2026-04-20 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: Staphylococcus epidermidis
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus epidermidis | Run: 2026-04-20 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	2026-04-20 inc5	Run date	2026-04-20
Media	FB	Incubator	inc5
Well file	2026-04-20 B2.xlsx	Well ID	B2
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	NBF
Strain source	NBF	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	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	2.34982	2.0-42.0 h
LW60	end_norm	0.08364	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.09454	2.0-42.0 h
LW60	max_norm	0.09454	2.0-42.0 h
LW60	min_norm	-0.02076	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	0.00312	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	-0.90860	2.0-42.0 h
LW62	end_norm	-0.01104	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.04666	2.0-42.0 h
LW62	max_norm	0.00484	2.0-42.0 h
LW62	min_norm	-0.04666	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	-0.00047	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	0.35726	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.17050	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	0.48189	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	2.73443	2.0-42.0 h
LW65	end_norm	0.10072	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.10072	2.0-42.0 h
LW65	max_norm	0.10072	2.0-42.0 h
LW65	min_norm	0.00266	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	0.00297	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 808 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	40268.45091	482.61672	Ready
LW65	5	6295.12000	131.95275	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	0.00–67.17 h	5483.18–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	5483.18–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	5483.18–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	5483.18–49923.62 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	0.00–67.17 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 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	-0.79533	-0.79533	40681.09	33329.18	36881.43	True
LW60	0.17	-0.24319	-0.24319	40681.09	39232.80	39232.80	True
LW60	0.33	-0.15013	-0.15013	40681.09	39629.10	39629.10	True
LW60	0.50	-0.07114	-0.07114	40681.09	39965.50	39965.50	True
LW60	0.67	0.00353	0.00353	40681.09	40283.50	40283.50	True
LW60	0.83	0.10361	0.10361	40681.09	40709.70	40709.70	True
LW60	1.00	0.11412	0.11412	40681.09	40754.45	40754.45	True
LW60	1.17	0.10366	0.10366	40681.09	40709.90	40709.90	True
LW60	1.33	0.09805	0.09805	40681.09	40686.00	40686.00	True
LW60	1.50	0.10274	0.10274	40681.09	40706.00	40706.00	True
LW60	1.67	0.10087	0.10087	40681.09	40698.00	40698.00	True
LW60	1.83	0.09292	0.09292	40681.09	40664.18	40664.18	True
LW60	2.00	0.09147	0.09147	40681.09	40658.00	40658.00	True
LW60	2.17	0.08959	0.08959	40681.09	40650.00	40650.00	True
LW60	2.33	0.08314	0.08314	40681.09	40622.50	40622.50	True
LW60	2.50	0.06919	0.06919	40681.09	40563.10	40563.10	True
LW60	2.67	0.06001	0.06001	40681.09	40524.00	40524.00	True
LW60	2.83	0.05330	0.05330	40681.09	40495.45	40495.45	True
LW60	3.00	0.04331	0.04331	40681.09	40452.90	40452.90	True
LW60	3.17	0.03582	0.03582	40681.09	40421.00	40421.00	True
LW60	3.33	0.02842	0.02842	40681.09	40389.50	40389.50	True
LW60	3.50	0.02476	0.02476	40681.09	40373.90	40373.90	True
LW60	3.67	0.01835	0.01835	40681.09	40346.60	40346.60	True
LW60	3.83	0.01042	0.01042	40681.09	40312.82	40312.82	True
LW60	4.00	0.00163	0.00163	40681.09	40275.40	40275.40	True
LW60	4.17	-0.00753	-0.00753	40681.09	40236.40	40236.40	True
LW60	4.33	-0.01680	-0.01680	40681.09	40196.90	40196.90	True
LW60	4.50	-0.02147	-0.02147	40681.09	40177.00	40177.00	True
LW60	4.67	-0.02882	-0.02882	40681.09	40145.70	40145.70	True
