2026-03-27 B3.xlsx

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.

Organism: Enterococcus faecium
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Enterococcus faecium | Run: 2026-03-27 inc4 | Role: sample

Public scientific provenance

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	2026-03-27 inc4	Run date	2026-03-27
Media	LB	Incubator	inc4
Well file	2026-03-27 B3.xlsx	Well ID	B3
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	Nanobiofab holding pathogen resource	Preprocessing	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	Paper label	Manufacturer
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	6.95691	2.0-42.0 h
LW60	end_norm	0.21565	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.21604	2.0-42.0 h
LW60	max_norm	0.21604	2.0-42.0 h
LW60	min_norm	0.01042	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	0.00320	2.0-42.0 h
LW61	auc_norm	16.98690	2.0-42.0 h
LW61	end_norm	0.55083	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.55083	2.0-42.0 h
LW61	max_norm	0.55083	2.0-42.0 h
LW61	min_norm	0.02088	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.00000	2.0-42.0 h
LW61	pct_saturated_rows	0.00000	2.0-42.0 h
LW61	slope_norm	0.00777	2.0-42.0 h
LW62	auc_norm	-19.53724	2.0-42.0 h
LW62	end_norm	-0.56715	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.60526	2.0-42.0 h
LW62	max_norm	0.17355	2.0-42.0 h
LW62	min_norm	-0.60526	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	0.00175	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	0.11577	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.08838	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	8.22139	2.0-42.0 h
LW64	end_norm	0.26736	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.26797	2.0-42.0 h
LW64	max_norm	0.26797	2.0-42.0 h
LW64	min_norm	0.01025	2.0-42.0 h
LW64	pct_abnormal_rows	0.00000	2.0-42.0 h
LW64	pct_missing_norm	0.00000	2.0-42.0 h
LW64	pct_saturated_rows	0.00000	2.0-42.0 h
LW64	slope_norm	0.00468	2.0-42.0 h
LW65	auc_norm	10.57403	2.0-42.0 h
LW65	end_norm	0.33410	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.33419	2.0-42.0 h
LW65	max_norm	0.33419	2.0-42.0 h
LW65	min_norm	0.01503	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	0.00498	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 LB-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 522 source points

