Inspect this sample's raw signals, on-demand normalization, sensor provenance, and response features.
Evidence overview
One sample, linked to its full context
This record preserves the published source signal and applies the dataset's staff-approved normalization policy on demand. Control overlays are shown by default when compatible controls exist.
The public record includes the dataset, run, medium, sample role, published inclusion and preprocessing context, channel design, manufacturer, and platform. Physical sensor IDs, internal array IDs, private manufacturing fields, file paths, and review notes remain protected.
View run and inclusion details
Run and Inclusion Provenance
Run folder
2026-04-13 inc4
Run date
2026-04-13
Media
FB
Incubator
inc4
Well file
2026-04-13 A3.xlsx
Well ID
A3
Sample role
sample
Sample status
mapped_sample
Main analysis included
True
Red/pink flag
False
LW65 problem flag
False
Source group
ATCC 13419
Strain source
ATCC 13419
Preprocessing
fb_good_data_r0_90_120
Baseline window
90-120 minutes
Feature window
120-2520 minutes
View sensor and manufacturing details
Sensor and Manufacturing Provenance
Channel
Design version
Paper label
Manufacturer
Platform/version
LW60
Mapping not established
Not specified
LW61
Mapping not established
Not specified
LW62
Mapping not established
Not specified
LW63
Mapping not established
Not specified
LW64
Mapping not established
Not specified
LW65
Mapping not established
Not specified
View derived sensor features
Sensor Features
Sensor
Feature
Value
Window
LW60
auc_norm
5.64762
2.0-42.0 h
LW60
end_norm
0.41706
2.0-42.0 h
LW60
excluded_by_metadata_check
0.00000
2.0-42.0 h
LW60
max_abs_norm
0.41706
2.0-42.0 h
LW60
max_norm
0.41706
2.0-42.0 h
LW60
min_norm
-0.00003
2.0-42.0 h
LW60
pct_abnormal_rows
0.00000
2.0-42.0 h
LW60
pct_missing_norm
0.00000
2.0-42.0 h
LW60
pct_saturated_rows
0.00000
2.0-42.0 h
LW60
slope_norm
0.01180
2.0-42.0 h
LW61
auc_norm
2.0-42.0 h
LW61
end_norm
2.0-42.0 h
LW61
excluded_by_metadata_check
0.00000
2.0-42.0 h
LW61
max_abs_norm
2.0-42.0 h
LW61
max_norm
2.0-42.0 h
LW61
min_norm
2.0-42.0 h
LW61
pct_abnormal_rows
0.00000
2.0-42.0 h
LW61
pct_missing_norm
1.00000
2.0-42.0 h
LW61
pct_saturated_rows
1.00000
2.0-42.0 h
LW61
slope_norm
2.0-42.0 h
LW62
auc_norm
-14.22689
2.0-42.0 h
LW62
end_norm
-0.69831
2.0-42.0 h
LW62
excluded_by_metadata_check
0.00000
2.0-42.0 h
LW62
max_abs_norm
0.69831
2.0-42.0 h
LW62
max_norm
0.08048
2.0-42.0 h
LW62
min_norm
-0.69831
2.0-42.0 h
LW62
pct_abnormal_rows
0.00000
2.0-42.0 h
LW62
pct_missing_norm
0.00000
2.0-42.0 h
LW62
pct_saturated_rows
0.00000
2.0-42.0 h
LW62
slope_norm
-0.02099
2.0-42.0 h
LW63
auc_norm
2.0-42.0 h
LW63
end_norm
2.0-42.0 h
LW63
excluded_by_metadata_check
0.00000
2.0-42.0 h
LW63
max_abs_norm
2.0-42.0 h
LW63
max_norm
2.0-42.0 h
LW63
min_norm
2.0-42.0 h
LW63
pct_abnormal_rows
0.07012
2.0-42.0 h
LW63
pct_missing_norm
1.00000
2.0-42.0 h
LW63
pct_saturated_rows
0.05062
2.0-42.0 h
LW63
slope_norm
2.0-42.0 h
LW64
auc_norm
2.0-42.0 h
LW64
end_norm
2.0-42.0 h
LW64
excluded_by_metadata_check
0.00000
2.0-42.0 h
LW64
max_abs_norm
2.0-42.0 h
LW64
max_norm
2.0-42.0 h
LW64
min_norm
2.0-42.0 h
LW64
pct_abnormal_rows
0.00000
2.0-42.0 h
LW64
pct_missing_norm
1.00000
2.0-42.0 h
LW64
pct_saturated_rows
0.62199
2.0-42.0 h
LW64
slope_norm
2.0-42.0 h
LW65
auc_norm
2.53435
2.0-42.0 h
LW65
end_norm
0.13679
2.0-42.0 h
LW65
excluded_by_metadata_check
0.00000
2.0-42.0 h
LW65
max_abs_norm
0.13679
2.0-42.0 h
LW65
max_norm
0.13679
2.0-42.0 h
LW65
min_norm
0.00233
2.0-42.0 h
LW65
pct_abnormal_rows
0.00000
2.0-42.0 h
LW65
pct_missing_norm
0.00000
2.0-42.0 h
LW65
pct_saturated_rows
0.00000
2.0-42.0 h
LW65
slope_norm
0.00393
2.0-42.0 h
Staff-approved calculation
Normalization Policy
The normalized plot is calculated on demand with the policy saved for this dataset. Visitors may choose channels and control visibility, but only authorized staff can change the scientific calculation. Stored source measurements are never overwritten.
