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Optically similar reference samples and related methods for multivariate calibration models used in optical spectroscopy

Assignee: Rio Grande Medical Technologies Inc
•
Filing: 2001-04-11
•
Granted: 2006-01-03
•
Expires: 2021-04-11
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Abstract

Abstract Systems and methods for establishing and/or maintaining the prediction capability over time of a multivariate calibration model designed for quantitative optical spectroscopic measurement of attributes or analytes in bodily tissues, bodily fluids or other biological samples, which are particularly useful when the spectral absorbance of the attribute or analyte is small relative to the background. The present invention provides an optically similar reference sample to capture the characteristics of instrument and environmental variation and to reduce the effect of such variation on the measurement capability of the model. The optically similar reference is preferably stable over time and is designed such that its optical properties are sufficiently matched to the sample of interest that instrument and environmental variations are captured in the same manner in both the test sample of interest and the optically similar reference sample. The optically similar reference sample may include one or more physical components which are spectroscopically measured in a manner which closely mimics the spectroscopic measurement of the test sample of interest. Spectral similarity may also be achieved by using alternative components with spectral characteristics similar to the components contained in the test sample of interest.

Inventors

  • 👤 Craig Gardner
  • 👤 Michael J. Haass
  • 👤 Robert K. Rowe
  • 👤 Howland Jones
  • 👤 Steven T. Strohl
  • 👤 Matthew J. Novak
  • 👤 Russell E. Abbink
  • 👤 David Nuñez
  • 👤 William Gruner
  • 👤 Robert D. Johnson

Bibliographic Details

Application Number —
Jurisdiction US
Data Source google_patents
Last Synchronized 2026-11-05 01:26
CPC Classifications
G; G01; G01N; G01N21/00; G01N21/17; G01N21/25; G01N21/27; G01N21/274; G01N21/278; A; A61; A61B; A61B5/00; A61B5/0059; A61B5/0075

Claims Analysis

Total Claims: 92
Claim 1
Independent Claim 118 words
A reference sample for maintaining prediction performance of an optical system used to measure an analyte or attribute in a representative measurement sample, wherein the representative measurement sample comprises a bodily tissue, bodily fluid or other biological sample containing the analyte or attribute and having a dominant absorbing species therein when in vivo, the reference sample comprising the dominant absorbing species contained and disposed such that an optical signal interrogating the reference sample is subjected to diffuse reflection, where the reference sample and the measurement sample absorb light at each of selected wavelengths in a manner to produce similarly shaped spectra over the wavelengths measured, wherein the reference sample has the spectral characteristics of an in vivo sample.
Claim 2
Dependent Claim 118 words
A reference sample for maintaining prediction performance of an optical system used to measure an analyte or attribute in a representative measurement sample, wherein the representative measurement sample comprises a bodily tissue, bodily fluid or other biological sample containing the analyte or attribute and having a dominant absorbing species therein when in vivo, the reference sample comprising the dominant absorbing species contained and disposed such that an optical signal interrogating the reference sample is subjected to diffuse reflection, where the reference sample and the measurement sample absorb light at each of selected wavelengths in a manner to produce similarly shaped spectra over the wavelengths measured, wherein the reference sample has the spectral characteristics of an in vivo sample.
Claim 3
Dependent Claim 19 words
A reference sample as in claim 1 , wherein the representative measurement sample includes multiple samples from multiple subjects.
Claim 4
Dependent Claim 36 words
A reference sample as in claim 2 , wherein the reference sample has a spectral similarity ratio, when compared with the representative measurement sample spectra, of 30 or less when evaluated over the selected wavelengths measured.
Claim 5
Dependent Claim 31 words
The reference sample of claim 3 , wherein the measurement sample is tissue and the selected wavelengths measured is a spectral range of 4,200 cm −1 to 7,200 cm −1 .
