Pathology requirements TIMED MEASUREMENTS

2003-10-24 Thread Sam Heard
Bhupinder

The protocol describes the methods of measurement - each measure can only
have one protocol - so this means that the measurement would be entered
twice - quite appropriate because it is unlikely that a different method
will lead to exactly the same result.

Cheers, Sam

 -Original Message-
 From: owner-openehr-technical at openehr.org
 [mailto:owner-openehr-technical at openehr.org]On Behalf Of Bhupinder Singh
 Sent: Thursday, 23 October 2003 1:12 PM
 To: Sam Heard; Openehr-Technical
 Subject: Re: Pathology requirements TIMED MEASUREMENTS



 Further to what you have stated there will also be events such as
 sample is
 single time is same and the test is same but method of reporting and or
 conducting test is different. Blood Sugar is one example sample
 is taken and
 tested on the bedside and sent to a lab also. These events and
 results need
 to be accommodated.

 Bhupinder


 - Original Message -
 From: Sam Heard sam.heard at bigpond.com
 To: Openehr-Technical openehr-technical at openehr.org
 Sent: Wednesday, October 22, 2003 4:02 PM
 Subject: Pathology requirements TIMED MEASUREMENTS


  TIMED MEASUREMENTS
 
  The timed nature of specimens is dealt with in the history and
 event model
  of the RM and available in the archetype editor. This deals with timed
  measurements and interval measurements. The idea of a 21 day
 progesterone
 is
  covered in state information relating to the time since the
 last menstrual
  period - BUT there is still the idea of an untimed sequence of events
 where
  the order is critical. There are also sequenced events when it comes to
  looking for stool microscopy, occult blood - but these are reported
  separately and really are administrative rather than of the
 nature I will
  describe here.
 
  The best examples of this seem to occur in sampling - three samples of
 CSF -
  the first, second and third - or shavings for histology looking
 for depth
 of
  tumour. There  are more, such as respiratory function tests with
 particular
  challenges - and timing is not an issue. These occur one after the other
 but
  the sequence is the only thing that is important - not the time
 - and time
  would probably be made up. The question is, how do we deal with this. I
  think we have two choices:
 
  1. We recognise this is a sampling issue and there should be a label on
 each
  sample which is transfered to the report - we have sample 1, 2
 and 3 with
  three separate microscopies and cultures in a single composition. This
 would
  get around the confusion of trying to deal with this as a timing issue -
 it
  would work for any sampling including location. We do not want
 to compare
  these CSF samples in queries as equals but we would have some sort of
 label
  associated. So, the sample label and order might be part of
 this - in the
  request and then in the result. I guess this goes on at the moment.
 
  2. We have a sequence idea in the event model, by using the offset but
  having 'sequence' as the unit rather than time. This would mean that
 people
  did not have to enter spurious times in the data and name the event as
  Sample 1, which could be misleading.
 
  Comments?
 
  Cheers, Sam
  
  Dr Sam Heard
  Ocean Informatics, openEHR
  Co-Chair, EHR-SIG, HL7
  Chair EHR IT-14-9-2, Standards Australia
  Hon. Senior Research Fellow, UCL, London
 
  105 Rapid Creek Rd
  Rapid Creek NT 0810
 
  Ph: +61 417 838 808
 
  sam.heard at bigpond.com
 
  www.openEHR.org
  www.HL7.org
  __
 
 
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  please send a message to d.lloyd at openehr.org
 

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FW: Re: Pathology requirements TEXTURAL RESULTS TO QUANTITIES

2003-10-24 Thread Sam Heard


-Original Message-
From: Sam Heard [mailto:sam.he...@bigpond.com]
Sent: Friday, 24 October 2003 11:00 AM
To: Tim Churches
Subject: RE: Re: Pathology requirements TEXTURAL RESULTS TO QUANTITIES


Tim

As we seek to achieve automatic processing of some of the data in the EHR
there will be clear efficiencies in changing some conventions. For instance,
RBC/HPF = 0 is very easy to understand. They are not usually 'seen' anyway
any more so why pretend. What I was getting at is when a numeric response is
there - but wrong - and a textural entry replaces the quantity - as in
'haemolysed'. I am proposing that the archetype node to do this is not the
same as the quantity - so it would replace it. It would then not come back
in queries looking for K+ levels.

Tom and I have thought about ranges as fuzzy quantities e.g. 100 or 0.5 -
these are possible in all analytes in practice but rarely met.

