22, 2017 6:54 PM
> > 
> > To: dev@ctakes.apache.org
> > 
> > Subject: RE: Enabling drugner pipeline and identifying dates
> > 
> > [EXTERNAL] [SUSPICIOUS]
> > 
> > 
> > 
> > Hi Gandhi,
> > 
> > 
> > 
> > You don't need to add BackwardsTimeAnnotator to your piper.  It is
> > 
> > added by the TemporalSubPipe.piper.  The  error that you are seeing
> > 
> > regarding training is very strange, but you can try adding this
> > line
> > 
> > to the top of the file:
> > 
> > set isTraining=false
> > 
> > 
> > 
> > Can you run a sample file with your piper and send me the log
> > 
> > statements?  It might help me figure out what is going on.
> > 
> > 
> > 
> > > 
> > > 
> > 
> > > 
> > > is there any doc or guide on how to start writing our own
> > 
> > > 
> > > annotator.
> > 
> > There are two example annotators in the ctakes-examples project
> > under
> > 
> > the ae/ directory.  You can look at those, but I recommend that you
> > 
> > look at some information on Uimafit, which can be used to create
> > new
> > 
> > annotators:
> > 
> > https://urldefense.proofpoint.com/v2/url?u=https-3A__uima.apache.or
> > g_
> > 
> > d_uimafit-
> > 
> > 2D2.1.0_tools.uimafit.book.pdf&d=DwIFAg&c=qS4goWBT7poplM69zy_3xhKwE
> > W1
> > 
> > 4JZMSdioCoppxeFU&r=fs67GvlGZstTpyIisCYNYmQCP6r0bcpKGd4f7d4gTao&m=Ol
> > Z5
> > 
> > SUTgU94HjHE8vZDkXv8hjaaa9qEpAlfZjU52Ymk&s=0rIPMY5osSxL4J9gMymmv0bHs
> > BX
> > 
> > imd0yb1FmUp4uT-A&e=
> > 
> > An introduction to creating Analysis Engines (Annotators) is on
> > page
> > 
> > 5.
> > 
> > 
> > 
> > Coding style is individualistic, but below is a rubberstamp that I
> > 
> > use to get started:
> > 
> > 
> > 
> > import org.apache.ctakes.core.pipeline.PipeBitInfo;
> > 
> > import org.apache.log4j.Logger;
> > 
> > import org.apache.uima.UimaContext;
> > 
> > import
> > 
> > org.apache.uima.analysis_engine.AnalysisEngineProcessException;
> > 
> > import org.apache.uima.fit.component.JCasAnnotator_ImplBase;
> > 
> > import org.apache.uima.jcas.JCas;
> > 
> > import org.apache.uima.resource.ResourceInitializationException;
> > 
> > 
> > 
> > /**
> > 
> >  * @author SPF , chip-nlp
> > 
> >  * @version %I%
> > 
> >  * @since 9/22/2017
> > 
> >  */
> > 
> > @PipeBitInfo(
> > 
> >       name = "Template",
> > 
> >       description = "For Example.", role =
> > PipeBitInfo.Role.ANNOTATOR
> > 
> > )
> > 
> > final public class Template extends JCasAnnotator_ImplBase {
> > 
> > 
> > 
> >    static private final Logger LOGGER = Logger.getLogger(
> > "Template"
> > 
> > );
> > 
> > 
> > 
> >    /**
> > 
> >     * {@inheritDoc}
> > 
> >     */
> > 
> >    @Override
> > 
> >    public void initialize( final UimaContext context ) throws
> > 
> > ResourceInitializationException {
> > 
> >       // Always call the super first
> > 
> >       super.initialize( context );
> > 
> >       // place AE initialization code here
> > 
> >    }
> > 
> > 
> > 
> >    /**
> > 
> >     * {@inheritDoc}
> > 
> >     */
> > 
> >    @Override
> > 
> >    public void process( final JCas jCas ) throws
> > 
> > AnalysisEngineProcessException {
> > 
> >       LOGGER.info( "Processing ..." );
> > 
> >       // Place AE processing code here
> > 
> >       LOGGER.info( "Finished." );
> > 
> >    }
> > 
> > }
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > If you use IntelliJ as your ide you can create a file template with