Claim 6
Dependent Claim 39 words
The reference sample of claim 3 , wherein the measurement sample is tissue and the selected wavelengths measured is a spectral range of 4,440 cm −1 to 4,800 cm −1 and 5,440 cm −1 to 6,400 cm −1 .
Claim 7
Dependent Claim 106 words
The reference sample of claim 3 , wherein the measurement sample is tissue, the analyte being measured is glucose and the selected wavelengths measured, in wavenumbers (cm −1 ), are selected from the group consisting of: 4196, 4227, 4273, 4281, 4304, 4320, 4335, 4366, 4389, 4436, 4451, 4459, 4497, 4528, 4559, 4613, 4690, 4775, 4829, 4860, 4883, 4922, 5014, 5091, 5176, 5230, 5269, 5299, 5315, 5338, 5369, 5392, 5454, 5469, 5477, 5515, 5585, 5623, 5662, 5701, 5731, 5755, 5785, 5809, 5839, 5893, 5924, 5947, 6001, 6094, 6163, 6187, 6287, 6318, 6349, 6449, 6472, 6557, 6595, 6673, 6696, 6935, 6973, 7004, 7043, 7066, 7205, and combinations thereof.
Claim 8
Dependent Claim 36 words
A reference sample as in claim 2 , wherein the reference sample has a spectral similarity ratio, when compared with the representative measurement sample spectra, of 10 or less when evaluated over the selected wavelengths measured.
Claim 9
Dependent Claim 36 words
A reference sample as in claim 2 , wherein the reference sample has a spectral similarity ratio, when compared with the representative measurement sample spectra, of 1 or less when evaluated over the selected wavelengths measured.
Claim 10
Dependent Claim 31 words
The reference sample of claim 8 , wherein the measurement sample is tissue and the selected wavelengths measured is a spectral range of 4,200 cm −1 to 7,200 cm −1 .
Claim 11
Dependent Claim 39 words
The reference sample of claim 8 , wherein the measurement sample is tissue and the selected wavelengths measured is a spectral range of 4,440 cm −1 to 4,800 cm −1 and 5,440 cm −1 to 6,400 cm −1 .
Claim 12
Dependent Claim 106 words
The reference sample of claim 8 , wherein die measurement sample is tissue, the analyte being measured is glucose and the selected wavelengths measured, in wavenumbers (cm −1 ), are selected from the group consisting of: 4196, 4227, 4273, 4281, 4304, 4320, 4335, 4366, 4389, 4436, 4451, 4459, 4497, 4528, 4559, 4613, 4690, 4775, 4829, 4860, 4383, 4922, 5014, 5091, 5176, 5230, 5269, 5299, 5315, 5338, 5369, 5392, 5454, 5469, 5477, 5515, 5585, 5623, 5662, 5701, 5731, 5755, 5785, 5809, 5839, 5893, 5924, 5947, 6001, 6094, 6163, 6187, 6287, 6318, 6349, 6449, 6472, 6557, 6595, 6673, 6696, 6935, 6973, 7004, 7043, 7066, 7205, and combinations thereof.
Claim 13
Dependent Claim 31 words
A reference sample as in claim 2 , wherein the reference sample has a regression weighted spectral similarity ratio, when compared to the representative measurement sample spectra, of 30 or less.
Claim 14
Dependent Claim 31 words
A reference sample as in claim 2 , wherein the reference sample has a regression weighted spectral similarity ratio, when compared to the representative measurement sample spectra, of 10 or less.
Claim 15
Dependent Claim 31 words
A reference sample as in claim 2 , wherein the reference sample has a regression weighted spectral similarity ratio, when compared to the representative measurement sample spectra, of 1 or less.
Claim 16
Dependent Claim 31 words
The reference sample of claim 1 , wherein the measurement sample is tissue and the selected wavelengths measured is a spectral range of 4,200 cm −1 to 7,200 cm −1 .
Claim 17
Dependent Claim 39 words
The reference sample of claim 1 , wherein the measurement sample is tissue and the selected wavelengths measured is a spectral range of 4,440 cm −1 to 4,800 cm −1 and 5,440 cm −1 to 6,400 cm −1 .