LW60	4.83	-0.03490	-0.03490	40681.09	40119.82	40119.82	True
LW60	5.00	-0.04073	-0.04073	40681.09	40095.00	40095.00	True
LW60	5.17	-0.04531	-0.04531	40681.09	40075.50	40075.50	True
LW60	5.33	-0.04897	-0.04897	40681.09	40059.90	40059.90	True
LW60	5.50	-0.05364	-0.05364	40681.09	40040.00	40040.00	True
LW60	5.67	-0.05834	-0.05834	40681.09	40020.00	40020.00	True
LW60	5.83	-0.06094	-0.06094	40681.09	40008.91	40008.91	True
LW60	6.00	-0.06752	-0.06752	40681.09	39980.90	39980.90	True
LW60	6.17	-0.06844	-0.06844	40681.09	39977.00	39977.00	True
LW60	6.33	-0.07485	-0.07485	40681.09	39949.70	39949.70	True
LW60	6.50	-0.07943	-0.07943	40681.09	39930.20	39930.20	True
LW60	6.67	-0.07851	-0.07851	40681.09	39934.10	39934.10	True
LW60	6.83	-0.08509	-0.08509	40681.09	39906.09	39906.09	True
LW60	7.00	-0.08584	-0.08584	40681.09	39902.90	39902.90	True
LW60	7.17	-0.08584	-0.08584	40681.09	39902.90	39902.90	True
LW60	7.33	-0.08675	-0.08675	40681.09	39899.00	39899.00	True
LW60	7.50	-0.08675	-0.08675	40681.09	39899.00	39899.00	True
LW60	7.67	-0.09133	-0.09133	40681.09	39879.50	39879.50	True
LW60	7.83	-0.09591	-0.09591	40681.09	39860.00	39860.00	True
LW60	8.00	-0.09591	-0.09591	40681.09	39860.00	39860.00	True
LW60	8.17	-0.09683	-0.09683	40681.09	39856.10	39856.10	True
LW60	8.33	-0.09500	-0.09500	40681.09	39863.90	39863.90	True
LW60	8.50	-0.09591	-0.09591	40681.09	39860.00	39860.00	True
LW60	8.67	-0.09408	-0.09408	40681.09	39867.80	39867.80	True
LW60	8.83	-0.09508	-0.09508	40681.09	39863.55	39863.55	True
LW60	9.00	-0.09408	-0.09408	40681.09	39867.80	39867.80	True
LW60	9.17	-0.09774	-0.09774	40681.09	39852.20	39852.20	True
LW60	9.33	-0.10141	-0.10141	40681.09	39836.60	39836.60	True
LW60	9.50	-0.09866	-0.09866	40681.09	39848.30	39848.30	True
LW60	9.67	-0.09683	-0.09683	40681.09	39856.10	39856.10	True
LW60	9.83	-0.09341	-0.09341	40681.09	39870.64	39870.64	True
LW60	10.00	-0.09225	-0.09225	40681.09	39875.60	39875.60	True
LW60	10.17	-0.08858	-0.08858	40681.09	39891.20	39891.20	True
LW60	10.33	-0.08675	-0.08675	40681.09	39899.00	39899.00	True
LW60	10.50	-0.08309	-0.08309	40681.09	39914.60	39914.60	True
LW60	10.67	-0.07485	-0.07485	40681.09	39949.70	39949.70	True
LW60	10.83	-0.06594	-0.06594	40681.09	39987.64	39987.64	True
LW60	11.00	-0.05458	-0.05458	40681.09	40036.00	40036.00	True
LW60	11.17	-0.03981	-0.03981	40681.09	40098.90	40098.90	True
LW60	11.33	-0.01772	-0.01772	40681.09	40193.00	40193.00	True
LW60	11.50	0.00539	0.00539	40681.09	40291.40	40291.40	True
LW60	11.67	0.03310	0.03310	40681.09	40409.40	40409.40	True
LW60	11.83	0.07015	0.07015	40681.09	40567.18	40567.18	True
LW60	12.00	0.10270	0.10270	40681.09	40705.80	40705.80	True
LW60	12.17	0.13996	0.13996	40681.09	40864.50	40864.50	True
LW60	12.33	0.18566	0.18566	40681.09	41059.10	41059.10	True
LW60	12.50	0.22588	0.22588	40681.09	41230.40	41230.40	True
LW60	12.67	0.27557	0.27557	40681.09	41442.00	41442.00	True
LW60	12.83	0.31839	0.31839	40681.09	41624.36	41624.36	True
LW60	13.00	0.36320	0.36320	40681.09	41815.20	41815.20	True
LW60	13.17	0.40770	0.40770	40681.09	42004.70	42004.70	True
LW65	0.00			6503.00	5483.18		True
LW65	0.17	-0.35842	-0.35842	6503.00	5965.50	5976.78	True
LW65	0.33	-0.20392	-0.20392	6503.00	6114.00	6114.00	True
LW65	0.50	-0.08480	-0.08480	6503.00	6219.80	6219.80	True
LW65	0.67	0.01169	0.01169	6503.00	6305.50	6305.50	True
LW65	0.83	0.11617	0.11617	6503.00	6398.30	6398.30	True
LW65	1.00	0.16087	0.16087	6503.00	6438.00	6438.00	True
LW65	1.17	0.18992	0.18992	6503.00	6463.80	6463.80	True
LW65	1.33	0.20027	0.20027	6503.00	6473.00	6473.00	True
LW65	1.50	0.21840	0.21840	6503.00	6489.10	6489.10	True
LW65	1.67	0.22617	0.22617	6503.00	6496.00	6496.00	True
LW65	1.83	0.24193	0.24193	6503.00	6510.00	6510.00	True
LW65	2.00	0.25353	0.25353	6503.00	6520.30	6520.30	True
LW65	2.17	0.25612	0.25612	6503.00	6522.60	6522.60	True
