2026-04-20 A3.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 aureus
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus aureus | Run: 2026-04-20 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	2026-04-20 inc4	Run date	2026-04-20
Media	FB	Incubator	inc4
Well file	2026-04-20 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	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	14.09963	2.0-42.0 h
LW60	end_norm	0.50041	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.50041	2.0-42.0 h
LW60	max_norm	0.50041	2.0-42.0 h
LW60	min_norm	-0.00114	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	0.01205	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		2.0-42.0 h
LW62	end_norm		2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm		2.0-42.0 h
LW62	max_norm		2.0-42.0 h
LW62	min_norm		2.0-42.0 h
LW62	pct_abnormal_rows	0.03651	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.00000	2.0-42.0 h
LW62	slope_norm		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	0.05934	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.05643	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	0.68257	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	4.64077	2.0-42.0 h
LW65	end_norm	0.16727	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.16727	2.0-42.0 h
LW65	max_norm	0.16727	2.0-42.0 h
LW65	min_norm	0.00346	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	0.00352	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	27532.14000	265.42850	Ready
LW65	5	8298.20909	169.65613	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	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 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	0.00–67.17 h	-0.98994–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	-0.98994–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	-0.98994–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	-0.98994–1.00000 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	-0.32658	-0.32658	27516.50	23032.18	23032.18	True
LW60	0.17	-0.07312	-0.07312	27516.50	26524.60	26524.60	True
LW60	0.33	-0.03042	-0.03042	27516.50	27113.00	27113.00	True
LW60	0.50	-0.00669	-0.00669	27516.50	27440.00	27440.00	True
LW60	0.67	0.00630	0.00630	27516.50	27618.90	27618.90	True
LW60	0.83	0.01529	0.01529	27516.50	27742.80	27742.80	True
LW60	1.00	0.01552	0.01552	27516.50	27746.00	27746.00	True
LW60	1.17	0.01055	0.01055	27516.50	27677.50	27677.50	True
LW60	1.33	0.00582	0.00582	27516.50	27612.40	27612.40	True
LW60	1.50	0.00088	0.00088	27516.50	27544.20	27544.20	True
LW60	1.67	-0.00294	-0.00294	27516.50	27491.60	27491.60	True
LW60	1.83	-0.00103	-0.00103	27516.50	27518.00	27518.00	True
LW60	2.00	-0.00124	-0.00124	27516.50	27515.00	27515.00	True
LW60	2.17	-0.00103	-0.00103	27516.50	27518.00	27518.00	True
LW60	2.33	-0.00222	-0.00222	27516.50	27501.60	27501.60	True
LW60	2.50	-0.00342	-0.00342	27516.50	27485.00	27485.00	True
LW60	2.67	-0.00222	-0.00222	27516.50	27501.50	27501.50	True
LW60	2.83	-0.00222	-0.00222	27516.50	27501.50	27501.50	True
LW60	3.00	-0.00124	-0.00124	27516.50	27515.00	27515.00	True
LW60	3.17	-0.00103	-0.00103	27516.50	27518.00	27518.00	True
LW60	3.33	-0.00103	-0.00103	27516.50	27518.00	27518.00	True
LW60	3.50	-0.00103	-0.00103	27516.50	27518.00	27518.00	True
LW60	3.67	0.00065	0.00065	27516.50	27541.10	27541.10	True
LW60	3.83	0.00299	0.00299	27516.50	27573.40	27573.40	True
LW60	4.00	0.00434	0.00434	27516.50	27592.00	27592.00	True
LW60	4.17	0.00748	0.00748	27516.50	27635.20	27635.20	True
LW60	4.33	0.01220	0.01220	27516.50	27700.30	27700.30	True
LW60	4.50	0.02074	0.02074	27516.50	27817.90	27817.90	True
LW60	4.67	0.02832	0.02832	27516.50	27922.40	27922.40	True
LW60	4.83	0.03499	0.03499	27516.50	28014.20	28014.20	True