Claim 18
Dependent Claim 105 words
The reference sample of claim 1 , wherein the measurement sample is tissue, the analyte being measured is glucose and the selected wavelengths measured, in wavenumbers (cm −1 ), are selected from the group consisting of: 4196, 4227, 4273, 4281, 4304, 4320, 4335, 4366, 4389, 4436, 4451, 4459, 4497, 4528, 4559, 4613, 4690, 4775, 4829, 4860, 4883, 4922, 5014, 5091, 5176, 5230, 5269, 5299, 5315, 5338, 5369, 5392, 5454, 5469, 5477, 5515, 5585, 5623, 5662, 5701, 5731, 5755, 5785, 5809, 5839, 5893, 5924, 5947, 6001, 6094, 6163, 6187, 6287, 6318, 6349, 6449, 6472, 6557, 6595, 6673, 6696, 6935, 6973, 7004, 7043,7066, 7205, and combinations thereof.
Claim 19
Dependent Claim 18 words
A reference sample as in claim 1 , wherein the representative measurement sample is from a single subject.
Claim 20
Dependent Claim 36 words
A reference sample as in claim 18 , wherein the reference sample has a spectral similarity ratio, when compared with the representative measurement sample spectra, of 1500 or less when evaluated over the selected wavelengths measured.
Claim 21
Dependent Claim 31 words
The reference sample of claim 19 , wherein the measurement sample is tissue and the selected wavelengths measured is a spectral range of 4,200 cm −1 to 7,200 cm −1 .
Claim 22
Dependent Claim 40 words
The reference sample of claim 19 , wherein the measurement sample is tissue and the selected wavelengths measured is a spectral range of 4,440 cm 31 1 to 4,800 cm −1 and 5,440 cm −1 to 6,400 cm −1 .
Claim 23
Dependent Claim 106 words
The reference sample of claim 19 , wherein the measurement sample is tissue, the analyte being measured is glucose and the selected wavelengths measured, in wavenumbers (cm −1 ), are selected from the group consisting of: 4196, 4227, 4273, 4281, 4304, 4320, 4335, 4366, 4389, 4436, 4451, 4459, 4497, 4528, 4559, 4613, 4690, 4775, 4829, 4860, 4883, 4922, 5014, 5091, 5176, 5230, 5269, 5299, 5315, 5338, 5369, 5392, 5454, 5469, 5477, 5515, 5585, 5623, 5662, 5701, 5731, 5755, 5785, 5809, 5839, 5893, 5924, 5947, 6001, 6094, 6163, 6187, 6287, 6318, 6349, 6449, 6472, 6557, 6595, 6673, 6696, 6935, 6973, 7004, 7043, 7066, 7205, and combinations thereof.
Claim 24
Dependent Claim 36 words
A reference sample as in claim 18 , wherein the reference sample has a spectral similarity ratio, when compared with the representative measurement sample spectra, of 1000 or less when evaluated over the selected wavelengths measured.
Claim 25
Dependent Claim 31 words
The reference sample of claim 23 , wherein the measurement sample is tissue and the selected wavelengths measured is a spectral range of 4,200 cm −1 to 7,200 cm −1 .
Claim 26
Dependent Claim 39 words
The reference sample of claim 23 , wherein the measurement sample is tissue and the selected wavelengths measured is a spectral range of 4,440 cm −1 to 4,800 cm −1 and 5,440 cm −1 to 6,400 cm −1 .