> > 
> > these parameters:
> > 
> > 
> > 
> > #if (${PACKAGE_NAME} && ${PACKAGE_NAME} != "")package
> > 
> > ${PACKAGE_NAME};#end
> > 
> > 
> > 
> > import org.apache.ctakes.core.pipeline.PipeBitInfo;
> > 
> > import org.apache.log4j.Logger;
> > 
> > import org.apache.uima.UimaContext;
> > 
> > import
> > 
> > org.apache.uima.analysis_engine.AnalysisEngineProcessException;
> > 
> > import org.apache.uima.fit.component.JCasAnnotator_ImplBase;
> > 
> > import org.apache.uima.jcas.JCas;
> > 
> > import org.apache.uima.resource.ResourceInitializationException;
> > 
> > 
> > 
> > #parse("File Header.java")
> > 
> > @PipeBitInfo(
> > 
> >       name = "${NAME}",
> > 
> >       #if ( ${PROJECT_NAME} != "")description = "For
> > 
> > ${PROJECT_NAME}.",#end
> > 
> >       role = PipeBitInfo.Role.ANNOTATOR
> > 
> > )
> > 
> > final public class ${NAME} extends JCasAnnotator_ImplBase {
> > 
> > 
> > 
> >    static private final Logger LOGGER = Logger.getLogger( "${NAME}"
> > 
> > );
> > 
> > 
> > 
> >    /**
> > 
> >     * {@inheritDoc}
> > 
> >     */
> > 
> >    @Override
> > 
> >    public void initialize( final UimaContext context ) throws
> > 
> > ResourceInitializationException {
> > 
> >       // Always call the super first
> > 
> >       super.initialize( context );
> > 
> >       // place AE initialization code here
> > 
> >    }
> > 
> > 
> > 
> >    /**
> > 
> >     * {@inheritDoc}
> > 
> >     */
> > 
> >    @Override
> > 
> >    public void process( final JCas jCas ) throws
> > 
> > AnalysisEngineProcessException {
> > 
> >       LOGGER.info( "Processing ..." );
> > 
> >       // Place AE processing code here
> > 
> >       LOGGER.info( "Finished." );
> > 
> >    }
> > 
> > }
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > -----Original Message-----
> > 
> > From: Gandhi Rajan Natarajan [mailto:gandhi.natara...@arisglobal.co
> > m]
> > 
> > Sent: Friday, September 22, 2017 2:23 AM
> > 
> > To: dev@ctakes.apache.org
> > 
> > Subject: RE: Enabling drugner pipeline and identifying dates
> > 
> > [EXTERNAL] [SUSPICIOUS]
> > 
> > 
> > 
> > Hi Sean,
> > 
> > 
> > 
> > Thanks again for the detailed response.
> > 
> > 
> > 
> > I still couldn't manage to get superscript-1 co-reference in piper
> > 
> > GUI.  Also I'm not able to use "BackwardsTimeAnnotator" in piper
> > GUI
> > 
> > as it gives me the below error:
> > 
> > 
> > 
> > org.apache.uima.resource.ResourceInitializationException:
> > 
> > Initialization of annotator class
> > 
> > "org.apache.ctakes.temporal.ae.BackwardsTimeAnnotator"
> > 
> > failed.  (Descriptor: <unknown>)
> > 
> >         at
> > 
> > org.apache.uima.analysis_engine.impl.PrimitiveAnalysisEngine_impl.i
> > ni
> > 
> > tializeAnalysisComponent(PrimitiveAnalysisEngine_impl.java:271)
> > 
> >         at
> > 
> > org.apache.uima.analysis_engine.impl.PrimitiveAnalysisEngine_impl.i
> > ni
> > 
> > tialize(PrimitiveAnalysisEngine_impl.java:170)
> > 
> > Caused by: java.lang.IllegalArgumentException: Please specify
> > 
> > PARAM_IS_TRAINING - unable to infer it from context
> > 
> >         at
> > 
> > org.cleartk.ml.CleartkAnnotator.initialize(CleartkAnnotator.java:10
> > 9)
> > 
> > 
> > 
> > Somewhere in old mails it's mentioned that it's because of missing
> > 
> > dependencies so I tried adding ClearTkAnnotator with no luck yet.