Saved dataset policy
Stored max-absolute-scaled response
Uses clean resistance and a mean baseline from 0.3 to 1 hours, then divides the signed baseline-relative response by the maximum absolute value of its sample-by-sensor trace. Values are dimensionless and bounded from -1 to 1. This policy applies to every public normalized view of FB-v0.
x = (clean signal - mean R0) / abs(mean R0); y = x / max(|x|), per sample and sensor trace
Source: Clean signal · Baseline: Mean 0.30–1 h · Calculated from 814 source points
Control overlay: mean of 5 control samples matched from the same dataset batch. Dashed lines are controls; solid lines are this sample.
View per-sensor baseline diagnostics and readiness
Per-Sensor Baseline Diagnostics
Ready means the selected source has enough valid baseline points for this strategy. A warning explains why a channel could not be calculated.
Sensor
Baseline points
Center
Standard deviation
Status
LW60
5
26916.71636
453.58625
Ready
LW65
5
8586.55273
229.17045
Ready
Compare every normalization strategy
Stored max-absolute-scaled response
x = (clean signal - mean R0) / abs(mean R0); y = x / max(|x|), per sample and sensor trace
Calculates a signed response from the approved baseline window, then preserves its sign and shape while scaling each trace to the interval [-1, 1].
Use with care: Because each trace is scaled independently, response magnitude cannot be compared between samples or sensor channels.
Imported baseline-normalized
Use the normalized value supplied with the published dataset
Reproduces the source dataset's stored response without recalculating a baseline.
Use with care: The source pipeline and baseline definition may differ between datasets; inspect dataset provenance before comparing values.
Source signal (no normalization)
y = raw or clean signal
Shows the selected source measurement as stored, with no baseline transformation.
Use with care: Absolute sensor levels can differ across channels and arrays, so magnitude alone is not a cross-sensor comparison.
Absolute baseline-relative change
|ΔR/R₀| = |R(t) − R₀| / |R₀|
Reports the size of change from the baseline while ignoring direction.
Use with care: A missing or near-zero baseline cannot produce a stable value.
Signed baseline-relative change
ΔR/R₀ = (R(t) − R₀) / |R₀|
Preserves whether the signal rises or falls relative to the baseline.
Use with care: A missing or near-zero baseline cannot produce a stable value.
Baseline ratio
R(t) / R₀
Expresses each measurement as a multiple of its baseline level.
Use with care: Ratios become unstable when the baseline is close to zero.
Baseline z-score
z = (R(t) − center(R₀)) / sd(R₀)
Expresses change in units of baseline variability for that sensor.
Use with care: Requires at least two variable baseline observations.
Raw Signal Plot
Immutable source signal
Direct resistance evidence before normalization.
Line pattern identifies channel and control role; color is supplementary.
X: elapsed time (hours), linear scaleY: raw resistance (Ω), linear scale
Channel and role
Visual style
Elapsed time range
Raw resistance range
LW60
Solid sample line
0.00–67.67 h
6602.04–49923.62 Ω
LW65
5 1 1 1 sample dash pattern
0.00–67.67 h
6602.04–49923.62 Ω
LW60 control mean
Control mean dash pattern for LW60
0.00–67.67 h
6602.04–49923.62 Ω
LW65 control mean
Control mean dash pattern for LW65
0.00–67.67 h
6602.04–49923.62 Ω
Configured Normalized Time-Series Plot
On-demand normalized signal
Stored max-absolute-scaled response; stored raw measurements are unchanged.
Line pattern identifies channel and control role; color is supplementary.