Thanks, Sam

 -Original Message-
 From: owner-openehr-technical at openehr.org
 [mailto:owner-openehr-technical at openehr.org]On Behalf Of Tim Churches
 Sent: Thursday, 23 October 2003 4:55 PM
 To: Tim Churches
 Cc: Sam Heard; Openehr-Technical
 Subject: Re: Re: Pathology requirements TEXTURAL RESULTS TO QUANTITIES


 Tim Churches tchur at optushome.com.au wrote:
 
  Sam Heard sam.heard at bigpond.com wrote:
  
   TEXTURAL RESULTS TO QUANTITIES
 
  ?TEXTUAL?
 
  This raises the general issue of how mixed categorical/ordinal/scalar
  quantities
  are handled eg (made up example) haematuria: Trace-x RBC/ml - Gross
 
  haematuria.

 Sorry, brain-fade. I meant x RBC/HPF (per high power field) or
 similar. This is an
 example of a sampled result i.e. a random sample of portions of a
 specimen
 are examined and a mean is reported. The mean is quantitative,
 but is just a
 point estimate of the central tendency of an underlying
 probability density
 function. Thus it may have a std dev or confidence intervals
 associated with it.
 Also, in this circumstance zero doesn't really mean zero and is
 generally not
 reported as such: if no RBC were seen in any HPF, then it will be
 reported
 as No RBC seen, not as mean RBC/HPF = 0. Generalising this, scalars
 which parameterise a probability distribution are different from
 scalars which are
 precise quantities - or are they? Hmmm.

 Tim C


  Conceivably some use might be made of the numbers, as
  opposed
  to the ordinal categorical extrema?
 
  Tim C
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Pathology requirements UNITS

2003-10-24 Thread Sam Heard
Bhupinder

This is an interesting idea...but it raises issues as you have to have
normal ranges for each of these. I do not see why the results could not be
duplicated in multiple units is required - at present we do not have the
ability to add multiple values to a single element apart from as reference
ranges.

What do others think? I think Labs will probably push back on this one.

Sam

 -Original Message-
 From: owner-openehr-technical at openehr.org
 [mailto:owner-openehr-technical at openehr.org]On Behalf Of Bhupinder Singh
 Sent: Thursday, 23 October 2003 1:30 PM
 To: Sam Heard; Openehr-Technical
 Subject: Re: Pathology requirements UNITS


 Can we not work on a UNITS module where a test can be attached to a number
 of units where the conversion is not available. A clinician does
 not want to
 have to relearn the unit for the convenience of the application.

 Bhupinder



 - Original Message -
 From: Sam Heard sam.heard at bigpond.com
 To: Openehr-Technical openehr-technical at openehr.org
 Sent: Wednesday, October 22, 2003 4:02 PM
 Subject: Pathology requirements UNITS


  UNITS
 
  There are a lot of units out there - it has been our idea to build a
  constraint model on units based on the property being measured. A good
  example is frequency can be '/{time unit}' (e.g. /min, /hr, /s) or 'Hz'.
 It
  is hoped that we can translate from one to the other as much as possible
 on
  this basis.
 
  It has come to my attention just how many units are out there and that
 some
  units are not translatable to another unit even when the property is the
  same without further information. The best known example is gm percent -
  which is the same as gm/100ml or gm/dl. This is a concentration
 but it is
  not possible to know the amount of substance (moles) without knowing the
  molecular weight of the substance. This means we will have to have units
  available in a property that are not translatable. We could
 separate these
  to MASS CONCENTRATION and CONCENTRATION as some have done - but I think
  clinicians will want to choose from as small as list as possible.
 
  We need some work done in this area and there are a number of documents
  available to get this as tidy as we can.
 
  Cheers, Sam
  
  Dr Sam Heard
  Ocean Informatics, openEHR
  Co-Chair, EHR-SIG, HL7
  Chair EHR IT-14-9-2, Standards Australia
  Hon. Senior Research Fellow, UCL, London
 
  105 Rapid Creek Rd
  Rapid Creek NT 0810
 
  Ph: +61 417 838 808
 
  sam.heard at bigpond.com
 
  www.openEHR.org
  www.HL7.org
  __
 
  -
  If you have any questions about using this list,
  please send a message to d.lloyd at openehr.org
 

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Pathology requirements CONTRIBUTION - 2 versions at once

2003-10-24 Thread Sam Heard
Bhipinder

Thank you. I think we have all of these issues covered.