Claim 27
Dependent Claim 106 words
The reference sample of claim 23 , wherein the measurement sample is tissue, the analye being measured is glucose and the selected wavelengths measured, in wavenumbers (cm −1 ), are selected from the group consisting of: 4196, 4227, 4273, 4281, 4304, 4320, 4335, 4366, 4389, 4436, 4451, 4459, 4497, 4528, 4559, 4613, 4690, 4775, 4829, 4860, 4883, 4922, 5014, 5091, 5176, 5230, 5269, 5299, 5315, 5338, 5369, 5392, 5454, 5469, 5477, 5515, 5585, 5623, 5662, 5701, 5731, 5755, 5785, 5809, 5839, 5893, 5924, 5947, 6001, 6094, 6163, 6187, 6287, 6318, 6349, 6449, 6472, 6557, 6595, 6673, 6696, 6935, 6973, 7004, 7043, 7066, 7205, and combinations thereof.
Claim 28
Dependent Claim 36 words
A reference sample as in claim 18 , wherein the reference sample has a spectral similarity ratio, when compared with the representative measurement sample spectra, of 1 or less when evaluated over the selected wavelengths measured.
Claim 29
Dependent Claim 31 words
The reference sample of claim 27 , wherein the measurement sample is tissue and the selected wavelengths measured is a spectral range of 4,200 cm −1 to 7,200 cm −1 .
Claim 30
Dependent Claim 39 words
The reference sample of claim 27 , wherein the measurement sample is tissue and the selected wavelengths measured is a spectral range of 4,440 cm −1 to 4,800 cm −1 and 5,440 cm −1 to 6,400 cm −1 .
Claim 31
Dependent Claim 105 words
The reference sample of claim 27 wherein the measurement sample is tissue, the analyte being measured is glucose and the selected wavelengths measured, in wavenumbers (cm −1 ), are selected from the group consisting of: 4196, 4227, 4273, 4281, 4304, 4320, 4335, 4366, 4389, 4436, 4451, 4459, 4497, 4528, 4559, 4613, 4690, 4775, 4829, 4860, 4883, 4922, 5014, 5091, 5176, 5230, 5269, 5299, 5315, 5338, 5369, 5392, 5454, 5469, 5477, 5515, 5585, 5623, 5662, 5701, 5731, 5755, 5785, 5809, 5839, 5893, 5924, 5947, 6001, 6094, 6163, 6187, 6287, 6318, 6349, 6449, 6472, 6557, 6595, 6673, 6696, 6935, 6973, 7004, 7043, 7066, 7205, and combinations thereof.
Claim 32
Dependent Claim 31 words
A reference sample as in claim 18 , wherein the reference sample has a regression weighted spectral similarity ratio, when compared to the representative measurement sample spectra, of 4500 or less.
Claim 33
Dependent Claim 31 words
A reference sample as in claim 18 , wherein the reference sample has a regression weighted spectral similarity ratio, when compared to the representative measurement sample spectra, of 1500 or less.
Claim 34
Dependent Claim 31 words
A reference sample as in claim 18 , wherein the reference sample has a regression weighted spectral similarity ratio, when compared to the representative measurement sample spectra, of 1 or less.
Claim 35
Dependent Claim 97 words
A reference sample for maintaining prediction performance of an optical system used to measure an analyte or attribute in a representative measurement sample, the reference sample including a dominant absorbing species housed in a structure defining a plurality of dispersive optical interfaces, the dominant absorbing species corresponding to a dominant absorbing material present in the representative measurement sample when in vivo, wherein the representative measurement sample comprise a bodily tissue, bodily fluid or other biological sample containing the analyte or attribute, where the reference sample simulates the optical interaction between the measurement sample and the optical system.
Claim 36
Dependent Claim 97 words
A reference sample for maintaining prediction performance of an optical system used to measure an analyte or attribute in a representative measurement sample, the reference sample including a dominant absorbing species housed in a structure defining a plurality of dispersive optical interfaces, the dominant absorbing species corresponding to a dominant absorbing material present in the representative measurement sample when in vivo, wherein the representative measurement sample comprise a bodily tissue, bodily fluid or other biological sample containing the analyte or attribute, where the reference sample simulates the optical interaction between the measurement sample and the optical system.
Claim 37
Dependent Claim 26 words
A reference sample as in claim 34 , wherein the reference sample has a spatial similarity, expressed in terms of standard deviation, of 0.079 or less.