X: elapsed time (hours), linear scaleY: Max-absolute-scaled response (dimensionless), linear scale
Channel and role
Visual style
Elapsed time range
Max-absolute-scaled response range
LW60
Solid sample line
0.00–67.67 h
-0.89653–1.00000 dimensionless
LW65
5 1 1 1 sample dash pattern
0.00–67.67 h
-0.89653–1.00000 dimensionless
LW60 control mean
Control mean dash pattern for LW60
0.00–67.67 h
-0.89653–1.00000 dimensionless
LW65 control mean
Control mean dash pattern for LW65
0.00–67.67 h
-0.89653–1.00000 dimensionless
Selected-Sensor Time-Series Preview
The displayed value follows the selected strategy. Imported and source values remain available for provenance.
View 160 selected-sensor source values
Sensor
Elapsed h
Displayed value
Imported normalized
R0
Raw
Clean
Baseline valid
LW60
0.00
-0.14427
-0.14427
27984.81
24772.18
24772.18
True
LW60
0.17
-0.06884
-0.06884
27984.81
25893.50
25893.50
True
LW60
0.33
-0.03952
-0.03952
27984.81
26329.30
26329.30
True
LW60
0.50
-0.01907
-0.01907
27984.81
26633.20
26633.20
True
LW60
0.67
0.00083
0.00083
27984.81
26929.00
26929.00
True
LW60
0.83
0.02082
0.02082
27984.81
27226.18
27226.18
True
LW60
1.00
0.03695
0.03695
27984.81
27465.90
27465.90
True
LW60
1.17
0.04943
0.04943
27984.81
27651.50
27651.50
True
LW60
1.33
0.05732
0.05732
27984.81
27768.80
27768.80
True
LW60
1.50
0.06458
0.06458
27984.81
27876.70
27876.70
True
LW60
1.67
0.07031
0.07031
27984.81
27961.80
27961.80
True
LW60
1.83
0.07340
0.07340
27984.81
28007.82
28007.82
True
LW60
2.00
0.07601
0.07601
27984.81
28046.60
28046.60
True
LW60
2.17
0.07801
0.07801
27984.81
28076.30
28076.30
True
LW60
2.33
0.07912
0.07912
27984.81
28092.80
28092.80
True
LW60
2.50
0.08001
0.08001
27984.81
28106.00
28106.00
True
LW60
2.67
0.08112
0.08112
27984.81
28122.50
28122.50
True
LW60
2.83
0.08182
0.08182
27984.81
28133.00
28133.00
True
LW60
3.00
0.08201
0.08201
27984.81
28135.70
28135.70
True
LW60
3.17
0.08201
0.08201
27984.81
28135.70
28135.70
True
LW60
3.33
0.08201
0.08201
27984.81
28135.70
28135.70
True
LW60
3.50
0.08112
0.08112
27984.81
28122.50
28122.50
True
LW60
3.67
0.08045
0.08045
27984.81
28112.60
28112.60
True
LW60
3.83
0.08021
0.08021
27984.81
28109.00
28109.00
True
LW60
4.00
0.08001
0.08001
27984.81
28106.00
28106.00
True
LW60
4.17
0.08001
0.08001
27984.81
28106.00
28106.00
True
LW60
4.33
0.08001
0.08001
27984.81
28106.00
28106.00
True
LW60
4.50
0.07845
0.07845
27984.81
28082.90
28082.90
True
LW60
4.67
0.07779
0.07779
27984.81
28073.00
28073.00
True
LW60
4.83
0.07779
0.07779
27984.81
28073.00
28073.00
True
LW60
5.00
0.07734
0.07734
27984.81
28066.40
28066.40
True
LW60
5.17
0.07557
0.07557
27984.81
28040.00
28040.00
True
LW60
5.33
0.07557
0.07557
27984.81
28040.00
28040.00
True
LW60
5.50
0.07557
0.07557
27984.81
28040.00
28040.00
True
LW60
5.67
0.07557
0.07557
27984.81
28040.00
28040.00
True
LW60
5.83
0.07498
0.07498
27984.81
28031.27
28031.27
True
LW60
6.00
0.07449
0.07449
27984.81
28024.00
28024.00
True
LW60
6.17
0.07342
0.07342
27984.81
28008.00
28008.00
True
LW60
6.33
0.07297
0.07297
27984.81
28001.40
28001.40
True
LW60
6.50
0.07319
0.07319
27984.81
28004.70
28004.70
True
LW60
6.67
0.07275
0.07275
27984.81
27998.10
27998.10
True
LW60
6.83
0.07180
0.07180
27984.81
27984.00
27984.00
True
LW60
7.00
0.07275
0.07275
27984.81
27998.10
27998.10
True
LW60
7.17
0.07231
0.07231
27984.81
27991.50