Sam

 -Original Message-
 From: owner-openehr-technical at openehr.org
 [mailto:owner-openehr-technical at openehr.org]On Behalf Of Bhupinder Singh
 Sent: Thursday, 23 October 2003 1:23 PM
 To: Sam Heard; Openehr-Technical
 Subject: Re: Pathology requirements CONTRIBUTION - 2 versions at once


 You have factored the details relating to reporting. A major issue is the
 transmission and reading of the result by the clinician. Ther is
 to be time
 event to be recorded as to when the clinician who has direct
 control of the
 patient has read it. A legal issue that will come up at times is that the
 report shall be claimed to have  been sent and the consultant clinician
 shall claim not to have received it and thus not having  read it. A timed
 event for both these activities need to be available. Further there is a
 need for alerting the clinicians once the report is ready.

 There is a need to have the ability to generate an Interim report
 and then a
 final report. It is the interim report that shall have to be
 avilable to few
 and the detailed subsequently. Both these have to be a part of the EPR to
 substantiate the clinican actions in case of a abnormal event when the
 action of the clinician results in a abnormal event in the patients
 recovery.

 Even when the sample is haemolysed a track of the sample needs to
 be kept in
 the EPR of the patient.

 Bhupinder


 - Original Message -
 From: Sam Heard sam.heard at bigpond.com
 To: Openehr-Technical openehr-technical at openehr.org
 Sent: Wednesday, October 22, 2003 4:02 PM
 Subject: Pathology requirements CONTRIBUTION - 2 versions at once


  CONTRIBUTION - 2 versions at once
 
  There is a particular problem with results that are deemed to
 be incorrect
  as the specimen is damaged - haemolysed blood samples being the most
 common
  (See textural results to quantities thread). If the machine read data is
 to
  be preserved in openEHR then this would need to be over written with the
  correct result and both compositions saved at the same time - otherwise
 some
  other agent might base some process on the interim situation where the
 first
  composition is saved even for a microsecond. We think this relates to
  machine processed data - but keeping medical student entries might be
 dealt
  with in some environments in the same manner.
 
  ACCESS CONTROL to interim reports
 
  There will be times when the access to an interim report needs to be
  controlled - such as an abnormal result from a lab that has not been
 signed
  off by the final arbitor...but it may need to be available to a
 particular
  team. Our access control models need to deal with this.
 
  Cheers, Sam
  
  Dr Sam Heard
  Ocean Informatics, openEHR
  Co-Chair, EHR-SIG, HL7
  Chair EHR IT-14-9-2, Standards Australia
  Hon. Senior Research Fellow, UCL, London
 
  105 Rapid Creek Rd
  Rapid Creek NT 0810
 
  Ph: +61 417 838 808
 
  sam.heard at bigpond.com
 
  www.openEHR.org
  www.HL7.org
  __
 
  -
  If you have any questions about using this list,
  please send a message to d.lloyd at openehr.org
 

 -
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 please send a message to d.lloyd at openehr.org

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Pathology requirements TEXTURAL RESULTS TO QUANTITIES

2003-10-24 Thread Vincent McCauley
I think the fact that some results are a mean calculated by a human
is a red-herring.
In fact nearly all numerical analyte values from automated machines
are a mean of a number of estimates - part of the internal quality control
is that the
standard deviation of these estimates is acceptable - this is just hidden
under the hood.

Some systems certainly record a value of 0, instead of, or in a addition to,
zero RBC per HPF.

How many HPF's are examined and acceptable values for the SD
when done manually are all part of the analysis technique used
and not generally stored in the patients paper record, let alone EHR.

Regards
Vince

Vincent McCauley MB BS, Ph.D

- Original Message - 
From: Tim Churches tc...@optushome.com.au
To: Tim Churches tchur at optushome.com.au
Cc: Sam Heard sam.heard at bigpond.com; Openehr-Technical
openehr-technical at openehr.org
Sent: Thursday, October 23, 2003 17:25
Subject: Re: Re: Pathology requirements TEXTURAL RESULTS TO QUANTITIES


 Tim Churches tchur at optushome.com.au wrote:
 
  Sam Heard sam.heard at bigpond.com wrote:
  
   TEXTURAL RESULTS TO QUANTITIES
 
  ?TEXTUAL?
 
  This raises the general issue of how mixed categorical/ordinal/scalar
  quantities
  are handled eg (made up example) haematuria: Trace-x RBC/ml - Gross
 
  haematuria.