Claim 38
Dependent Claim 26 words
A reference sample as in claim 34 , wherein the reference sample has a spatial similarity, expressed in terms of standard deviation, of 0.052 or less.
Claim 39
Dependent Claim 25 words
A reference sample as in claim 34 , wherein the reference sample has a spatial similarity, expressed in terms of standard deviation, of approximately 0.0.
Claim 40
Dependent Claim 26 words
A reference sample as in claim 34 , wherein the reference sample has an angular similarity, expressed in terms of standard deviation, of 0.051 or less.
Claim 41
Dependent Claim 26 words
A reference sample as in claim 34 , wherein the reference sample has an angular similarity, expressed in terms of standard deviation, of 0.036 or less.
Claim 42
Dependent Claim 25 words
A reference sample as in claim 34 , wherein the reference sample has an angular similarity, expressed in terms of standard deviation, of approximately 0.0.
Claim 43
Dependent Claim 107 words
A reference sample for maintaining prediction performance of an optical system to measure an analyte or attribute in a representative measurement sample, wherein the representative measurement sample comprises a bodily tissue, bodily fluid or other biological sample containing the analyte or attribute as well as a dominant absorbing species present when the representative measurement sample is in vivo, where the reference sample has the same primary optical absorber as the measurement sample, wherein the reference sample has the spectral characteristics of an in vivo sample, the dominant absorbing species being the primary optical absorber, the dominant absorbing species being contained in a housing allowing optical interrogation thereof.
Claim 44
Dependent Claim 107 words
A reference sample for maintaining prediction performance of an optical system to measure an analyte or attribute in a representative measurement sample, wherein the representative measurement sample comprises a bodily tissue, bodily fluid or other biological sample containing the analyte or attribute as well as a dominant absorbing species present when the representative measurement sample is in vivo, where the reference sample has the same primary optical absorber as the measurement sample, wherein the reference sample has the spectral characteristics of an in vivo sample, the dominant absorbing species being the primary optical absorber, the dominant absorbing species being contained in a housing allowing optical interrogation thereof.
Claim 45
Dependent Claim 32 words
A reference sample as in claim 41 , wherein the representative measurement sample contains first and second primary constituents, and wherein the reference sample contains the same first and second primary constituents.
Claim 46
Dependent Claim 15 words
A reference sample as in claim 42 , wherein the second primary constituent comprises protein.
Claim 47
Dependent Claim 15 words
A reference sample as in claim 42 , wherein the second primary constituent comprises lipid.
Claim 48
Dependent Claim 17 words
A reference sample as in claim 42 , wherein the second primary constituent comprises a organic polymer.
Claim 49
Dependent Claim 32 words
A reference sample as in claim 41 , wherein the measurement sample is tissue and the portion of the reference sample that is optically sampled contains less than 80% water by volume.
Claim 50
Dependent Claim 99 words
A reference sample for maintaining prediction performance of an optical system used to measure an analyte or attribute in a representative measurement sample, wherein the representative measurement sample comprises a bodily tissue, bodily fluid or other biological sample containing the analyte or attribute, with the reference sample including a structure having one or more optically interactive surfaces and producing a non-stepwise reference spectrum that is optically similar to the representative measurement sample, both the reference sample and the representative measurement sample having a primary optical absorber corresponding to a dominant in vivo optical absorber for the representative measurement sample.
Claim 51
Dependent Claim 99 words
A reference sample for maintaining prediction performance of an optical system used to measure an analyte or attribute in a representative measurement sample, wherein the representative measurement sample comprises a bodily tissue, bodily fluid or other biological sample containing the analyte or attribute, with the reference sample including a structure having one or more optically interactive surfaces and producing a non-stepwise reference spectrum that is optically similar to the representative measurement sample, both the reference sample and the representative measurement sample having a primary optical absorber corresponding to a dominant in vivo optical absorber for the representative measurement sample.