27991.50
True
LW60
7.33
0.07186
0.07186
27984.81
27984.90
27984.90
True
LW60
7.50
0.07297
0.07297
27984.81
28001.40
28001.40
True
LW60
7.67
0.07297
0.07297
27984.81
28001.40
28001.40
True
LW60
7.83
0.07281
0.07281
27984.81
27999.00
27999.00
True
LW60
8.00
0.07319
0.07319
27984.81
28004.70
28004.70
True
LW60
8.17
0.07319
0.07319
27984.81
28004.70
28004.70
True
LW60
8.33
0.07319
0.07319
27984.81
28004.70
28004.70
True
LW60
8.50
0.07342
0.07342
27984.81
28008.00
28008.00
True
LW60
8.67
0.07342
0.07342
27984.81
28008.00
28008.00
True
LW60
8.83
0.07342
0.07342
27984.81
28008.00
28008.00
True
LW60
9.00
0.07363
0.07363
27984.81
28011.20
28011.20
True
LW60
9.17
0.07342
0.07342
27984.81
28008.00
28008.00
True
LW60
9.33
0.07471
0.07471
27984.81
28027.20
28027.20
True
LW60
9.50
0.07557
0.07557
27984.81
28040.00
28040.00
True
LW60
9.67
0.07557
0.07557
27984.81
28040.00
28040.00
True
LW60
9.83
0.07557
0.07557
27984.81
28040.00
28040.00
True
LW60
10.00
0.07779
0.07779
27984.81
28073.00
28073.00
True
LW60
10.17
0.07779
0.07779
27984.81
28073.00
28073.00
True
LW60
10.33
0.07956
0.07956
27984.81
28099.40
28099.40
True
LW60
10.50
0.08001
0.08001
27984.81
28106.00
28106.00
True
LW60
10.67
0.08001
0.08001
27984.81
28106.00
28106.00
True
LW60
10.83
0.08203
0.08203
27984.81
28136.00
28136.00
True
LW60
11.00
0.08400
0.08400
27984.81
28165.40
28165.40
True
LW60
11.17
0.08489
0.08489
27984.81
28178.60
28178.60
True
LW60
11.33
0.08667
0.08667
27984.81
28205.00
28205.00
True
LW60
11.50
0.08932
0.08932
27984.81
28244.40
28244.40
True
LW60
11.67
0.09171
0.09171
27984.81
28279.90
28279.90
True
LW60
11.83
0.09467
0.09467
27984.81
28324.00
28324.00
True
LW60
12.00
0.09748
0.09748
27984.81
28365.70
28365.70
True
LW60
12.17
0.10059
0.10059
27984.81
28411.90
28411.90
True
LW60
12.33
0.10259
0.10259
27984.81
28441.60
28441.60
True
LW60
12.50
0.10436
0.10436
27984.81
28468.00
28468.00
True
LW60
12.67
0.10592
0.10592
27984.81
28491.10
28491.10
True
LW60
12.83
0.10820
0.10820
27984.81
28525.00
28525.00
True
LW60
13.00
0.10880
0.10880
27984.81
28534.00
28534.00
True
LW60
13.17
0.11080
0.11080
27984.81
28563.70
28563.70
True
LW65
0.00
-0.63426
-0.63426
9049.15
7405.91
7405.91
True
LW65
0.17
-0.34245
-0.34245
9049.15
7949.10
7949.10
True
LW65
0.33
-0.17559
-0.17559
9049.15
8259.70
8259.70
True
LW65
0.50
-0.06202
-0.06202
9049.15
8471.10
8471.10
True
LW65
0.67
0.01786
0.01786
9049.15
8619.80
8619.80
True
LW65
0.83
0.08263
0.08263
9049.15
8740.36
8740.36
True
LW65
1.00
0.13712
0.13712
9049.15
8841.80
8841.80
True
LW65
1.17
0.17414
0.17414
9049.15
8910.70
8910.70
True
LW65
1.33
0.20470
0.20470
9049.15
8967.60
8967.60
True
LW65
1.50
0.22372
0.22372
9049.15
9003.00
9003.00
True
LW65
1.67
0.24048
0.24048
9049.15
9034.20
9034.20
True
LW65
1.83
0.25654
0.25654
9049.15
9064.09
9064.09
True
LW65
2.00
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
2.17
0.26611
0.26611
9049.15
9081.90
9081.90
True
LW65
2.33
0.26982
0.26982
9049.15
9088.80
9088.80
True
LW65
2.50
0.27476
0.27476
9049.15
9098.00
9098.00
True
LW65
2.67
0.27476
0.27476
9049.15
9098.00
9098.00
True
LW65
2.83
0.27476
0.27476
9049.15
9098.00
9098.00
True
LW65
3.00
0.27476
0.27476
9049.15
9098.00
9098.00
True
LW65
3.17
0.27605
0.27605
9049.15
9100.40
9100.40
True
LW65
3.33
0.27863
0.27863
9049.15
9105.20
9105.20
True
LW65
3.50
0.27863
0.27863
9049.15
9105.20
9105.20
