2026-04-15 C4.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: 2026-04-15 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	2026-04-15 inc4	Run date	2026-04-15
Media	FB	Incubator	inc4
Well file	2026-04-15 C4.xlsx	Well ID	C4
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	7.09887	2.0-42.0 h
LW60	end_norm	0.25051	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.28943	2.0-42.0 h
LW60	max_norm	0.28943	2.0-42.0 h
LW60	min_norm	-0.02556	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	0.00847	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	-19.71591	2.0-42.0 h
LW62	end_norm	-0.61456	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.76457	2.0-42.0 h
LW62	max_norm	0.76457	2.0-42.0 h
LW62	min_norm	-0.67830	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	0.00622	2.0-42.0 h
LW62	slope_norm	-0.01594	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	0.37307	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.36888	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-18.39087	2.0-42.0 h
LW64	end_norm	-0.64882	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.69381	2.0-42.0 h
LW64	max_norm	0.00000	2.0-42.0 h
LW64	min_norm	-0.69381	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	-0.01980	2.0-42.0 h
LW65	auc_norm	1.60544	2.0-42.0 h
LW65	end_norm	0.04107	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.06399	2.0-42.0 h
LW65	max_norm	0.06399	2.0-42.0 h
LW65	min_norm	-0.00887	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	0.00126	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 564 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	26943.96727	660.60815	Ready
LW65	5	21296.60727	241.20685	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	0.00–46.83 h	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 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	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 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	-0.67945	-0.67945	27903.87	20804.45	20804.45	True
LW60	0.17	-0.25000	-0.25000	27903.87	24685.00	24685.00	True
LW60	0.33	-0.10535	-0.10535	27903.87	25992.00	25992.00	True
LW60	0.50	-0.03812	-0.03812	27903.87	26599.50	26599.50	True
LW60	0.67	0.01483	0.01483	27903.87	27078.00	27078.00	True
LW60	0.83	0.05142	0.05142	27903.87	27408.64	27408.64	True
LW60	1.00	0.07722	0.07722	27903.87	27641.70	27641.70	True
LW60	1.17	0.09527	0.09527	27903.87	27804.80	27804.80	True
LW60	1.33	0.10689	0.10689	27903.87	27909.80	27909.80	True
LW60	1.50	0.10826	0.10826	27903.87	27922.20	27922.20	True
LW60	1.67	0.11045	0.11045	27903.87	27942.00	27942.00	True
LW60	1.83	0.10420	0.10420	27903.87	27885.55	27885.55	True
LW60	2.00	0.02731	0.02731	27903.87	27190.70	27190.70	True
LW60	2.17	0.04205	0.04205	27903.87	27323.90	27323.90	True
LW60	2.33	0.09166	0.09166	27903.87	27772.20	27772.20	True
