2026-04-20 C1.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 10/2
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus aureus 10/2 | 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 C1.xlsx	Well ID	C1
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	5.07449	2.0-42.0 h
LW60	end_norm	0.21197	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.21204	2.0-42.0 h
LW60	max_norm	0.21204	2.0-42.0 h
LW60	min_norm	0.00175	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	0.00556	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	0.36997	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	0.00000	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	1.00000	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	0.64730	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.64429	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	6.71109	2.0-42.0 h
LW65	end_norm	0.27153	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.27153	2.0-42.0 h
LW65	max_norm	0.27153	2.0-42.0 h
LW65	min_norm	0.00622	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	0.00650	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	8359.97091	125.19131	Ready
LW65	5	10560.85455	276.10205	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	6600.27–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	6600.27–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	6600.27–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	6600.27–49923.62 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	-0.88528	-0.88528	8426.70	6600.27	6600.27	True
LW60	0.17	-0.25792	-0.25792	8426.70	7847.30	7847.30	True
LW60	0.33	-0.09960	-0.09960	8426.70	8162.00	8162.00	True
LW60	0.50	-0.02021	-0.02021	8426.70	8319.80	8319.80	True
LW60	0.67	0.01762	0.01762	8426.70	8395.00	8395.00	True
LW60	0.83	0.04912	0.04912	8426.70	8457.60	8457.60	True
LW60	1.00	0.05307	0.05307	8426.70	8465.45	8465.45	True
LW60	1.17	0.05284	0.05284	8426.70	8465.00	8465.00	True
LW60	1.33	0.04645	0.04645	8426.70	8452.30	8452.30	True
LW60	1.50	0.03121	0.03121	8426.70	8422.00	8422.00	True
LW60	1.67	0.02914	0.02914	8426.70	8417.90	8417.90	True
LW60	1.83	0.03594	0.03594	8426.70	8431.40	8431.40	True
LW60	2.00	0.04099	0.04099	8426.70	8441.45	8441.45	True
LW60	2.17	0.04162	0.04162	8426.70	8442.70	8442.70	True
LW60	2.33	0.04333	0.04333	8426.70	8446.10	8446.10	True
LW60	2.50	0.04313	0.04313	8426.70	8445.70	8445.70	True
LW60	2.67	0.05203	0.05203	8426.70	8463.40	8463.40	True
LW60	2.83	0.05244	0.05244	8426.70	8464.20	8464.20	True
LW60	3.00	0.05284	0.05284	8426.70	8465.00	8465.00	True
LW60	3.17	0.05928	0.05928	8426.70	8477.80	8477.80	True
LW60	3.33	0.06486	0.06486	8426.70	8488.90	8488.90	True
LW60	3.50	0.06451	0.06451	8426.70	8488.20	8488.20	True
LW60	3.67	0.06667	0.06667	8426.70	8492.50	8492.50	True
LW60	3.83	0.07201	0.07201	8426.70	8503.10	8503.10	True
LW60	4.00	0.07648	0.07648	8426.70	8512.00	8512.00	True
LW60	4.17	0.07618	0.07618	8426.70	8511.40	8511.40	True
LW60	4.33	0.07583	0.07583	8426.70	8510.70	8510.70	True
LW60	4.50	0.08333	0.08333	8426.70	8525.60	8525.60	True
LW60	4.67	0.08760	0.08760	8426.70	8534.10	8534.10	True
LW60	4.83	0.09454	0.09454	8426.70	8547.90	8547.90	True
LW60	5.00	0.10077	0.10077	8426.70	8560.27	8560.27	True
LW60	5.17	0.10466	0.10466	8426.70	8568.00	8568.00	True
LW60	5.33	0.11150	0.11150	8426.70	8581.60	8581.60	True
LW60	5.50	0.11190	0.11190	8426.70	8582.40	8582.40	True
LW60	5.67	0.11266	0.11266	8426.70	8583.90	8583.90	True
LW60	5.83	0.11746	0.11746	8426.70	8593.45	8593.45	True
LW60	6.00	0.12312	0.12312	8426.70	8604.70	8604.70	True