 Sorry, brain-fade. I meant x RBC/HPF (per high power field) or similar.
This is an
 example of a sampled result i.e. a random sample of portions of a
specimen
 are examined and a mean is reported. The mean is quantitative, but is just
a
 point estimate of the central tendency of an underlying probability
density
 function. Thus it may have a std dev or confidence intervals associated
with it.
 Also, in this circumstance zero doesn't really mean zero and is generally
not
 reported as such: if no RBC were seen in any HPF, then it will be reported
 as No RBC seen, not as mean RBC/HPF = 0. Generalising this, scalars
 which parameterise a probability distribution are different from scalars
which are
 precise quantities - or are they? Hmmm.

 Tim C


  Conceivably some use might be made of the numbers, as
  opposed
  to the ordinal categorical extrema?
 
  Tim C
  -
  If you have any questions about using this list,
  please send a message to d.lloyd at openehr.org

 -
 If you have any questions about using this list,
 please send a message to d.lloyd at openehr.org




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Pathology requirements UNITS

2003-10-24 Thread Vincent McCauley
Sam et al,
At least in the Australian context there are regulatory requirements
to report in Standard units only. So reporting the same
result in multiple different units is not possible.
What the standard units are, will vary across different realms

Regards
Vince

Dr Vincent McCauley

- Original Message - 
From: Sam Heard sam.he...@bigpond.com
To: Bhupinder Singh bobdog at sancharnet.in; Openehr-Technical
openehr-technical at openehr.org
Sent: Friday, October 24, 2003 11:35
Subject: RE: Pathology requirements UNITS


 Bhupinder

 This is an interesting idea...but it raises issues as you have to have
 normal ranges for each of these. I do not see why the results could not be
 duplicated in multiple units is required - at present we do not have the
 ability to add multiple values to a single element apart from as reference
 ranges.

 What do others think? I think Labs will probably push back on this one.

 Sam

  -Original Message-
  From: owner-openehr-technical at openehr.org
  [mailto:owner-openehr-technical at openehr.org]On Behalf Of Bhupinder Singh
  Sent: Thursday, 23 October 2003 1:30 PM
  To: Sam Heard; Openehr-Technical
  Subject: Re: Pathology requirements UNITS
 
 
  Can we not work on a UNITS module where a test can be attached to a
number
  of units where the conversion is not available. A clinician does
  not want to
  have to relearn the unit for the convenience of the application.
 
  Bhupinder
 
 
 
  - Original Message -
  From: Sam Heard sam.heard at bigpond.com
  To: Openehr-Technical openehr-technical at openehr.org
  Sent: Wednesday, October 22, 2003 4:02 PM
  Subject: Pathology requirements UNITS
 
 
   UNITS
  
   There are a lot of units out there - it has been our idea to build a
   constraint model on units based on the property being measured. A good
   example is frequency can be '/{time unit}' (e.g. /min, /hr, /s) or 'Hz
'.
  It
   is hoped that we can translate from one to the other as much as
possible
  on
   this basis.
  
   It has come to my attention just how many units are out there and that
  some
   units are not translatable to another unit even when the property is
the
   same without further information. The best known example is gm
percent -
   which is the same as gm/100ml or gm/dl. This is a concentration
  but it is
   not possible to know the amount of substance (moles) without knowing
the
   molecular weight of the substance. This means we will have to have
units
   available in a property that are not translatable. We could
  separate these
   to MASS CONCENTRATION and CONCENTRATION as some have done - but I
think
   clinicians will want to choose from as small as list as possible.
  
   We need some work done in this area and there are a number of
documents
   available to get this as tidy as we can.
  
   Cheers, Sam
   
   Dr Sam Heard
   Ocean Informatics, openEHR
   Co-Chair, EHR-SIG, HL7
   Chair EHR IT-14-9-2, Standards Australia
   Hon. Senior Research Fellow, UCL, London
  
   105 Rapid Creek Rd
   Rapid Creek NT 0810
  
   Ph: +61 417 838 808
  
   sam.heard at bigpond.com
  
   www.openEHR.org
   www.HL7.org
   __
  
   -
   If you have any questions about using this list,
   please send a message to d.lloyd at openehr.org
  
 
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Pathology requirements TIMED MEASUREMENTS

2003-10-24 Thread Thomas Beale
Bhupinder Singh said:

 Further to what you have stated there will also be events such as sample is
 single time is same and the test is same but method of reporting and or
 conducting test is different. Blood Sugar is one example sample is taken and
 tested on the bedside and sent to a lab also. These events and results need
 to be accommodated.
 