LW60	5.00	0.04121	0.04121	27516.50	28100.00	28100.00	True
LW60	5.17	0.04596	0.04596	27516.50	28165.40	28165.40	True
LW60	5.33	0.05098	0.05098	27516.50	28234.60	28234.60	True
LW60	5.50	0.05547	0.05547	27516.50	28296.40	28296.40	True
LW60	5.67	0.05930	0.05930	27516.50	28349.20	28349.20	True
LW60	5.83	0.06378	0.06378	27516.50	28411.00	28411.00	True
LW60	6.00	0.06984	0.06984	27516.50	28494.40	28494.40	True
LW60	6.17	0.07510	0.07510	27516.50	28567.00	28567.00	True
LW60	6.33	0.08233	0.08233	27516.50	28666.60	28666.60	True
LW60	6.50	0.09218	0.09218	27516.50	28802.30	28802.30	True
LW60	6.67	0.10303	0.10303	27516.50	28951.80	28951.80	True
LW60	6.83	0.11675	0.11675	27516.50	29140.82	29140.82	True
LW60	7.00	0.13356	0.13356	27516.50	29372.50	29372.50	True
LW60	7.17	0.15303	0.15303	27516.50	29640.80	29640.80	True
LW60	7.33	0.17577	0.17577	27516.50	29954.10	29954.10	True
LW60	7.50	0.20135	0.20135	27516.50	30306.60	30306.60	True
LW60	7.67	0.22729	0.22729	27516.50	30663.90	30663.90	True
LW60	7.83	0.25475	0.25475	27516.50	31042.36	31042.36	True
LW60	8.00	0.28238	0.28238	27516.50	31423.00	31423.00	True
LW60	8.17	0.30776	0.30776	27516.50	31772.70	31772.70	True
LW60	8.33	0.33151	0.33151	27516.50	32100.00	32100.00	True
LW60	8.50	0.35437	0.35437	27516.50	32415.00	32415.00	True
LW60	8.67	0.37475	0.37475	27516.50	32695.80	32695.80	True
LW60	8.83	0.39455	0.39455	27516.50	32968.64	32968.64	True
LW60	9.00	0.41274	0.41274	27516.50	33219.20	33219.20	True
LW60	9.17	0.43029	0.43029	27516.50	33461.10	33461.10	True
LW60	9.33	0.44556	0.44556	27516.50	33671.50	33671.50	True
LW60	9.50	0.46010	0.46010	27516.50	33871.80	33871.80	True
LW60	9.67	0.47445	0.47445	27516.50	34069.60	34069.60	True
LW60	9.83	0.48761	0.48761	27516.50	34250.91	34250.91	True
LW60	10.00	0.49875	0.49875	27516.50	34404.40	34404.40	True
LW60	10.17	0.51059	0.51059	27516.50	34567.50	34567.50	True
LW60	10.33	0.52057	0.52057	27516.50	34705.10	34705.10	True
LW60	10.50	0.53137	0.53137	27516.50	34853.90	34853.90	True
LW60	10.67	0.54116	0.54116	27516.50	34988.70	34988.70	True
LW60	10.83	0.55152	0.55152	27516.50	35131.45	35131.45	True
LW60	11.00	0.56076	0.56076	27516.50	35258.80	35258.80	True
LW60	11.17	0.57006	0.57006	27516.50	35387.00	35387.00	True
LW60	11.33	0.57887	0.57887	27516.50	35508.30	35508.30	True
LW60	11.50	0.58632	0.58632	27516.50	35611.00	35611.00	True
LW60	11.67	0.59462	0.59462	27516.50	35725.40	35725.40	True
LW60	11.83	0.60138	0.60138	27516.50	35818.55	35818.55	True
LW60	12.00	0.60800	0.60800	27516.50	35909.70	35909.70	True
LW60	12.17	0.61364	0.61364	27516.50	35987.40	35987.40	True
LW60	12.33	0.62115	0.62115	27516.50	36091.00	36091.00	True
LW60	12.50	0.62679	0.62679	27516.50	36168.70	36168.70	True
LW60	12.67	0.63190	0.63190	27516.50	36239.00	36239.00	True
LW60	12.83	0.63634	0.63634	27516.50	36300.18	36300.18	True
LW60	13.00	0.64217	0.64217	27516.50	36380.60	36380.60	True
LW60	13.17	0.64647	0.64647	27516.50	36439.80	36439.80	True
LW65	0.00	-0.98994	-0.98994	8518.00	6612.55	6612.55	True
LW65	0.17	-0.32800	-0.32800	8518.00	7739.70	7739.70	True
LW65	0.33	-0.15029	-0.15029	8518.00	8042.30	8042.30	True
LW65	0.50	-0.04188	-0.04188	8518.00	8226.90	8226.90	True
LW65	0.67	0.02143	0.02143	8518.00	8334.70	8334.70	True
LW65	0.83	0.07246	0.07246	8518.00	8421.60	8421.60	True
LW65	1.00	0.09827	0.09827	8518.00	8465.55	8465.55	True
LW65	1.17	0.10987	0.10987	8518.00	8485.30	8485.30	True
LW65	1.33	0.12068	0.12068	8518.00	8503.70	8503.70	True
LW65	1.50	0.11798	0.11798	8518.00	8499.10	8499.10	True
LW65	1.67	0.12344	0.12344	8518.00	8508.40	8508.40	True
LW65	1.83	0.13471	0.13471	8518.00	8527.60	8527.60	True
LW65	2.00	0.14637	0.14637	8518.00	8547.45	8547.45	True
LW65	2.17	0.15292	0.15292	8518.00	8558.60	8558.60	True