LW65	2.33	0.25871	0.25871	6503.00	6524.90	6524.90	True
LW65	2.50	0.26648	0.26648	6503.00	6531.80	6531.80	True
LW65	2.67	0.27166	0.27166	6503.00	6536.40	6536.40	True
LW65	2.83	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	3.00	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	3.17	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	3.33	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	3.50	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	3.67	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	3.83	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	4.00	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	4.17	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	4.33	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	4.50	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	4.67	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	4.83	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	5.00	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	5.17	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	5.33	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	5.50	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	5.67	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	5.83	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	6.00	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	6.17	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	6.33	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	6.50	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	6.67	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	6.83	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	7.00	0.28201	0.28201	6503.00	6545.60	6545.60	True
LW65	7.17	0.28719	0.28719	6503.00	6550.20	6550.20	True
LW65	7.33	0.27943	0.27943	6503.00	6543.30	6543.30	True
LW65	7.50	0.28460	0.28460	6503.00	6547.90	6547.90	True
LW65	7.67	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	7.83	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	8.00	0.27943	0.27943	6503.00	6543.30	6543.30	True
LW65	8.17	0.27684	0.27684	6503.00	6541.00	6541.00	True
LW65	8.33	0.30273	0.30273	6503.00	6564.00	6564.00	True
LW65	8.50	0.30014	0.30014	6503.00	6561.70	6561.70	True
LW65	8.67	0.29755	0.29755	6503.00	6559.40	6559.40	True
LW65	8.83	0.30273	0.30273	6503.00	6564.00	6564.00	True
LW65	9.00	0.30014	0.30014	6503.00	6561.70	6561.70	True
LW65	9.17	0.30273	0.30273	6503.00	6564.00	6564.00	True
LW65	9.33	0.30014	0.30014	6503.00	6561.70	6561.70	True
LW65	9.50	0.30273	0.30273	6503.00	6564.00	6564.00	True
LW65	9.67	0.30273	0.30273	6503.00	6564.00	6564.00	True
LW65	9.83	0.30273	0.30273	6503.00	6564.00	6564.00	True
LW65	10.00	0.30273	0.30273	6503.00	6564.00	6564.00	True
LW65	10.17	0.30273	0.30273	6503.00	6564.00	6564.00	True
LW65	10.33	0.31050	0.31050	6503.00	6570.90	6570.90	True
LW65	10.50	0.32086	0.32086	6503.00	6580.10	6580.10	True
LW65	10.67	0.32604	0.32604	6503.00	6584.70	6584.70	True
LW65	10.83	0.32863	0.32863	6503.00	6587.00	6587.00	True
LW65	11.00	0.32863	0.32863	6503.00	6587.00	6587.00	True
LW65	11.17	0.32863	0.32863	6503.00	6587.00	6587.00	True
LW65	11.33	0.32863	0.32863	6503.00	6587.00	6587.00	True
LW65	11.50	0.35092	0.35092	6503.00	6606.80	6606.80	True
LW65	11.67	0.35599	0.35599	6503.00	6611.30	6611.30	True
LW65	11.83	0.37929	0.37929	6503.00	6632.00	6632.00	True
LW65	12.00	0.37929	0.37929	6503.00	6632.00	6632.00	True
LW65	12.17	0.39483	0.39483	6503.00	6645.80	6645.80	True
LW65	12.33	0.41555	0.41555	6503.00	6664.20	6664.20	True
LW65	12.50	0.43108	0.43108	6503.00	6678.00	6678.00	True
LW65	12.67	0.45338	0.45338	6503.00	6697.80	6697.80	True
LW65	12.83	0.46292	0.46292	6503.00	6706.27	6706.27	True
LW65	13.00	0.48434	0.48434	6503.00	6725.30	6725.30	True
LW65	13.17	0.50764	0.50764	6503.00	6746.00	6746.00	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