2026-04-01 B2.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: 2026-04-01 inc5 | 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	2026-04-01 inc5	Run date	2026-04-01
Media	LB	Incubator	inc5
Well file	2026-04-01 B2.xlsx	Well ID	B2
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 19434	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	1.75596	2.0-42.0 h
LW60	end_norm	0.05554	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.06024	2.0-42.0 h
LW60	max_norm	0.06024	2.0-42.0 h
LW60	min_norm	-0.00935	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	0.00111	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	-1.30213	2.0-42.0 h
LW62	end_norm	-0.04533	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.07486	2.0-42.0 h
LW62	max_norm	0.00020	2.0-42.0 h
LW62	min_norm	-0.07486	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	-0.00054	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	0.00000	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.17352	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	1.00000	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	1.78269	2.0-42.0 h
LW65	end_norm	0.05076	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.05778	2.0-42.0 h
LW65	max_norm	0.05778	2.0-42.0 h
LW65	min_norm	0.00279	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	0.00069	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 540 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	39025.24364	305.26324	Ready
LW65	5	6075.35818	88.86841	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	4772.36–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	4772.36–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	4772.36–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	4772.36–48539.60 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	-1.00000	-1.00000	39329.78	27673.36	34455.00	True
LW60	0.17	-0.27831	-0.27831	39329.78	37753.30	37753.30	True
LW60	0.33	-0.10151	-0.10151	39329.78	38561.30	38561.30	True
LW60	0.50	-0.02826	-0.02826	39329.78	38896.10	38896.10	True
LW60	0.67	0.01997	0.01997	39329.78	39116.50	39116.50	True
LW60	0.83	0.04236	0.04236	39329.78	39218.82	39218.82	True
LW60	1.00	0.06745	0.06745	39329.78	39333.50	39333.50	True
LW60	1.17	0.08452	0.08452	39329.78	39411.50	39411.50	True
LW60	1.33	0.08622	0.08622	39329.78	39419.30	39419.30	True
LW60	1.50	0.08281	0.08281	39329.78	39403.70	39403.70	True
LW60	1.67	0.07086	0.07086	39329.78	39349.10	39349.10	True
LW60	1.83	0.06241	0.06241	39329.78	39310.45	39310.45	True
LW60	2.00	0.05636	0.05636	39329.78	39282.80	39282.80	True
LW60	2.17	0.04445	0.04445	39329.78	39228.40	39228.40	True
LW60	2.33	0.03776	0.03776	39329.78	39197.80	39197.80	True
LW60	2.50	0.02841	0.02841	39329.78	39155.10	39155.10	True
LW60	2.67	0.01741	0.01741	39329.78	39104.80	39104.80	True
LW60	2.83	0.00932	0.00932	39329.78	39067.82	39067.82	True
LW60	3.00	0.00389	0.00389	39329.78	39043.00	39043.00	True
LW60	3.17	-0.00209	-0.00209	39329.78	39015.70	39015.70	True
LW60	3.33	-0.00629	-0.00629	39329.78	38996.50	38996.50	True
LW60	3.50	-0.01384	-0.01384	39329.78	38962.00	38962.00	True
LW60	3.67	-0.01130	-0.01130	39329.78	38973.60	38973.60	True
LW60	3.83	0.00544	0.00544	39329.78	39050.09	39050.09	True
LW60	4.00	0.04622	0.04622	39329.78	39236.50	39236.50	True
LW60	4.17	0.10149	0.10149	39329.78	39489.10	39489.10	True
LW60	4.33	0.17318	0.17318	39329.78	39816.70	39816.70	True
LW60	4.50	0.20569	0.20569	39329.78	39965.30	39965.30	True
LW60	4.67	0.19204	0.19204	39329.78	39902.90	39902.90	True
LW60	4.83	0.19506	0.19506	39329.78	39916.73	39916.73	True
LW60	5.00	0.22289	0.22289	39329.78	40043.90	40043.90	True