LW60	6.17	0.12277	0.12277	8426.70	8604.00	8604.00	True
LW60	6.33	0.12936	0.12936	8426.70	8617.10	8617.10	True
LW60	6.50	0.13625	0.13625	8426.70	8630.80	8630.80	True
LW60	6.67	0.14420	0.14420	8426.70	8646.60	8646.60	True
LW60	6.83	0.14769	0.14769	8426.70	8653.55	8653.55	True
LW60	7.00	0.14792	0.14792	8426.70	8654.00	8654.00	True
LW60	7.17	0.15889	0.15889	8426.70	8675.80	8675.80	True
LW60	7.33	0.16191	0.16191	8426.70	8681.80	8681.80	True
LW60	7.50	0.16955	0.16955	8426.70	8697.00	8697.00	True
LW60	7.67	0.17277	0.17277	8426.70	8703.40	8703.40	True
LW60	7.83	0.18122	0.18122	8426.70	8720.18	8720.18	True
LW60	8.00	0.18575	0.18575	8426.70	8729.20	8729.20	True
LW60	8.17	0.19426	0.19426	8426.70	8746.10	8746.10	True
LW60	8.33	0.19682	0.19682	8426.70	8751.20	8751.20	True
LW60	8.50	0.20618	0.20618	8426.70	8769.80	8769.80	True
LW60	8.67	0.21901	0.21901	8426.70	8795.30	8795.30	True
LW60	8.83	0.21877	0.21877	8426.70	8794.82	8794.82	True
LW60	9.00	0.22811	0.22811	8426.70	8813.40	8813.40	True
LW60	9.17	0.23073	0.23073	8426.70	8818.60	8818.60	True
LW60	9.33	0.24140	0.24140	8426.70	8839.80	8839.80	True
LW60	9.50	0.24451	0.24451	8426.70	8846.00	8846.00	True
LW60	9.67	0.25473	0.25473	8426.70	8866.30	8866.30	True
LW60	9.83	0.25814	0.25814	8426.70	8873.09	8873.09	True
LW60	10.00	0.26665	0.26665	8426.70	8890.00	8890.00	True
LW60	10.17	0.27561	0.27561	8426.70	8907.80	8907.80	True
LW60	10.33	0.27983	0.27983	8426.70	8916.20	8916.20	True
LW60	10.50	0.28949	0.28949	8426.70	8935.40	8935.40	True
LW60	10.67	0.29251	0.29251	8426.70	8941.40	8941.40	True
LW60	10.83	0.30287	0.30287	8426.70	8962.00	8962.00	True
LW60	11.00	0.30861	0.30861	8426.70	8973.40	8973.40	True
LW60	11.17	0.31434	0.31434	8426.70	8984.80	8984.80	True
LW60	11.33	0.32410	0.32410	8426.70	9004.20	9004.20	True
LW60	11.50	0.32622	0.32622	8426.70	9008.40	9008.40	True
LW60	11.67	0.33708	0.33708	8426.70	9030.00	9030.00	True
LW60	11.83	0.33704	0.33704	8426.70	9029.91	9029.91	True
LW60	12.00	0.34875	0.34875	8426.70	9053.20	9053.20	True
LW60	12.17	0.34996	0.34996	8426.70	9055.60	9055.60	True
LW60	12.33	0.35877	0.35877	8426.70	9073.10	9073.10	True
LW60	12.50	0.36148	0.36148	8426.70	9078.50	9078.50	True
LW60	12.67	0.36455	0.36455	8426.70	9084.60	9084.60	True
LW60	12.83	0.37349	0.37349	8426.70	9102.36	9102.36	True
LW60	13.00	0.37522	0.37522	8426.70	9105.80	9105.80	True
LW60	13.17	0.38296	0.38296	8426.70	9121.20	9121.20	True
LW65	0.00	-0.68652	-0.68652	11024.90	8051.45	8051.45	True
LW65	0.17	-0.24369	-0.24369	11024.90	9670.10	9670.10	True
LW65	0.33	-0.11090	-0.11090	11024.90	10155.50	10155.50	True
LW65	0.50	-0.03410	-0.03410	11024.90	10436.20	10436.20	True
LW65	0.67	0.01208	0.01208	11024.90	10605.00	10605.00	True
LW65	0.83	0.05265	0.05265	11024.90	10753.30	10753.30	True
LW65	1.00	0.08027	0.08027	11024.90	10854.27	10854.27	True
LW65	1.17	0.09579	0.09579	11024.90	10911.00	10911.00	True
LW65	1.33	0.10353	0.10353	11024.90	10939.30	10939.30	True
LW65	1.50	0.10633	0.10633	11024.90	10949.50	10949.50	True
LW65	1.67	0.12003	0.12003	11024.90	10999.60	10999.60	True
LW65	1.83	0.13387	0.13387	11024.90	11050.20	11050.20	True
LW65	2.00	0.14571	0.14571	11024.90	11093.45	11093.45	True
LW65	2.17	0.16008	0.16008	11024.90	11146.00	11146.00	True
LW65	2.33	0.16794	0.16794	11024.90	11174.70	11174.70	True
LW65	2.50	0.17458	0.17458	11024.90	11199.00	11199.00	True
LW65	2.67	0.18503	0.18503	11024.90	11237.20	11237.20	True
LW65	2.83	0.19272	0.19272	11024.90	11265.30	11265.30	True
LW65	3.00	0.19863	0.19863	11024.90	11286.91	11286.91	True
LW65	3.17	0.20637	0.20637	11024.90	11315.20	11315.20	True