> > My
> > 
> > piper file is as follows:
> > 
> > 
> > 
> > load AdvancedTokenizerPipeline.piper
> > 
> > add ContextDependentTokenizerAnnotator
> > 
> > add POSTagger
> > 
> > load ChunkerSubPipe.piper
> > 
> > load DictionarySubPipe.piper
> > 
> > add org.apache.ctakes.drugner.ae.DrugMentionAnnotator
> > 
> > load AttributeCleartkSubPipe.piper
> > 
> > load RelationSubPipe.piper
> > 
> > load TemporalSubPipe.piper
> > 
> > load CorefSubPipe.piper
> > 
> > add org.apache.ctakes.temporal.ae.BackwardsTimeAnnotator
> > 
> > add pretty.html.HtmlTextWriter
> > 
> > add FileTreeXmiWriter
> > 
> > 
> > 
> > Any suggestion on this? Also I'm using all the latest 4.0.1 cTAKES
> > 
> > Jars. Regarding the identification of Names, will dig deep on what
> > 
> > you have mentioned.
> > 
> > 
> > 
> > Sorry to ask this as you already mentioned that there are no
> > detailed
> > 
> > docs for cTAKES. But is there any doc or guide on how to start
> > 
> > writing our own annotator if required? It not, Is there any simple
> > 
> > annotator that you would suggest us to look into to get better
> > 
> > understanding on annotators for us to proceed further.  Thanks in
> > 
> > advance.
> > 
> > 
> > 
> > Regards,
> > 
> > Gandhi
> > 
> > 
> > 
> > 
> > 
> > -----Original Message-----
> > 
> > From: Finan, Sean [mailto:sean.fi...@childrens.harvard.edu]
> > 
> > Sent: Thursday, September 21, 2017 7:59 AM
> > 
> > To: dev@ctakes.apache.org
> > 
> > Subject: RE: Enabling drugner pipeline and identifying dates
> > 
> > [EXTERNAL] [SUSPICIOUS]
> > 
> > 
> > 
> > Hi Gandhi,
> > 
> > 
> > 
> > > 
> > > 
> > 
> > > 
> > > We guess we are missing out on something as we could not find co-
> > 
> > > 
> > > references for "200mg". Should we add anymore piper for this?
> > 
> > The piper commands that I sent has everything to obtain
> > 
> > coreferences.  I use it regularly - it is what I used on your
> > example
> > 
> > sentence to get the coreferences that I mentioned.
> > 
> > 
> > 
> > > 
> > > 
> > 
> > > 
> > > Also the change mentioned in the thread ...
> > 
> > That is a very old thread and I don't think that it applies to what
> > 
> > you are trying to do.
> > 
> > 
> > 
> > > 
> > > 
> > 
> > > 
> > > We also have a requirement to identify the patient names and sex
> > 
> > As James said, ctakes isn't really meant to do this.  Ctakes is
> > 
> > catered toward extracting clinical data, and to this point names
> > have
> > 
> > not fallen into that category.  It is more a task for general
> > 
> > nlp.  There is an opennlp model that can identify names and a few
> > 
> > others (I used to see names using GATE).  ctakes has wrapped
> > opennlp
> > 
> > for other tasks and you should be able to do the same to adapt an
> > 
> > engine for names into ctakes.