LW60	5.17	0.25639	0.25639	39329.78	40197.00	40197.00	True
LW60	5.33	0.28993	0.28993	39329.78	40350.30	40350.30	True
LW60	5.50	0.31754	0.31754	39329.78	40476.50	40476.50	True
LW60	5.67	0.34085	0.34085	39329.78	40583.00	40583.00	True
LW60	5.83	0.36259	0.36259	39329.78	40682.36	40682.36	True
LW60	6.00	0.38419	0.38419	39329.78	40781.10	40781.10	True
LW60	6.17	0.40071	0.40071	39329.78	40856.60	40856.60	True
LW60	6.33	0.41634	0.41634	39329.78	40928.00	40928.00	True
LW60	6.50	0.43106	0.43106	39329.78	40995.30	40995.30	True
LW60	6.67	0.44325	0.44325	39329.78	41051.00	41051.00	True
LW60	6.83	0.45184	0.45184	39329.78	41090.27	41090.27	True
LW60	7.00	0.45988	0.45988	39329.78	41127.00	41127.00	True
LW60	7.17	0.46513	0.46513	39329.78	41151.00	41151.00	True
LW60	7.33	0.46776	0.46776	39329.78	41163.00	41163.00	True
LW60	7.50	0.46776	0.46776	39329.78	41163.00	41163.00	True
LW60	7.67	0.46951	0.46951	39329.78	41171.00	41171.00	True
LW60	7.83	0.46537	0.46537	39329.78	41152.09	41152.09	True
LW60	8.00	0.46425	0.46425	39329.78	41147.00	41147.00	True
LW60	8.17	0.45725	0.45725	39329.78	41115.00	41115.00	True
LW60	8.33	0.45725	0.45725	39329.78	41115.00	41115.00	True
LW60	8.50	0.45638	0.45638	39329.78	41111.00	41111.00	True
LW60	8.67	0.45900	0.45900	39329.78	41123.00	41123.00	True
LW60	8.83	0.45264	0.45264	39329.78	41093.91	41093.91	True
LW60	9.00	0.45200	0.45200	39329.78	41091.00	41091.00	True
LW60	9.17	0.44325	0.44325	39329.78	41051.00	41051.00	True
LW60	9.33	0.44150	0.44150	39329.78	41043.00	41043.00	True
LW60	9.50	0.43537	0.43537	39329.78	41015.00	41015.00	True
LW60	9.67	0.43362	0.43362	39329.78	41007.00	41007.00	True
LW60	9.83	0.42887	0.42887	39329.78	40985.27	40985.27	True
LW60	10.00	0.42507	0.42507	39329.78	40967.90	40967.90	True
LW60	10.17	0.42592	0.42592	39329.78	40971.80	40971.80	True
LW60	10.33	0.42421	0.42421	39329.78	40964.00	40964.00	True
LW60	10.50	0.42419	0.42419	39329.78	40963.90	40963.90	True
LW60	10.67	0.42421	0.42421	39329.78	40964.00	40964.00	True
LW60	10.83	0.42421	0.42421	39329.78	40964.00	40964.00	True
LW60	11.00	0.42159	0.42159	39329.78	40952.00	40952.00	True
LW60	11.17	0.41108	0.41108	39329.78	40904.00	40904.00	True
LW60	11.33	0.40244	0.40244	39329.78	40864.50	40864.50	True
LW60	11.50	0.39988	0.39988	39329.78	40852.80	40852.80	True
LW60	11.67	0.39117	0.39117	39329.78	40813.00	40813.00	True
LW60	11.83	0.39022	0.39022	39329.78	40808.64	40808.64	True
LW60	12.00	0.38680	0.38680	39329.78	40793.00	40793.00	True
LW60	12.17	0.38242	0.38242	39329.78	40773.00	40773.00	True
LW60	12.33	0.38330	0.38330	39329.78	40777.00	40777.00	True
LW60	12.50	0.38592	0.38592	39329.78	40789.00	40789.00	True
LW60	12.67	0.38767	0.38767	39329.78	40797.00	40797.00	True
LW60	12.83	0.38624	0.38624	39329.78	40790.45	40790.45	True
LW60	13.00	0.38855	0.38855	39329.78	40801.00	40801.00	True
LW60	13.17	0.38157	0.38157	39329.78	40769.10	40769.10	True
LW65	0.00			6225.05	4772.36		True
LW65	0.17	-0.54618	-0.54618	6225.05	5714.50	5797.17	True
LW65	0.33	-0.26418	-0.26418	6225.05	5940.80	5940.80	True
LW65	0.50	-0.06962	-0.06962	6225.05	6039.90	6039.90	True
LW65	0.67	0.04053	0.04053	6225.05	6096.00	6096.00	True
LW65	0.83	0.11138	0.11138	6225.05	6132.09	6132.09	True
LW65	1.00	0.18189	0.18189	6225.05	6168.00	6168.00	True
LW65	1.17	0.22154	0.22154	6225.05	6188.20	6188.20	True
LW65	1.33	0.24864	0.24864	6225.05	6202.00	6202.00	True
LW65	1.50	0.29183	0.29183	6225.05	6224.00	6224.00	True
LW65	1.67	0.29183	0.29183	6225.05	6224.00	6224.00	True
LW65	1.83	0.29594	0.29594	6225.05	6226.09	6226.09	True
LW65	2.00	0.32796	0.32796	6225.05	6242.40	6242.40	True
LW65	2.17	0.33247	0.33247	6225.05	6244.70	6244.70	True
LW65	2.33	0.33699	0.33699	6225.05	6247.00	6247.00	True