LW60	2.50	0.13044	0.13044	27903.87	28122.60	28122.60	True
LW60	2.67	0.14532	0.14532	27903.87	28257.10	28257.10	True
LW60	2.83	0.15339	0.15339	27903.87	28330.00	28330.00	True
LW60	3.00	0.15917	0.15917	27903.87	28382.20	28382.20	True
LW60	3.17	0.15405	0.15405	27903.87	28336.00	28336.00	True
LW60	3.33	0.15077	0.15077	27903.87	28306.30	28306.30	True
LW60	3.50	0.13959	0.13959	27903.87	28205.30	28205.30	True
LW60	3.67	0.05346	0.05346	27903.87	27427.00	27427.00	True
LW60	3.83	0.07703	0.07703	27903.87	27640.00	27640.00	True
LW60	4.00	0.12498	0.12498	27903.87	28073.30	28073.30	True
LW60	4.17	0.14823	0.14823	27903.87	28283.40	28283.40	True
LW60	4.33	0.15734	0.15734	27903.87	28365.70	28365.70	True
LW60	4.50	0.16684	0.16684	27903.87	28451.50	28451.50	True
LW60	4.67	0.16684	0.16684	27903.87	28451.50	28451.50	True
LW60	4.83	0.16169	0.16169	27903.87	28405.00	28405.00	True
LW60	5.00	0.15751	0.15751	27903.87	28367.20	28367.20	True
LW60	5.17	0.12214	0.12214	27903.87	28047.60	28047.60	True
LW60	5.33	0.06497	0.06497	27903.87	27531.00	27531.00	True
LW60	5.50	0.09745	0.09745	27903.87	27824.50	27824.50	True
LW60	5.67	0.13951	0.13951	27903.87	28204.60	28204.60	True
LW60	5.83	0.15903	0.15903	27903.87	28381.00	28381.00	True
LW60	6.00	0.16793	0.16793	27903.87	28461.40	28461.40	True
LW60	6.17	0.17560	0.17560	27903.87	28530.70	28530.70	True
LW60	6.33	0.17195	0.17195	27903.87	28497.70	28497.70	True
LW60	6.50	0.16830	0.16830	27903.87	28464.70	28464.70	True
LW60	6.67	0.16464	0.16464	27903.87	28431.70	28431.70	True
LW60	6.83	0.11317	0.11317	27903.87	27966.55	27966.55	True
LW60	7.00	0.08516	0.08516	27903.87	27713.50	27713.50	True
LW60	7.17	0.12536	0.12536	27903.87	28076.70	28076.70	True
LW60	7.33	0.16416	0.16416	27903.87	28427.30	28427.30	True
LW60	7.50	0.18035	0.18035	27903.87	28573.60	28573.60	True
LW60	7.67	0.19191	0.19191	27903.87	28678.10	28678.10	True
LW60	7.83	0.20363	0.20363	27903.87	28784.00	28784.00	True
LW60	8.00	0.20493	0.20493	27903.87	28795.70	28795.70	True
LW60	8.17	0.20529	0.20529	27903.87	28799.00	28799.00	True
LW60	8.33	0.20675	0.20675	27903.87	28812.20	28812.20	True
LW60	8.50	0.14938	0.14938	27903.87	28293.80	28293.80	True
LW60	8.67	0.14679	0.14679	27903.87	28270.40	28270.40	True
LW60	8.83	0.18738	0.18738	27903.87	28637.18	28637.18	True
LW60	9.00	0.21925	0.21925	27903.87	28925.10	28925.10	True
LW60	9.17	0.23252	0.23252	27903.87	29045.00	29045.00	True
LW60	9.33	0.24357	0.24357	27903.87	29144.90	29144.90	True
LW60	9.50	0.24872	0.24872	27903.87	29191.40	29191.40	True
LW60	9.67	0.24543	0.24543	27903.87	29161.70	29161.70	True
LW60	9.83	0.24414	0.24414	27903.87	29150.00	29150.00	True
LW60	10.00	0.23255	0.23255	27903.87	29045.30	29045.30	True
LW60	10.17	0.17963	0.17963	27903.87	28567.10	28567.10	True
LW60	10.33	0.19063	0.19063	27903.87	28666.50	28666.50	True
LW60	10.50	0.22560	0.22560	27903.87	28982.50	28982.50	True