> > 
> > 
> > 
> > > 
> > > 
> > 
> > > 
> > > cTAKES is unable to identify the dates like 20Aug02 or 20/Aug/02
> > > or
> > 
> > > 
> > > 06
> > 
> > > 
> > > / 07 / 02 or 27Aug2002
> > 
> > As Chen mentioned, the BackwardTimeAnnotator module uses an ML
> > model
> > 
> > trained on gold data.  It isn't perfect.  You can add another time
> > 
> > annotator on top of this to get some of the more simply formatted
> > 
> > date mentions - there are a lot of them out there.  Personally I
> > have
> > 
> > used jchronic as it can be easily tweaked to recognize medically-
> > 
> > relevant temporal expressions relating to surgery, pharmacology,
> > etc.
> > 
> > 
> > 
> > Sean
> > 
> > 
> > 
> > 
> > 
> > -----Original Message-----
> > 
> > From: Finan, Sean [mailto:sean.fi...@childrens.harvard.edu]
> > 
> > Sent: Wednesday, September 20, 2017 8:50 AM
> > 
> > To: dev@ctakes.apache.org
> > 
> > Subject: RE: Enabling drugner pipeline and identifying dates
> > 
> > [EXTERNAL] [SUSPICIOUS]
> > 
> > 
> > 
> > Hi Gandhi,
> > 
> > 
> > 
> > I don't have time to go through all of this right now, but I will
> > try
> > 
> > to get to it soon.
> > 
> > 
> > 
> > Make sure that you are running the latest version in trunk.
> > 
> > 
> > 
> > Sean
> > 
> > 
> > 
> > -----Original Message-----
> > 
> > From: Gandhi Rajan Natarajan [mailto:gandhi.natara...@arisglobal.co
> > m]
> > 
> > Sent: Wednesday, September 20, 2017 7:03 AM
> > 
> > To: dev@ctakes.apache.org
> > 
> > Subject: RE: Enabling drugner pipeline and identifying dates
> > 
> > [EXTERNAL]
> > 
> > 
> > 
> > Hi, Could someone help me out on the below queries please?
> > 
> > 
> > 
> > Regards,
> > 
> > Gandhi
> > 
> > 
> > 
> > -----Original Message-----
> > 
> > From: Gandhi Rajan Natarajan [mailto:gandhi.natara...@arisglobal.co
> > m]
> > 
> > Sent: Tuesday, September 19, 2017 8:51 PM
> > 
> > To: dev@ctakes.apache.org
> > 
> > Subject: RE: Enabling drugner pipeline and identifying dates
> > 
> > [EXTERNAL]
> > 
> > 
> > 
> > Hi Sean,
> > 
> > 
> > 
> > Thanks again for the detailed and prompt response. We were able to
> > 
> > run the piper GUI as per your advice. But in the output (The
> > patient
> > 
> > started study treatment of Thalomid 200mg ( days 1 - 21 ) , and
> > 
> > Epirubicin ,20 mg / m2 ( days 1 , 8 , and 15 ) on 06 / 07 / 02 for
> > 
> > the treatment of hepatocellular carcinoma.), we were not able to
> > find
> > 
> > superscript-1 as you mentioned earlier but could find superscript-
> > 2,
> > 
> > 3 etc.  We guess we are missing out on something as we could not
> > find
> > 
> > co-references for "200mg". Should we add anymore piper for this?
> > 
> > 
> > 
> > Also the change mentioned in the thread - https://urldefense.proofp
> > oint.com/v2/url?u=https-
> > 3A__urldefense.proofpoi&d=DwIGaQ&c=qS4goWBT7poplM69zy_3xhKwEW14JZMS
> > dioCoppxeFU&r=fs67GvlGZstTpyIisCYNYmQCP6r0bcpKGd4f7d4gTao&m=CGnNaO_
> > ZfECB0wIfj3upr01l4w_rNBG8no_VN9cFxhs&s=oyoapyLVicnNRWKMjbbTQY8yFVOT
> > xRTEi4jshTvpB5w&e=
> > 
> > nt.com/v2/url?u=http-3A__mail-2Darchives.apache.org_mod-
> > 
> > 5Fmbox_ctakes-2Duser_201403.mbox_-253CCAL6WimrJ-5Fmm1-
> > 
> > 2BXyggBZv62diYuWP0ScA9VEV8mNHGWe4hSNHQg-40mail.gmail.com-
> > 
> > 253E&d=DwIFAg&c=qS4goWBT7poplM69zy_3xhKwEW14JZMSdioCoppxeFU&r=fs67G
> > vl
> > 
> > GZstTpyIisCYNYmQCP6r0bcpKGd4f7d4gTao&m=JoUDRZHu91gGMslwknPzTQC_UG2L
> > EB
> > 
> > LyOfXR3ikwOL0&s=GzhvIkBu4cgyzYN9n6VLe2rz4sJhJzMxDcWyB0BkqAc&e=  is
> > 
> > required for the drug-ner module to identify drug-ner annotations.