If I understand correctly, we are talking about the same sample, but being
tested twice? These are separate tests, and could take place a quite different
times (e.g. hours apart); they are done by different methods, and probably
different providers/people. They will become available in the EHR at different
times, so the only thing in common really is the source of the sample - and
this should be reported in the test data.

- thomas beale

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Pathology requirements TEXTURAL RESULTS TO QUANTITIES

2003-10-24 Thread Thomas Beale

Tim Churches wrote: 

 Sam Heard sam.heard at bigpond.com wrote:
  
  TEXTURAL RESULTS TO QUANTITIES
 
 ?TEXTUAL?
 
 This raises the general issue of how mixed categorical/ordinal/scalar
quantities 
 are handled eg (made up example) haematuria: Trace-x RBC/ml - Gross 
 haematuria. Conceivably some use might be made of the numbers, as opposed 
 to the ordinal categorical extrema?

The current DV_ORDINAL data type consists of an integer value representing the
ordinal position in a range of values, and a symbol, which is the symbol given
to that position. Ordinals are treated as being comparable ( operator is
defined) but not quantified (the magnitude is unknown). We currently think
that the correct way to express the symbol is as a term in a vocabulary (maybe
subsetted). This means that each set of symbols comes from its own
micro-vocabulary, and even if the same symbols (like trace, +, ++) are
used for unrelated things, they cannot get mixed up in comparisons.

Examles: 

pain:
Value  Symbol
1+
2++
3+++

reflex
Value  Symbol
1+
2++
3+++

haemolysed blood in urinalysis
1  ?neg?
2  ?trace?
3  ?small?
4  ?moderate?
5  ?large?

OR - haemolysed blood in urinalysis (unit=cells/ml)
1  ?neg?
2  ?trace (10)
3  ?small (25)
4  ?moderate (80)
5  ?large (200)

I am not sure if we need more sophistication to deal with this. The main
problem I see is the lack of vocabularies, and/or non-standardisation of them.
I guess LOINC has the kinds of values we want, but how to specify the correct
subsets?

- thomas beale

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Pathology requirements UNITS

2003-10-24 Thread Thomas Beale
Bhupinder Singh bobdog at sancharnet.in wrote:

 Can we not work on a UNITS module where a test can be attached to a number
 of units where the conversion is not available. A clinician does not want to
 have to relearn the unit for the convenience of the application.
 

I wonder if units should be considered part of a localsation profile?
Currently you can specify units in an archetype in two ways:

a) as the actual units you want to allow, e.g. units matches {mm[Hg]}, units
matches {km, mi}

b) property matches {pressure}, property matches {length}

A nice alternative that Sam has thought of is:

c) property matches {FORCE/LENGTH^2} -- same as pressure
property matches {LENGTH/TIME}

We are currentl working on including this in ADL.

- thomas

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Pathology requirements CONTRIBUTION - 2 versions at once

2003-10-24 Thread Thomas Beale
Bhupinder Singh bobdog at sancharnet.in wrote:

 You have factored the details relating to reporting. A major issue is the
 transmission and reading of the result by the clinician. Ther is to be time
 event to be recorded as to when the clinician who has direct control of the
 patient has read it.  A legal issue that will come up at times is that the
 report shall be claimed to have  been sent and the consultant clinician
 shall claim not to have received it and thus not having  read it. A timed
 event for both these activities need to be available. Further there is a
 need for alerting the clinicians once the report is ready.

Agree with all this. However,  the EHR on its own cannot force people to read
things. So applications need to create alerts as necessary, and then what
happens next is dependent on policies. For example, one strategy is:

* if an item is added to the EHR, say a prelim test result at time t1, and a
clinician in the group having access to the EHR makes a decision and commences
an action (e.g. new investigation which is more expensive) for this patient at
time t5, then a reasonable rule of operation is that the clinician must have
made this decision with knowledge of the result recorded at t1, since in a
shared EHR to which he/she has access, there is no reason why not; if they
have not done so, they might be in breach of their duty. 

The arguments against this working might be that if the EHR is bady organised,
there might be no easy way to find the relevant item(s) whcih might influence
the decision at time t5. So at least problem-threading and/or episode
classification is needed...