LW60	10.67	0.24875	0.24875	27903.87	29191.70	29191.70	True
LW60	10.83	0.25926	0.25926	27903.87	29286.64	29286.64	True
LW60	11.00	0.27097	0.27097	27903.87	29392.50	29392.50	True
LW60	11.17	0.27395	0.27395	27903.87	29419.40	29419.40	True
LW60	11.33	0.27207	0.27207	27903.87	29402.40	29402.40	True
LW60	11.50	0.27169	0.27169	27903.87	29399.00	29399.00	True
LW60	11.67	0.24548	0.24548	27903.87	29162.10	29162.10	True
LW60	11.83	0.22434	0.22434	27903.87	28971.09	28971.09	True
LW60	12.00	0.24508	0.24508	27903.87	29158.50	29158.50	True
LW60	12.17	0.27951	0.27951	27903.87	29469.60	29469.60	True
LW60	12.33	0.29770	0.29770	27903.87	29634.00	29634.00	True
LW60	12.50	0.31110	0.31110	27903.87	29755.10	29755.10	True
LW60	12.67	0.32418	0.32418	27903.87	29873.30	29873.30	True
LW60	12.83	0.32747	0.32747	27903.87	29903.00	29903.00	True
LW60	13.00	0.33086	0.33086	27903.87	29933.60	29933.60	True
LW60	13.17	0.33237	0.33237	27903.87	29947.30	29947.30	True
LW65	0.00	-0.85535	-0.85535	21537.86	19911.45	19911.45	True
LW65	0.17	-0.51279	-0.51279	21537.86	20466.20	20466.20	True
LW65	0.33	-0.22984	-0.22984	21537.86	20924.40	20924.40	True
LW65	0.50	-0.05731	-0.05731	21537.86	21203.80	21203.80	True
LW65	0.67	0.04057	0.04057	21537.86	21362.30	21362.30	True
LW65	0.83	0.10623	0.10623	21537.86	21468.64	21468.64	True
LW65	1.00	0.14036	0.14036	21537.86	21523.90	21523.90	True
LW65	1.17	0.14394	0.14394	21537.86	21529.70	21529.70	True
LW65	1.33	0.15901	0.15901	21537.86	21554.10	21554.10	True
LW65	1.50	0.14036	0.14036	21537.86	21523.90	21523.90	True
LW65	1.67	0.14036	0.14036	21537.86	21523.90	21523.90	True
LW65	1.83	0.15760	0.15760	21537.86	21551.82	21551.82	True
LW65	2.00	0.16401	0.16401	21537.86	21562.20	21562.20	True
LW65	2.17	0.11158	0.11158	21537.86	21477.30	21477.30	True
LW65	2.33	0.09126	0.09126	21537.86	21444.40	21444.40	True
LW65	2.50	0.12949	0.12949	21537.86	21506.30	21506.30	True
LW65	2.67	0.14042	0.14042	21537.86	21524.00	21524.00	True
LW65	2.83	0.15434	0.15434	21537.86	21546.55	21546.55	True
LW65	3.00	0.17315	0.17315	21537.86	21577.00	21577.00	True
LW65	3.17	0.16222	0.16222	21537.86	21559.30	21559.30	True
LW65	3.33	0.14406	0.14406	21537.86	21529.90	21529.90	True
LW65	3.50	0.13159	0.13159	21537.86	21509.70	21509.70	True
LW65	3.67	0.12399	0.12399	21537.86	21497.40	21497.40	True
LW65	3.83	0.08018	0.08018	21537.86	21426.45	21426.45	True
LW65	4.00	0.06940	0.06940	21537.86	21409.00	21409.00	True
LW65	4.17	0.09114	0.09114	21537.86	21444.20	21444.20	True
LW65	4.33	0.09485	0.09485	21537.86	21450.20	21450.20	True
LW65	4.50	0.11492	0.11492	21537.86	21482.70	21482.70	True
LW65	4.67	0.10399	0.10399	21537.86	21465.00	21465.00	True
LW65	4.83	0.10140	0.10140	21537.86	21460.82	21460.82	True
LW65	5.00	0.09911	0.09911	21537.86	21457.10	21457.10	True
LW65	5.17	0.10399	0.10399	21537.86	21465.00	21465.00	True