> > 
> > 
> > 
> > 1) We also have a requirement to identify the patient names and sex
> > 
> > available in narrative texts. Please let us know how to achieve the
> > 
> > same as its not identifying the proper nouns and the relationship
> > 
> > with the patient?
> > 
> > Eg. "This male patient named Tom Hardy aged 35 years is
> > participating
> > 
> > in a Non-IND study"
> > 
> > 
> > 
> > 2) cTAKES is unable to identify the dates like 20Aug02 or 20/Aug/02
> > 
> > or 06 / 07 / 02 or 27Aug2002 as in the below example. Please let us
> > 
> > know how to enhance the system to identify such date patterns.
> > 
> > E.g " On 20Aug02, the investigator noted that this patient was
> > 
> > suffering worsening fatigue and got tired getting out of his chair"
> > 
> > 
> > 
> > Regards,
> > 
> > Gandhi
> > 
> > 
> > 
> > 
> > 
> > -----Original Message-----
> > 
> > From: Finan, Sean [mailto:sean.fi...@childrens.harvard.edu]
> > 
> > Sent: Monday, September 18, 2017 10:02 PM
> > 
> > To: dev@ctakes.apache.org
> > 
> > Subject: RE: Enabling drugner pipeline and identifying dates
> > 
> > [EXTERNAL]
> > 
> > 
> > 
> > Hi Gandhi,
> > 
> > 
> > 
> > > 
> > > 
> > 
> > > 
> > > So in this case will be able to see drug attributes in the output
> > 
> > > 
> > > XML?
> > 
> > As long as you have the DrugMentionAnnotator in your pipeline you
> > 
> > should be able to find drug attributes in the xml output file.
> > 
> > 
> > 
> > > 
> > > 
> > 
> > > 
> > > we also saw some code changes needs to be done to use drug-ner
> > 
> > > 
> > > module. Is it still valid?
> > 
> > As far as I know there aren't any necessary code changes to get
> > drug
> > 
> > ner running.  However, I do not normally use drugner so I can't say
> > 
> > for certain.
> > 
> > 
> > 
> > > 
> > > 
> > 
> > > 
> > > Also you mentioned that the drun-ner module is out of date
> > 
> > It can still be used and will produce annotations.  All that I
> > meant
> > 
> > was that there may not be many people out there using it.  It is
> > not
> > 
> > part of the default pipeline.
> > 
> > 
> > 
> >   > You also mentioned that when you run the sentence, the date was
> > 
> > identified. Where and how exactly did you ran it so that we can
> > check
> > 
> > the same?