Claim 52
Dependent Claim 34 words
A reference sample as in claim 47 , wherein the reference sample includes: an optically transparent layer; a diffusing layer; and a constituent layer disposed between the optically transparent layer and the diffusing layer.
Claim 53
Dependent Claim 27 words
A reference sample as in claim 48 , wherein the representative measurement sample contains a primary constituent, and wherein the constituent layer contains the same primary constituent.
Claim 54
Dependent Claim 14 words
A reference sample as in claim 49 , wherein the constituent layer contains water.
Claim 55
Dependent Claim 14 words
A reference sample as in claim 49 , wherein the constituent layer contains protein.
Claim 56
Dependent Claim 14 words
A reference sample as in claim 49 , wherein the constituent layer contains lipid.
Claim 57
Dependent Claim 15 words
A reference sample as in claim 48 , wherein the diffusing layer is cone shaped.
Claim 58
Dependent Claim 23 words
A reference sample as in claim 48 , wherein the optically transparent layer, the constituent layer, and the diffusing layer are cone shaped.
Claim 59
Dependent Claim 14 words
A reference sample as in claim 48 , wherein the diffusing layer is non-planar.
Claim 60
Dependent Claim 15 words
A reference sample as in claim 48 , wherein the optically transparent layer is flat.
Claim 61
Dependent Claim 29 words
A reference sample as in claim 47 , wherein the reference sample includes: a container that is at least partially optically transparent; and a scattering solution in the container.
Claim 62
Dependent Claim 22 words
A reference sample as in claim 57 , wherein the reference sample further includes a stirring mechanism for stirring the scattering solution.
Claim 63
Dependent Claim 19 words
A reference sample as in claim 57 , wherein the scattering solution comprises reflective beads disposed in a constituent.
Claim 64
Dependent Claim 37 words
A reference sample as in claim 47 , wherein the reference sample includes: a first optical splitting layer; a reflective layer; and a first constituent layer disposed between the first optical splitting layer and the reflective layer.
Claim 65
Dependent Claim 28 words
A reference sample as in claim 60 , wherein the representative measurement sample contains a primary constituent, and wherein the first constituent layer contains the same primary constituent.
Claim 66
Dependent Claim 14 words
A reference sample as in claim 61 , wherein the constituent layer contains water.
Claim 67
Dependent Claim 37 words
A reference sample as in claim 60 , wherein the reference sample further includes: a second optical splitting layer; and a second constituent layer disposed between the first optical splitting layer and the second optical splitting layer.
Claim 68
Dependent Claim 35 words
A reference sample as in claim 47 , wherein the reference sample includes: a container that is at least partially optically transparent; a constituent disposed in the container; and a spacer disposed in the container.
Claim 69
Dependent Claim 30 words
A reference sample as in claim 64 , wherein the representative measurement sample contains a primary constituent, and wherein the constituent disposed in the container comprises the same primary constituent.
Claim 70
Dependent Claim 17 words
A reference sample as in claim 65 , wherein the constituent disposed in the container comprises water.
Claim 71
Dependent Claim 16 words
A reference sample as in claim 64 , wherein multiple spacers are disposed in the container.
Claim 72
Dependent Claim 44 words
A reference sample as in claim 47 , wherein the reference sample includes: an optically transparent layer; a diffuse reflective layer disposed a distance from the optically transparent layer; and a constituent layer disposed between the optically transparent layer and the diffuse reflective layer.
Claim 73
Dependent Claim 27 words
A reference sample as in claim 68 , wherein the representative measurement sample contains a primary constituent, and wherein the constituent layer comprises the same primary constituent.
Claim 74
Dependent Claim 14 words
A reference sample as in claim 68 , wherein the constituent layer comprises water.
Claim 75
Dependent Claim 26 words
A reference layer as in claim 68 , wherein the diffuse reflective layer is movable relative to the optically transparent layer to change the distance therebetween.
Claim 76
Dependent Claim 18 words
A reference sample as in claim 47 , wherein the reference sample includes: a animal based bodily constituent.