LW65	5.33	0.09843	0.09843	21537.86	21456.00	21456.00	True
LW65	5.50	0.03106	0.03106	21537.86	21346.90	21346.90	True
LW65	5.67	0.03297	0.03297	21537.86	21350.00	21350.00	True
LW65	5.83	0.04336	0.04336	21537.86	21366.82	21366.82	True
LW65	6.00	0.06755	0.06755	21537.86	21406.00	21406.00	True
LW65	6.17	0.06755	0.06755	21537.86	21406.00	21406.00	True
LW65	6.33	0.07126	0.07126	21537.86	21412.00	21412.00	True
LW65	6.50	0.06755	0.06755	21537.86	21406.00	21406.00	True
LW65	6.67	0.06385	0.06385	21537.86	21400.00	21400.00	True
LW65	6.83	0.08142	0.08142	21537.86	21428.45	21428.45	True
LW65	7.00	0.07848	0.07848	21537.86	21423.70	21423.70	True
LW65	7.17	0.05650	0.05650	21537.86	21388.10	21388.10	True
LW65	7.33	0.10676	0.10676	21537.86	21469.50	21469.50	True
LW65	7.50	0.17142	0.17142	21537.86	21574.20	21574.20	True
LW65	7.67	0.22137	0.22137	21537.86	21655.10	21655.10	True
LW65	7.83	0.28739	0.28739	21537.86	21762.00	21762.00	True
LW65	8.00	0.34525	0.34525	21537.86	21855.70	21855.70	True
LW65	8.17	0.40756	0.40756	21537.86	21956.60	21956.60	True
LW65	8.33	0.46091	0.46091	21537.86	22043.00	22043.00	True
LW65	8.50	0.52155	0.52155	21537.86	22141.20	22141.20	True
LW65	8.67	0.54736	0.54736	21537.86	22183.00	22183.00	True
LW65	8.83	0.57161	0.57161	21537.86	22222.27	22222.27	True
LW65	9.00	0.60664	0.60664	21537.86	22279.00	22279.00	True
LW65	9.17	0.64369	0.64369	21537.86	22339.00	22339.00	True
LW65	9.33	0.65481	0.65481	21537.86	22357.00	22357.00	True
LW65	9.50	0.68241	0.68241	21537.86	22401.70	22401.70	True
LW65	9.67	0.70606	0.70606	21537.86	22440.00	22440.00	True
LW65	9.83	0.72391	0.72391	21537.86	22468.91	22468.91	True
LW65	10.00	0.74682	0.74682	21537.86	22506.00	22506.00	True
LW65	10.17	0.77140	0.77140	21537.86	22545.80	22545.80	True
LW65	10.33	0.73577	0.73577	21537.86	22488.10	22488.10	True
LW65	10.50	0.72311	0.72311	21537.86	22467.60	22467.60	True
LW65	10.67	0.73015	0.73015	21537.86	22479.00	22479.00	True
LW65	10.83	0.75782	0.75782	21537.86	22523.82	22523.82	True
LW65	11.00	0.76942	0.76942	21537.86	22542.60	22542.60	True
LW65	11.17	0.78819	0.78819	21537.86	22573.00	22573.00	True
LW65	11.33	0.79004	0.79004	21537.86	22576.00	22576.00	True
LW65	11.50	0.78263	0.78263	21537.86	22564.00	22564.00	True
LW65	11.67	0.80116	0.80116	21537.86	22594.00	22594.00	True
LW65	11.83	0.80032	0.80032	21537.86	22592.64	22592.64	True
LW65	12.00	0.75059	0.75059	21537.86	22512.10	22512.10	True
LW65	12.17	0.75238	0.75238	21537.86	22515.00	22515.00	True
LW65	12.33	0.74318	0.74318	21537.86	22500.10	22500.10	True
LW65	12.50	0.74126	0.74126	21537.86	22497.00	22497.00	True
LW65	12.67	0.75429	0.75429	21537.86	22518.10	22518.10	True
LW65	12.83	0.73739	0.73739	21537.86	22490.73	22490.73	True
LW65	13.00	0.73015	0.73015	21537.86	22479.00	22479.00	True
LW65	13.17	0.72644	0.72644	21537.86	22473.00	22473.00	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