> > 
> > I run the following in a piper file because I am interested in a
> > lot
> > 
> > of modules (I added drugner just for you):
> > 
> > 
> > 
> > // Advanced Tokenization: Regex sectionization, BIO Sentence
> > Detector
> > 
> > (lumper), Paragraphs, Lists load AdvancedTokenizerPipeline.piper
> > add
> > 
> > ContextDependentTokenizerAnnotator
> > 
> > add POSTagger
> > 
> > // Chunkers
> > 
> > load ChunkerSubPipe.piper
> > 
> > // Default fast dictionary lookup
> > 
> > load DictionarySubPipe.piper
> > 
> > add org.apache.ctakes.drugner.ae.DrugMentionAnnotator
> > 
> > // Cleartk Entity Attributes
> > 
> > load AttributeCleartkSubPipe.piper
> > 
> > // Relations
> > 
> > load RelationSubPipe.piper
> > 
> > // Temporal
> > 
> > load TemporalSubPipe.piper
> > 
> > // Coreferences
> > 
> > load CorefSubPipe.piper
> > 
> > // Html output
> > 
> > add pretty.html.HtmlTextWriter
> > 
> > 
> > 
> > For information on piper files, see https://urldefense.proofpoint.c
> > om
> > 
> > /v2/url?u=https-
> > 3A__cwiki.apache.org_confluence_display_CTAKES_Piper-
> > 
> > 2BFiles&d=DwIFAg&c=qS4goWBT7poplM69zy_3xhKwEW14JZMSdioCoppxeFU&r=fs
> > 67
> > 
> > GvlGZstTpyIisCYNYmQCP6r0bcpKGd4f7d4gTao&m=JoUDRZHu91gGMslwknPzTQC_U
> > G2
> > 
> > LEBLyOfXR3ikwOL0&s=9ueuHYwEywok8byBXEkVjmTWiChmaIY3ryB4Pi6ajRo&e=
> > 
> > I run it in my IDE with:
> > 
> > org.apache.ctakes.core.pipeline.PiperFileRunner -Xmx3G -p
> > 
> > <FileAsAbove>.piper -i org/apache/ctakes/examples/notes -o
> > 
> > <OutputDir> --user <MyUmlsUser> --pass <MyUmlsPass> You can run it
> > by
> > 
> > command line by substituting
> > 
> > "org.apache.ctakes.core.pipeline.PiperFileRunner -Xmx3G" with
> > 
> > "bin/runPiperFile".
> > 
> > You can also run it through a ctakes 4.01 (trunk) gui.  See https:/
> > /urldefense.proofpoint.com/v2/url?u=https-
> > 3A__u&d=DwIGaQ&c=qS4goWBT7poplM69zy_3xhKwEW14JZMSdioCoppxeFU&r=fs67
> > GvlGZstTpyIisCYNYmQCP6r0bcpKGd4f7d4gTao&m=CGnNaO_ZfECB0wIfj3upr01l4
> > w_rNBG8no_VN9cFxhs&s=Yj81jO0x5xtcNiI74Vac2NWCS9v3FdzyULgAepC4xHE&e=
> > 
> > rldefense.proofpoint.com/v2/url?u=https-
> > 
> > 3A__cwiki.apache.org_confluence_display_CTAKES_Piper-2BFile-
> > 
> > 2BSubmitter-
> > 
> > 2BGUI&d=DwIFAg&c=qS4goWBT7poplM69zy_3xhKwEW14JZMSdioCoppxeFU&r=fs67
> > Gv
> > 
> > lGZstTpyIisCYNYmQCP6r0bcpKGd4f7d4gTao&m=JoUDRZHu91gGMslwknPzTQC_UG2
> > LE
> > 
> > BLyOfXR3ikwOL0&s=VWIrXrfA2dZ8KHOdoizJo-nTx7nPSy4GDOZ7IxQteIQ&e=
> > 
> > 
> > 
> > > 
> > > 
> > 
> > > 
> > > I'm not able to see any clickable option in HTML output
> > 
> > You must have the HtmlTextWriter at the end of your pipeline to
> > 
> > produce html files.  To keep the xml file output, place "add
> > 
> > FileTreeXmiWriter" at the end of the piper.
> > 
> > 
> > 
> > > 
> > > 
> > 
> > > 
> > > Apologizes for too many
> > 
> > No worries, we are happy to have your interest!