Control overlay: mean of 8 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	4506.15818	180.29015	Ready
LW65	5	15342.03273	802.99639	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	0.00–67.83 h	2987.82–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	2987.82–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	2987.82–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	2987.82–48539.60 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	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	-1.00000–1.00000 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	-0.56872	-0.56872	4901.90	2987.82	3669.67	True
LW60	0.17	-0.32978	-0.32978	4901.90	4021.10	4021.10	True
LW60	0.33	-0.17198	-0.17198	4901.90	4253.20	4253.20	True
LW60	0.50	-0.06538	-0.06538	4901.90	4410.00	4410.00	True
LW60	0.67	0.01621	0.01621	4901.90	4530.00	4530.00	True
LW60	0.83	0.08290	0.08290	4901.90	4628.09	4628.09	True
LW60	1.00	0.13825	0.13825	4901.90	4709.50	4709.50	True
LW60	1.17	0.17367	0.17367	4901.90	4761.60	4761.60	True
LW60	1.33	0.20529	0.20529	4901.90	4808.10	4808.10	True
LW60	1.50	0.23200	0.23200	4901.90	4847.40	4847.40	True
LW60	1.67	0.25743	0.25743	4901.90	4884.80	4884.80	True
LW60	1.83	0.28068	0.28068	4901.90	4919.00	4919.00	True
LW60	2.00	0.30380	0.30380	4901.90	4953.00	4953.00	True
LW60	2.17	0.32032	0.32032	4901.90	4977.30	4977.30	True
LW60	2.33	0.33827	0.33827	4901.90	5003.70	5003.70	True
LW60	2.50	0.35180	0.35180	4901.90	5023.60	5023.60	True
LW60	2.67	0.36581	0.36581	4901.90	5044.20	5044.20	True
LW60	2.83	0.37939	0.37939	4901.90	5064.18	5064.18	True
LW60	3.00	0.38981	0.38981	4901.90	5079.50	5079.50	True
LW60	3.17	0.40177	0.40177	4901.90	5097.10	5097.10	True
LW60	3.33	0.41075	0.41075	4901.90	5110.30	5110.30	True
LW60	3.50	0.42414	0.42414	4901.90	5130.00	5130.00	True
LW60	3.67	0.43760	0.43760	4901.90	5149.80	5149.80	True
LW60	3.83	0.45412	0.45412	4901.90	5174.09	5174.09	True
LW60	4.00	0.47051	0.47051	4901.90	5198.20	5198.20	True
LW60	4.17	0.48710	0.48710	4901.90	5222.60	5222.60	True
LW60	4.33	0.50566	0.50566	4901.90	5249.90	5249.90	True
LW60	4.50	0.52653	0.52653	4901.90	5280.60	5280.60	True
LW60	4.67	0.54298	0.54298	4901.90	5304.80	5304.80	True
LW60	4.83	0.55672	0.55672	4901.90	5325.00	5325.00	True
LW60	5.00	0.56991	0.56991	4901.90	5344.40	5344.40	True
LW60	5.17	0.58078	0.58078	4901.90	5360.40	5360.40	True
LW60	5.33	0.59309	0.59309	4901.90	5378.50	5378.50	True
LW60	5.50	0.60512	0.60512	4901.90	5396.20	5396.20	True
LW60	5.67	0.61995	0.61995	4901.90	5418.00	5418.00	True
LW60	5.83	0.62946	0.62946	4901.90	5432.00	5432.00	True
LW60	6.00	0.63497	0.63497	4901.90	5440.10	5440.10	True
LW60	6.17	0.64388	0.64388	4901.90	5453.20	5453.20	True
LW60	6.33	0.65013	0.65013	4901.90	5462.40	5462.40	True
LW60	6.50	0.66244	0.66244	4901.90	5480.50	5480.50	True
LW60	6.67	0.66563	0.66563	4901.90	5485.20	5485.20	True
LW60	6.83	0.67236	0.67236	4901.90	5495.09	5495.09	True
LW60	7.00	0.68052	0.68052	4901.90	5507.10	5507.10	True
LW60	7.17	0.68494	0.68494	4901.90	5513.60	5513.60	True
LW60	7.33	0.69541	0.69541	4901.90	5529.00	5529.00	True
LW60	7.50	0.69568	0.69568	4901.90	5529.40	5529.40	True
LW60	7.67	0.70344	0.70344	4901.90	5540.80	5540.80	True
LW60	7.83	0.71117	0.71117	4901.90	5552.18	5552.18	True
LW60	8.00	0.71418	0.71418	4901.90	5556.60	5556.60	True
LW60	8.17	0.72601	0.72601	4901.90	5574.00	5574.00	True
LW60	8.33	0.72750	0.72750	4901.90	5576.20	5576.20	True
LW60	8.50	0.73206	0.73206	4901.90	5582.90	5582.90	True