LW65	2.50	0.34131	0.34131	6225.05	6249.20	6249.20	True
LW65	2.67	0.33699	0.33699	6225.05	6247.00	6247.00	True
LW65	2.83	0.34877	0.34877	6225.05	6253.00	6253.00	True
LW65	3.00	0.35858	0.35858	6225.05	6258.00	6258.00	True
LW65	3.17	0.37586	0.37586	6225.05	6266.80	6266.80	True
LW65	3.33	0.38018	0.38018	6225.05	6269.00	6269.00	True
LW65	3.50	0.38018	0.38018	6225.05	6269.00	6269.00	True
LW65	3.67	0.38018	0.38018	6225.05	6269.00	6269.00	True
LW65	3.83	0.38018	0.38018	6225.05	6269.00	6269.00	True
LW65	4.00	0.41631	0.41631	6225.05	6287.40	6287.40	True
LW65	4.17	0.44791	0.44791	6225.05	6303.50	6303.50	True
LW65	4.33	0.50937	0.50937	6225.05	6334.80	6334.80	True
LW65	4.50	0.55433	0.55433	6225.05	6357.70	6357.70	True
LW65	4.67	0.54981	0.54981	6225.05	6355.40	6355.40	True
LW65	4.83	0.55884	0.55884	6225.05	6360.00	6360.00	True
LW65	5.00	0.57612	0.57612	6225.05	6368.80	6368.80	True
LW65	5.17	0.60204	0.60204	6225.05	6382.00	6382.00	True
LW65	5.33	0.63364	0.63364	6225.05	6398.10	6398.10	True
LW65	5.50	0.65171	0.65171	6225.05	6407.30	6407.30	True
LW65	5.67	0.68783	0.68783	6225.05	6425.70	6425.70	True
LW65	5.83	0.72376	0.72376	6225.05	6444.00	6444.00	True
LW65	6.00	0.77167	0.77167	6225.05	6468.40	6468.40	True
LW65	6.17	0.80328	0.80328	6225.05	6484.50	6484.50	True
LW65	6.33	0.82585	0.82585	6225.05	6496.00	6496.00	True
LW65	6.50	0.85609	0.85609	6225.05	6511.40	6511.40	True
LW65	6.67	0.86905	0.86905	6225.05	6518.00	6518.00	True
LW65	6.83	0.87315	0.87315	6225.05	6520.09	6520.09	True
LW65	7.00	0.90517	0.90517	6225.05	6536.40	6536.40	True
LW65	7.17	0.90969	0.90969	6225.05	6538.70	6538.70	True
LW65	7.33	0.91420	0.91420	6225.05	6541.00	6541.00	True
LW65	7.50	0.91420	0.91420	6225.05	6541.00	6541.00	True
LW65	7.67	0.91420	0.91420	6225.05	6541.00	6541.00	True
LW65	7.83	0.91420	0.91420	6225.05	6541.00	6541.00	True
LW65	8.00	0.91420	0.91420	6225.05	6541.00	6541.00	True
LW65	8.17	0.91420	0.91420	6225.05	6541.00	6541.00	True
LW65	8.33	0.91420	0.91420	6225.05	6541.00	6541.00	True
LW65	8.50	0.91420	0.91420	6225.05	6541.00	6541.00	True
LW65	8.67	0.91420	0.91420	6225.05	6541.00	6541.00	True
LW65	8.83	0.90599	0.90599	6225.05	6536.82	6536.82	True
LW65	9.00	0.90969	0.90969	6225.05	6538.70	6538.70	True
LW65	9.17	0.87808	0.87808	6225.05	6522.60	6522.60	True
LW65	9.33	0.87808	0.87808	6225.05	6522.60	6522.60	True
LW65	9.50	0.86905	0.86905	6225.05	6518.00	6518.00	True
LW65	9.67	0.86905	0.86905	6225.05	6518.00	6518.00	True
LW65	9.83	0.86905	0.86905	6225.05	6518.00	6518.00	True
LW65	10.00	0.86905	0.86905	6225.05	6518.00	6518.00	True
LW65	10.17	0.86905	0.86905	6225.05	6518.00	6518.00	True
LW65	10.33	0.85609	0.85609	6225.05	6511.40	6511.40	True
LW65	10.50	0.85177	0.85177	6225.05	6509.20	6509.20	True
LW65	10.67	0.85177	0.85177	6225.05	6509.20	6509.20	True
LW65	10.83	0.83371	0.83371	6225.05	6500.00	6500.00	True
LW65	11.00	0.82585	0.82585	6225.05	6496.00	6496.00	True
LW65	11.17	0.82585	0.82585	6225.05	6496.00	6496.00	True
LW65	11.33	0.82585	0.82585	6225.05	6496.00	6496.00	True
LW65	11.50	0.82585	0.82585	6225.05	6496.00	6496.00	True
LW65	11.67	0.82585	0.82585	6225.05	6496.00	6496.00	True
LW65	11.83	0.82175	0.82175	6225.05	6493.91	6493.91	True
LW65	12.00	0.82585	0.82585	6225.05	6496.00	6496.00	True
LW65	12.17	0.79424	0.79424	6225.05	6479.90	6479.90	True
LW65	12.33	0.80328	0.80328	6225.05	6484.50	6484.50	True
LW65	12.50	0.80779	0.80779	6225.05	6486.80	6486.80	True
LW65	12.67	0.79876	0.79876	6225.05	6482.20	6482.20	True
LW65	12.83	0.79712	0.79712	6225.05	6481.36	6481.36	True
LW65	13.00	0.81231	0.81231	6225.05	6489.10	6489.10	True
LW65	13.17	0.78070	0.78070	6225.05	6473.00	6473.00	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