> > 
> > 
> > 
> > Sean
> > 
> > 
> > 
> > 
> > 
> > -----Original Message-----
> > 
> > From: Gandhi Rajan Natarajan [mailto:gandhi.natara...@arisglobal.co
> > m]
> > 
> > Sent: Saturday, September 16, 2017 7:01 AM
> > 
> > To: dev@ctakes.apache.org
> > 
> > Subject: RE: Enabling drugner pipeline and identifying dates
> > 
> > [EXTERNAL]
> > 
> > 
> > 
> > Hi Sean,
> > 
> > 
> > 
> > Thanks again for the prompt response. Appreciate your input on
> > adding
> > 
> > DrugMentionAnnotator. Actually, we are relying on pretty printer
> > 
> > output just to understand the analysis. Our logic to extract
> > 
> > disorders and findings are based on the XML file generated by https
> > ://urldefense.proofpoint.com/v2/url?u=https-
> > 3A_&d=DwIGaQ&c=qS4goWBT7poplM69zy_3xhKwEW14JZMSdioCoppxeFU&r=fs67Gv
> > lGZstTpyIisCYNYmQCP6r0bcpKGd4f7d4gTao&m=CGnNaO_ZfECB0wIfj3upr01l4w_
> > rNBG8no_VN9cFxhs&s=aO43FWr9I5GgOxclRRHxp8mWA57GzOq0qky78uyu39E&e=
> > 
> > /urldefense.proofpoint.com/v2/url?u=https-
> > 
> > 3A__github.com_healthnlp_examples_blob_master_ctakes-2Dtemporal-
> > 
> > 2Ddemo_src_main_java_org_apache_ctakes_web_client_servlet_DemoServl
> > et
> > 
> > .java&d=DwIFAg&c=qS4goWBT7poplM69zy_3xhKwEW14JZMSdioCoppxeFU&r=fs67
> > Gv
> > 
> > lGZstTpyIisCYNYmQCP6r0bcpKGd4f7d4gTao&m=_MJKBj93YJdd5aa84dBvqtg6o-
> > 
> > BKBn7UcbfF660CEBI&s=g8UzBHRoOyn1hoRABKSC6EtPMvwOSSggviRmWCHKti4&e=
> > 
> > So in this case will be able to see drug attributes in the output
> > 
> > XML?
> > 
> > 
> > 
> > In one of the old post (https://urldefense.proofpoint.com/v2/url?u=
> > ht
> > 
> > tp-3A__mail-2Darchives.apache.org_mod-5Fmbox_ctakes-
> > 
> > 2Duser_201403.mbox_-253CCAL6WimrJ-5Fmm1-
> > 
> > 2BXyggBZv62diYuWP0ScA9VEV8mNHGWe4hSNHQg-40mail.gmail.com-
> > 
> > 253E&d=DwIFAg&c=qS4goWBT7poplM69zy_3xhKwEW14JZMSdioCoppxeFU&r=fs67G
> > vl
> > 
> > GZstTpyIisCYNYmQCP6r0bcpKGd4f7d4gTao&m=_MJKBj93YJdd5aa84dBvqtg6o-
> > 
> > BKBn7UcbfF660CEBI&s=iT_1UGR98APO80UaZsaCBHseMqF4M4PfItgokD27r5c&e= 
> >  )
> > 
> > we also saw some code changes needs to be done to use drug-ner
> > 
> > module. Is it still valid? Also you mentioned that the drun-ner
> > 
> > module is out of date which means it cannot be used or it may not
> > 
> > provide accurate analysis? Also what changes needs to be done to
> > 
> > bring it up to date so that we can try the same if you can assist?
> > 
> > 
> > 
> > You also mentioned that when you run the sentence, the date was
> > 
> > identified. Where and how exactly did you ran it so that we can
> > check
> > 
> > the same? Also regarding you explanation on corefernce, I'm not
> > able
> > 
> > to see any clickable option in HTML output. So wanted to understand
> > 
> > how can we run and check that too.
> > 
> > 
> > 
> > Apologizes for too many questions as we are just a week old in NLP
> > 
> > and cTAKES. Thanks in advance.
> > 
> > 
> > 
> > Regards,
> > 
> > Gandhi
> > 
> > 
> > 
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