True
LW65
3.67
0.27605
0.27605
9049.15
9100.40
9100.40
True
LW65
3.83
0.28179
0.28179
9049.15
9111.09
9111.09
True
LW65
4.00
0.27476
0.27476
9049.15
9098.00
9098.00
True
LW65
4.17
0.27605
0.27605
9049.15
9100.40
9100.40
True
LW65
4.33
0.27476
0.27476
9049.15
9098.00
9098.00
True
LW65
4.50
0.27105
0.27105
9049.15
9091.10
9091.10
True
LW65
4.67
0.26982
0.26982
9049.15
9088.80
9088.80
True
LW65
4.83
0.27139
0.27139
9049.15
9091.73
9091.73
True
LW65
5.00
0.26611
0.26611
9049.15
9081.90
9081.90
True
LW65
5.17
0.26982
0.26982
9049.15
9088.80
9088.80
True
LW65
5.33
0.26364
0.26364
9049.15
9077.30
9077.30
True
LW65
5.50
0.26364
0.26364
9049.15
9077.30
9077.30
True
LW65
5.67
0.26487
0.26487
9049.15
9079.60
9079.60
True
LW65
5.83
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
6.00
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
6.17
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
6.33
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
6.50
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
6.67
0.25982
0.25982
9049.15
9070.20
9070.20
True
LW65
6.83
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
7.00
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
7.17
0.26111
0.26111
9049.15
9072.60
9072.60
True
LW65
7.33
0.25982
0.25982
9049.15
9070.20
9070.20
True
LW65
7.50
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
7.67
0.26111
0.26111
9049.15
9072.60
9072.60
True
LW65
7.83
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
8.00
0.26111
0.26111
9049.15
9072.60
9072.60
True
LW65
8.17
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
8.33
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
8.50
0.26111
0.26111
9049.15
9072.60
9072.60
True
LW65
8.67
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
8.83
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
9.00
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
9.17
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
9.33
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
9.50
0.26364
0.26364
9049.15
9077.30
9077.30
True
LW65
9.67
0.26240
0.26240
9049.15
9075.00
9075.00
True
LW65
9.83
0.26465
0.26465
9049.15
9079.18
9079.18
True
LW65
10.00
0.26982
0.26982
9049.15
9088.80
9088.80
True
LW65
10.17
0.27476
0.27476
9049.15
9098.00
9098.00
True
LW65
10.33
0.27476
0.27476
9049.15
9098.00
9098.00
True
LW65
10.50
0.27605
0.27605
9049.15
9100.40
9100.40
True
LW65
10.67
0.27863
0.27863
9049.15
9105.20
9105.20
True
LW65
10.83
0.28765
0.28765
9049.15
9122.00
9122.00
True
LW65
11.00
0.28765
0.28765
9049.15
9122.00
9122.00
True
LW65
11.17
0.29925
0.29925
9049.15
9143.60
9143.60
True
LW65
11.33
0.30183
0.30183
9049.15
9148.40
9148.40
True
LW65
11.50
0.31344
0.31344
9049.15
9170.00
9170.00
True
LW65
11.67
0.31731
0.31731
9049.15
9177.20
9177.20
True
LW65
11.83
0.32633
0.32633
9049.15
9194.00
9194.00
True
LW65
12.00
0.33745
0.33745
9049.15
9214.70
9214.70
True
LW65
12.17
0.34513
0.34513
9049.15
9229.00
9229.00
True
LW65
12.33
0.35416
0.35416
9049.15
9245.80
9245.80
True
LW65
12.50
0.36447
0.36447
9049.15
9265.00
9265.00
True
LW65
12.67
0.37350
0.37350
9049.15
9281.80
9281.80
True
LW65
12.83
0.37854
0.37854
9049.15
9291.18
9291.18
True
LW65
13.00
0.38123
0.38123
9049.15
9296.20
9296.20
True
LW65
13.17
0.39026
0.39026
9049.15
9313.00
9313.00
True
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