Another strategy would be:

* the clinician receives an alert of some kind (e..g email) and is required to
go into the EHR and change the test result in a field which means seen and
accepted by treating clinician; dated xx/xx/xx hh:mm:ss. This acceptance is
now in the EHR, and it can be seen that it must have been part of the basis of
the next actions by the clinician. However, later actions by others might
still occur without knowledge of this accepted test result - unless the first
strategy is followed. 

So - I think that the first strategy is at least needed, but it does not mean
that there does not need to be countersigning etc within the clinical workflow
somewhere the question is - how much of this finds its way into the EHR?

- thomas beale



 
 There is a need to have the ability to generate an Interim report and then a
 final report. It is the interim report that shall have to be avilable to few
 and the detailed subsequently. Both these have to be a part of the EPR to
 substantiate the clinican actions in case of a abnormal event when the
 action of the clinician results in a abnormal event in the patients
 recovery.
 
 Even when the sample is haemolysed a track of the sample needs to be kept in
 the EPR of the patient.
 
 Bhupinder
 
 - Original Message - 
 From: Sam Heard sam.heard at bigpond.com
 To: Openehr-Technical openehr-technical at openehr.org
 Sent: Wednesday, October 22, 2003 4:02 PM
 Subject: Pathology requirements CONTRIBUTION - 2 versions at once
 
  CONTRIBUTION - 2 versions at once
 
  There is a particular problem with results that are deemed to be incorrect
  as the specimen is damaged - haemolysed blood samples being the most
 common
  (See textural results to quantities thread). If the machine read data is
 to
  be preserved in openEHR then this would need to be over written with the
  correct result and both compositions saved at the same time - otherwise
 some
  other agent might base some process on the interim situation where the
 first
  composition is saved even for a microsecond. We think this relates to
  machine processed data - but keeping medical student entries might be
 dealt
  with in some environments in the same manner.
 
  ACCESS CONTROL to interim reports
 
  There will be times when the access to an interim report needs to be
  controlled - such as an abnormal result from a lab that has not been
 signed
  off by the final arbitor...but it may need to be available to a particular
  team. Our access control models need to deal with this.
 
  Cheers, Sam
  
  Dr Sam Heard
  Ocean Informatics, openEHR
  Co-Chair, EHR-SIG, HL7
  Chair EHR IT-14-9-2, Standards Australia
  Hon. Senior Research Fellow, UCL, London
 
  105 Rapid Creek Rd
  Rapid Creek NT 0810
 
  Ph: +61 417 838 808
 
  sam.heard at bigpond.com
 
  www.openEHR.org
  www.HL7.org
  __
 
  -
  If you have any questions about using this list,
  please send a message to d.lloyd at openehr.org
 
 
 -
 If you have any questions about using this list,
 please send a message to d.lloyd at openehr.org



-- 
Deep Thought: http://www.deepthought.com.au
openEHR: http://www.openEHR.org



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Pathology requirements TIMED MEASUREMENTS

2003-10-24 Thread Thomas Beale
Bhupinder Singh bobdog at sancharnet.in wrote: 

 Dear Sam,
 What you say is correct.
 In clinical practice it is also possible that the same sample is sent to two
 labs for the same test and the protocol followed by both the labs is same so
 is the est method and the unit of reporting. The sample date and time is the
 same. These two results have to be viewed and stored. Thus there should be a
 method to store and retrieve values where the date and time of sample and
 the test type and method and the UOM is the same needs to be available.
 Eg Blood Sugar reporting unit and test method are the same so is the date
 and time of the sample.
 Bhupinder

this is an inteersting scenario actually, since even if there are two
perfectly legitimate test results (let's say submitted to the EHR a day after
each other) they don't really represent distinct results - they are the same
result (presumably) submitted at same or different times. Wen doing
statistical or other queries we have to be careful - if we draw the values on
a graph for example of bsl over last five days, there might be two values at
the one timepoint (where the timepoints are the times of taking samples, not
doing the test - i.e. the biologically significant point in time). One way to
look at thist situation is to say that all test results where there is just a
single result are just a special case of a statistical testing situation in
which at any point in body time, a sample might be tested any number of
times (and more than one sample might be made as well) - giving a
constellation of results. Where there are multiple results for the one
biological timepoint, we could consider it as a statistical strengthening of
the confidence in the result. Probably what applications processing the
results should do is consider N results at the same biological timepoint to be
the same as one, whoe value is the mean of the N, and whose confidence is some
higher value than that attributed to single value samples.

- thomas beale

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