LW65	3.33	0.21286	0.21286	11024.90	11338.90	11338.90	True
LW65	3.50	0.21808	0.21808	11024.90	11358.00	11358.00	True
LW65	3.67	0.22402	0.22402	11024.90	11379.70	11379.70	True
LW65	3.83	0.22645	0.22645	11024.90	11388.60	11388.60	True
LW65	4.00	0.23375	0.23375	11024.90	11415.27	11415.27	True
LW65	4.17	0.23898	0.23898	11024.90	11434.40	11434.40	True
LW65	4.33	0.24087	0.24087	11024.90	11441.30	11441.30	True
LW65	4.50	0.24982	0.24982	11024.90	11474.00	11474.00	True
LW65	4.67	0.25348	0.25348	11024.90	11487.40	11487.40	True
LW65	4.83	0.25964	0.25964	11024.90	11509.90	11509.90	True
LW65	5.00	0.26574	0.26574	11024.90	11532.18	11532.18	True
LW65	5.17	0.27099	0.27099	11024.90	11551.40	11551.40	True
LW65	5.33	0.27819	0.27819	11024.90	11577.70	11577.70	True
LW65	5.50	0.28125	0.28125	11024.90	11588.90	11588.90	True
LW65	5.67	0.28568	0.28568	11024.90	11605.10	11605.10	True
LW65	5.83	0.28678	0.28678	11024.90	11609.09	11609.09	True
LW65	6.00	0.29116	0.29116	11024.90	11625.10	11625.10	True
LW65	6.17	0.29354	0.29354	11024.90	11633.80	11633.80	True
LW65	6.33	0.29605	0.29605	11024.90	11643.00	11643.00	True
LW65	6.50	0.30196	0.30196	11024.90	11664.60	11664.60	True
LW65	6.67	0.30297	0.30297	11024.90	11668.30	11668.30	True
LW65	6.83	0.30687	0.30687	11024.90	11682.55	11682.55	True
LW65	7.00	0.30795	0.30795	11024.90	11686.50	11686.50	True
LW65	7.17	0.30981	0.30981	11024.90	11693.30	11693.30	True
LW65	7.33	0.31351	0.31351	11024.90	11706.80	11706.80	True
LW65	7.50	0.31632	0.31632	11024.90	11717.10	11717.10	True
LW65	7.67	0.31895	0.31895	11024.90	11726.70	11726.70	True
LW65	7.83	0.32363	0.32363	11024.90	11743.82	11743.82	True
LW65	8.00	0.32721	0.32721	11024.90	11756.90	11756.90	True
LW65	8.17	0.32935	0.32935	11024.90	11764.70	11764.70	True
LW65	8.33	0.33009	0.33009	11024.90	11767.40	11767.40	True
LW65	8.50	0.33597	0.33597	11024.90	11788.90	11788.90	True
LW65	8.67	0.34078	0.34078	11024.90	11806.50	11806.50	True
LW65	8.83	0.34326	0.34326	11024.90	11815.55	11815.55	True
LW65	9.00	0.34872	0.34872	11024.90	11835.50	11835.50	True
LW65	9.17	0.35238	0.35238	11024.90	11848.90	11848.90	True
LW65	9.33	0.35840	0.35840	11024.90	11870.90	11870.90	True
LW65	9.50	0.36207	0.36207	11024.90	11884.30	11884.30	True
LW65	9.67	0.37077	0.37077	11024.90	11916.10	11916.10	True
LW65	9.83	0.37377	0.37377	11024.90	11927.09	11927.09	True
LW65	10.00	0.37985	0.37985	11024.90	11949.30	11949.30	True
LW65	10.17	0.38560	0.38560	11024.90	11970.30	11970.30	True
LW65	10.33	0.39011	0.39011	11024.90	11986.80	11986.80	True
LW65	10.50	0.39498	0.39498	11024.90	12004.60	12004.60	True
LW65	10.67	0.40089	0.40089	11024.90	12026.20	12026.20	True
LW65	10.83	0.40531	0.40531	11024.90	12042.36	12042.36	True
LW65	11.00	0.40945	0.40945	11024.90	12057.50	12057.50	True
LW65	11.17	0.41345	0.41345	11024.90	12072.10	12072.10	True
LW65	11.33	0.41632	0.41632	11024.90	12082.60	12082.60	True
LW65	11.50	0.42091	0.42091	11024.90	12099.40	12099.40	True
LW65	11.67	0.42641	0.42641	11024.90	12119.50	12119.50	True
LW65	11.83	0.42914	0.42914	11024.90	12129.45	12129.45	True
LW65	12.00	0.43645	0.43645	11024.90	12156.20	12156.20	True
LW65	12.17	0.43851	0.43851	11024.90	12163.70	12163.70	True
LW65	12.33	0.44302	0.44302	11024.90	12180.20	12180.20	True
LW65	12.50	0.44928	0.44928	11024.90	12203.10	12203.10	True
LW65	12.67	0.45462	0.45462	11024.90	12222.60	12222.60	True
LW65	12.83	0.45841	0.45841	11024.90	12236.45	12236.45	True
LW65	13.00	0.46294	0.46294	11024.90	12253.00	12253.00	True
LW65	13.17	0.46586	0.46586	11024.90	12263.70	12263.70	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