LW60	8.67	0.74096	0.74096	4901.90	5596.00	5596.00	True
LW60	8.83	0.74096	0.74096	4901.90	5596.00	5596.00	True
LW60	9.00	0.75606	0.75606	4901.90	5618.20	5618.20	True
LW60	9.17	0.75592	0.75592	4901.90	5618.00	5618.00	True
LW60	9.33	0.75939	0.75939	4901.90	5623.10	5623.10	True
LW60	9.50	0.76564	0.76564	4901.90	5632.30	5632.30	True
LW60	9.67	0.77156	0.77156	4901.90	5641.00	5641.00	True
LW60	9.83	0.77156	0.77156	4901.90	5641.00	5641.00	True
LW60	10.00	0.77156	0.77156	4901.90	5641.00	5641.00	True
LW60	10.17	0.77754	0.77754	4901.90	5649.80	5649.80	True
LW60	10.33	0.78652	0.78652	4901.90	5663.00	5663.00	True
LW60	10.50	0.78658	0.78658	4901.90	5663.10	5663.10	True
LW60	10.67	0.78964	0.78964	4901.90	5667.60	5667.60	True
LW60	10.83	0.79875	0.79875	4901.90	5681.00	5681.00	True
LW60	11.00	0.80147	0.80147	4901.90	5685.00	5685.00	True
LW60	11.17	0.80161	0.80161	4901.90	5685.20	5685.20	True
LW60	11.33	0.80147	0.80147	4901.90	5685.00	5685.00	True
LW60	11.50	0.81242	0.81242	4901.90	5701.10	5701.10	True
LW60	11.67	0.81718	0.81718	4901.90	5708.10	5708.10	True
LW60	11.83	0.81711	0.81711	4901.90	5708.00	5708.00	True
LW60	12.00	0.81861	0.81861	4901.90	5710.20	5710.20	True
LW60	12.17	0.82309	0.82309	4901.90	5716.80	5716.80	True
LW60	12.33	0.83057	0.83057	4901.90	5727.80	5727.80	True
LW60	12.50	0.83207	0.83207	4901.90	5730.00	5730.00	True
LW60	12.67	0.83207	0.83207	4901.90	5730.00	5730.00	True
LW60	12.83	0.83207	0.83207	4901.90	5730.00	5730.00	True
LW60	13.00	0.83955	0.83955	4901.90	5741.00	5741.00	True
LW60	13.17	0.84703	0.84703	4901.90	5752.00	5752.00	True
LW65	0.00	-0.82397	-0.82397	17151.29	9081.55	9081.55	True
LW65	0.17	-0.30768	-0.30768	17151.29	13004.30	13004.30	True
LW65	0.33	-0.15056	-0.15056	17151.29	14198.10	14198.10	True
LW65	0.50	-0.05391	-0.05391	17151.29	14932.40	14932.40	True
LW65	0.67	0.01521	0.01521	17151.29	15457.60	15457.60	True
LW65	0.83	0.07269	0.07269	17151.29	15894.36	15894.36	True
LW65	1.00	0.11657	0.11657	17151.29	16227.70	16227.70	True
LW65	1.17	0.14893	0.14893	17151.29	16473.60	16473.60	True
LW65	1.33	0.17269	0.17269	17151.29	16654.10	16654.10	True
LW65	1.50	0.19694	0.19694	17151.29	16838.40	16838.40	True
LW65	1.67	0.22575	0.22575	17151.29	17057.30	17057.30	True
LW65	1.83	0.25049	0.25049	17151.29	17245.27	17245.27	True
LW65	2.00	0.27206	0.27206	17151.29	17409.10	17409.10	True
LW65	2.17	0.28990	0.28990	17151.29	17544.70	17544.70	True
LW65	2.33	0.30847	0.30847	17151.29	17685.80	17685.80	True
LW65	2.50	0.32591	0.32591	17151.29	17818.30	17818.30	True
LW65	2.67	0.34277	0.34277	17151.29	17946.40	17946.40	True
LW65	2.83	0.35592	0.35592	17151.29	18046.27	18046.27	True
LW65	3.00	0.37033	0.37033	17151.29	18155.80	18155.80	True
LW65	3.17	0.38212	0.38212	17151.29	18245.40	18245.40	True
LW65	3.33	0.39429	0.39429	17151.29	18337.80	18337.80	True
LW65	3.50	0.40492	0.40492	17151.29	18418.60	18418.60	True
LW65	3.67	0.41708	0.41708	17151.29	18511.00	18511.00	True
LW65	3.83	0.43023	0.43023	17151.29	18610.91	18610.91	True
LW65	4.00	0.44450	0.44450	17151.29	18719.30	18719.30	True
LW65	4.17	0.46084	0.46084	17151.29	18843.50	18843.50	True
LW65	4.33	0.47652	0.47652	17151.29	18962.60	18962.60	True
LW65	4.50	0.49322	0.49322	17151.29	19089.50	19089.50	True
LW65	4.67	0.50745	0.50745	17151.29	19197.60	19197.60	True
LW65	4.83	0.52197	0.52197	17151.29	19307.91	19307.91	True
LW65	5.00	0.53443	0.53443	17151.29	19402.60	19402.60	True
LW65	5.17	0.54648	0.54648	17151.29	19494.20	19494.20	True
LW65	5.33	0.55968	0.55968	17151.29	19594.50	19594.50	True