Claim 77
Dependent Claim 18 words
A reference sample as in claim 72 , wherein the animal based bodily constituent comprises animal bodily tissue.
Claim 78
Dependent Claim 18 words
A reference sample as in claim 72 , wherein the animal based bodily constituent comprises animal bodily fluid.
Claim 79
Dependent Claim 20 words
A reference sample as in claim 47 , wherein the reference sample includes: a gel matrix; scattering media; and water.
Claim 80
Dependent Claim 22 words
A reference sample as in claim 75 , wherein the gel matrix is placed in direct contact with the optical sampling device.
Claim 81
Dependent Claim 21 words
A reference sample as in claim 75 , wherein the gel matrix is contained in a container that enables optical sampling.
Claim 82
Dependent Claim 111 words
A reference sample for maintaining prediction performance or an optical system used to measure an analyte or attribute in a test sample of interest, wherein the test sample comprises a bodily tissue, bodily fluid or other biological sample containing the analyte or attribute, with the reference sample producing a reference sample spectrum that is similar to the test sample spectrum, the reference sample including a transmissive optical interface and an optical sampling compartment, the optical sampling compartment containing water and a diffusely reflective or scattering media and including structure such that an optical signal passing through the transmissive optical interface encounters reflective surfaces at various path lengths from the optical interface.
Claim 83
Dependent Claim 111 words
A reference sample for maintaining prediction performance or an optical system used to measure an analyte or attribute in a test sample of interest, wherein the test sample comprises a bodily tissue, bodily fluid or other biological sample containing the analyte or attribute, with the reference sample producing a reference sample spectrum that is similar to the test sample spectrum, the reference sample including a transmissive optical interface and an optical sampling compartment, the optical sampling compartment containing water and a diffusely reflective or scattering media and including structure such that an optical signal passing through the transmissive optical interface encounters reflective surfaces at various path lengths from the optical interface.
Claim 84
Dependent Claim 30 words
A reference sample as in claim 78 , wherein the reference sample spectrum has a spectral similarity ratio, when compared to a representative measurement sample spectra, of 30 or less.
Claim 85
Dependent Claim 32 words
A reference sample as in claim 78 , wherein the reference sample spectrum has a regression weighted spectral similarity ratio, when compared to a representative measurement sample spectra, of 30 or less.
Claim 86
Dependent Claim 26 words
A reference sample as in claim 78 , wherein the reference sample has a spatial similarity, expressed in terms of standard deviation, of 0.079 or less.
Claim 87
Dependent Claim 26 words
A reference sample as in claim 78 , wherein the reference sample has an angular similarity, expressed in terms of standard deviation, of 0.051 or less.
Claim 88
Dependent Claim 81 words
A reference device for use with an optical system to maintain prediction performance of the optical system for a constituent of a representative measurement sample, the reference device comprising: a reference material having a first optical similarity to the representative measurement sample; and a structure for containing the reference material in a geometric configuration adapted to give the reference device a second optical similarity to the representative measurement sample; wherein the second optical similarity is greater than the first optical similarity.
Claim 89
Dependent Claim 81 words
A reference device for use with an optical system to maintain prediction performance of the optical system for a constituent of a representative measurement sample, the reference device comprising: a reference material having a first optical similarity to the representative measurement sample; and a structure for containing the reference material in a geometric configuration adapted to give the reference device a second optical similarity to the representative measurement sample; wherein the second optical similarity is greater than the first optical similarity.
Claim 90
Dependent Claim 27 words
The reference device of claim 83 , wherein the structure includes an optical interface allowing light to enter the reference device and interact with the reference material.
Claim 91
Dependent Claim 14 words
The reference device of claim 84 , wherein the structure includes a diffusing cone.
Claim 92
Dependent Claim 31 words
The reference device of claim 83 , wherein the structure provides a geometric configuration such that light entering the reference device may interact with the reference material through several different pathlengths.

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