LW65	2.33	0.15562	0.15562	8518.00	8563.20	8563.20	True
LW65	2.50	0.15967	0.15967	8518.00	8570.10	8570.10	True
LW65	2.67	0.16373	0.16373	8518.00	8577.00	8577.00	True
LW65	2.83	0.16654	0.16654	8518.00	8581.80	8581.80	True
LW65	3.00	0.17654	0.17654	8518.00	8598.82	8598.82	True
LW65	3.17	0.17917	0.17917	8518.00	8603.30	8603.30	True
LW65	3.33	0.18457	0.18457	8518.00	8612.50	8612.50	True
LW65	3.50	0.19133	0.19133	8518.00	8624.00	8624.00	True
LW65	3.67	0.20119	0.20119	8518.00	8640.80	8640.80	True
LW65	3.83	0.20542	0.20542	8518.00	8648.00	8648.00	True
LW65	4.00	0.21824	0.21824	8518.00	8669.82	8669.82	True
LW65	4.17	0.22903	0.22903	8518.00	8688.20	8688.20	True
LW65	4.33	0.24976	0.24976	8518.00	8723.50	8723.50	True
LW65	4.50	0.27190	0.27190	8518.00	8761.20	8761.20	True
LW65	4.67	0.29557	0.29557	8518.00	8801.50	8801.50	True
LW65	4.83	0.31501	0.31501	8518.00	8834.60	8834.60	True
LW65	5.00	0.32923	0.32923	8518.00	8858.82	8858.82	True
LW65	5.17	0.33897	0.33897	8518.00	8875.40	8875.40	True
LW65	5.33	0.34731	0.34731	8518.00	8889.60	8889.60	True
LW65	5.50	0.35541	0.35541	8518.00	8903.40	8903.40	True
LW65	5.67	0.36234	0.36234	8518.00	8915.20	8915.20	True
LW65	5.83	0.37093	0.37093	8518.00	8929.82	8929.82	True
LW65	6.00	0.37503	0.37503	8518.00	8936.80	8936.80	True
LW65	6.17	0.38207	0.38207	8518.00	8948.80	8948.80	True
LW65	6.33	0.38630	0.38630	8518.00	8956.00	8956.00	True
LW65	6.50	0.39441	0.39441	8518.00	8969.80	8969.80	True
LW65	6.67	0.39711	0.39711	8518.00	8974.40	8974.40	True
LW65	6.83	0.40878	0.40878	8518.00	8994.27	8994.27	True
LW65	7.00	0.42095	0.42095	8518.00	9015.00	9015.00	True
LW65	7.17	0.42800	0.42800	8518.00	9027.00	9027.00	True
LW65	7.33	0.45055	0.45055	8518.00	9065.40	9065.40	True
LW65	7.50	0.46294	0.46294	8518.00	9086.50	9086.50	True
LW65	7.67	0.46429	0.46429	8518.00	9088.80	9088.80	True
LW65	7.83	0.46969	0.46969	8518.00	9098.00	9098.00	True
LW65	8.00	0.47110	0.47110	8518.00	9100.40	9100.40	True
LW65	8.17	0.47815	0.47815	8518.00	9112.40	9112.40	True
LW65	8.33	0.48097	0.48097	8518.00	9117.20	9117.20	True
LW65	8.50	0.49365	0.49365	8518.00	9138.80	9138.80	True
LW65	8.67	0.49929	0.49929	8518.00	9148.40	9148.40	True
LW65	8.83	0.50173	0.50173	8518.00	9152.55	9152.55	True
LW65	9.00	0.50775	0.50775	8518.00	9162.80	9162.80	True
LW65	9.17	0.51339	0.51339	8518.00	9172.40	9172.40	True
LW65	9.33	0.51762	0.51762	8518.00	9179.60	9179.60	True
LW65	9.50	0.51762	0.51762	8518.00	9179.60	9179.60	True
LW65	9.67	0.52742	0.52742	8518.00	9196.30	9196.30	True
LW65	9.83	0.53467	0.53467	8518.00	9208.64	9208.64	True
LW65	10.00	0.53958	0.53958	8518.00	9217.00	9217.00	True
LW65	10.17	0.54099	0.54099	8518.00	9219.40	9219.40	True
LW65	10.33	0.54240	0.54240	8518.00	9221.80	9221.80	True
LW65	10.50	0.54945	0.54945	8518.00	9233.80	9233.80	True
LW65	10.67	0.55508	0.55508	8518.00	9243.40	9243.40	True
LW65	10.83	0.56136	0.56136	8518.00	9254.09	9254.09	True
LW65	11.00	0.56918	0.56918	8518.00	9267.40	9267.40	True
LW65	11.17	0.57341	0.57341	8518.00	9274.60	9274.60	True
LW65	11.33	0.58186	0.58186	8518.00	9289.00	9289.00	True
LW65	11.50	0.58327	0.58327	8518.00	9291.40	9291.40	True
LW65	11.67	0.58468	0.58468	8518.00	9293.80	9293.80	True
LW65	11.83	0.59211	0.59211	8518.00	9306.45	9306.45	True
LW65	12.00	0.59596	0.59596	8518.00	9313.00	9313.00	True
LW65	12.17	0.59596	0.59596	8518.00	9313.00	9313.00	True
LW65	12.33	0.59596	0.59596	8518.00	9313.00	9313.00	True
LW65	12.50	0.60160	0.60160	8518.00	9322.60	9322.60	True
LW65	12.67	0.61005	0.61005	8518.00	9337.00	9337.00	True
LW65	12.83	0.61005	0.61005	8518.00	9337.00	9337.00	True
LW65	13.00	0.61992	0.61992	8518.00	9353.80	9353.80	True
LW65	13.17	0.62274	0.62274	8518.00	9358.60	9358.60	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