LW65	5.50	0.57254	0.57254	17151.29	19692.20	19692.20	True
LW65	5.67	0.58486	0.58486	17151.29	19785.80	19785.80	True
LW65	5.83	0.59555	0.59555	17151.29	19867.00	19867.00	True
LW65	6.00	0.60684	0.60684	17151.29	19952.80	19952.80	True
LW65	6.17	0.61441	0.61441	17151.29	20010.30	20010.30	True
LW65	6.33	0.62322	0.62322	17151.29	20077.20	20077.20	True
LW65	6.50	0.63152	0.63152	17151.29	20140.30	20140.30	True
LW65	6.67	0.63960	0.63960	17151.29	20201.70	20201.70	True
LW65	6.83	0.64531	0.64531	17151.29	20245.09	20245.09	True
LW65	7.00	0.65242	0.65242	17151.29	20299.10	20299.10	True
LW65	7.17	0.65919	0.65919	17151.29	20350.50	20350.50	True
LW65	7.33	0.66453	0.66453	17151.29	20391.10	20391.10	True
LW65	7.50	0.67236	0.67236	17151.29	20450.60	20450.60	True
LW65	7.67	0.67918	0.67918	17151.29	20502.40	20502.40	True
LW65	7.83	0.68457	0.68457	17151.29	20543.36	20543.36	True
LW65	8.00	0.69036	0.69036	17151.29	20587.40	20587.40	True
LW65	8.17	0.69825	0.69825	17151.29	20647.30	20647.30	True
LW65	8.33	0.70550	0.70550	17151.29	20702.40	20702.40	True
LW65	8.50	0.71091	0.71091	17151.29	20743.50	20743.50	True
LW65	8.67	0.71506	0.71506	17151.29	20775.00	20775.00	True
LW65	8.83	0.72208	0.72208	17151.29	20828.36	20828.36	True
LW65	9.00	0.72784	0.72784	17151.29	20872.10	20872.10	True
LW65	9.17	0.73198	0.73198	17151.29	20903.60	20903.60	True
LW65	9.33	0.73917	0.73917	17151.29	20958.20	20958.20	True
LW65	9.50	0.74337	0.74337	17151.29	20990.10	20990.10	True
LW65	9.67	0.74664	0.74664	17151.29	21015.00	21015.00	True
LW65	9.83	0.75044	0.75044	17151.29	21043.82	21043.82	True
LW65	10.00	0.75590	0.75590	17151.29	21085.30	21085.30	True
LW65	10.17	0.75862	0.75862	17151.29	21106.00	21106.00	True
LW65	10.33	0.76442	0.76442	17151.29	21150.10	21150.10	True
LW65	10.50	0.76949	0.76949	17151.29	21188.60	21188.60	True
LW65	10.67	0.77073	0.77073	17151.29	21198.00	21198.00	True
LW65	10.83	0.77569	0.77569	17151.29	21235.73	21235.73	True
LW65	11.00	0.78020	0.78020	17151.29	21270.00	21270.00	True
LW65	11.17	0.78575	0.78575	17151.29	21312.10	21312.10	True
LW65	11.33	0.79113	0.79113	17151.29	21353.00	21353.00	True
LW65	11.50	0.79500	0.79500	17151.29	21382.40	21382.40	True
LW65	11.67	0.79699	0.79699	17151.29	21397.50	21397.50	True
LW65	11.83	0.80001	0.80001	17151.29	21420.45	21420.45	True
LW65	12.00	0.80547	0.80547	17151.29	21462.00	21462.00	True
LW65	12.17	0.80744	0.80744	17151.29	21476.90	21476.90	True
LW65	12.33	0.81052	0.81052	17151.29	21500.30	21500.30	True
LW65	12.50	0.81558	0.81558	17151.29	21538.80	21538.80	True
LW65	12.67	0.81789	0.81789	17151.29	21556.30	21556.30	True
LW65	12.83	0.82224	0.82224	17151.29	21589.36	21589.36	True
LW65	13.00	0.82333	0.82333	17151.29	21597.70	21597.70	True
LW65	13.17	0.82528	0.82528	17151.29	21612.50	21612.50	True

This region contains a wide data table. Use horizontal scrolling to reveal additional columns when needed.

One sample, linked to its full context

Run and Inclusion Provenance

Sensor and Manufacturing Provenance

Sensor Features

Normalization Policy

Stored max-absolute-scaled response

Channels

Control display

Per-Sensor Baseline Diagnostics

Stored max-absolute-scaled response

Imported baseline-normalized

Source signal (no normalization)

Absolute baseline-relative change

Signed baseline-relative change

Baseline ratio

Baseline z-score

Raw Signal Plot

Immutable source signal

Configured Normalized Time-Series Plot

On-demand normalized signal

Selected-Sensor Time-Series Preview