2026-04-15 B3.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: Unknown
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Unknown | 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 B3.xlsx	Well ID	B3
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	2.45283	2.0-42.0 h
LW60	end_norm	0.09078	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.09631	2.0-42.0 h
LW60	max_norm	0.09631	2.0-42.0 h
LW60	min_norm	-0.01837	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	0.00281	2.0-42.0 h
LW61	auc_norm	34.22717	2.0-42.0 h
LW61	end_norm	1.27424	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	1.27754	2.0-42.0 h
LW61	max_norm	1.27754	2.0-42.0 h
LW61	min_norm	0.07109	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.21162	2.0-42.0 h
LW61	pct_saturated_rows	0.28567	2.0-42.0 h
LW61	slope_norm	0.03696	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	0.98672	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	0.00000	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	1.00000	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	0.01318	2.0-42.0 h
LW64	end_norm	0.05246	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.05246	2.0-42.0 h
LW64	max_norm	0.05246	2.0-42.0 h
LW64	min_norm	-0.03657	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	-0.00012	2.0-42.0 h
LW65	auc_norm	4.97403	2.0-42.0 h
LW65	end_norm	0.15791	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.17703	2.0-42.0 h
LW65	max_norm	0.17703	2.0-42.0 h
LW65	min_norm	-0.01314	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	0.00435	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	4322.56000	48.42317	Ready
LW65	5	14432.42364	382.85950	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	3677.55–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	3677.55–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	3677.55–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	3677.55–49923.62 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	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 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	4377.40	3677.55	3677.55	True
LW60	0.17	-0.21203	-0.21203	4377.40	4185.80	4185.80	True
LW60	0.33	-0.10784	-0.10784	4377.40	4253.00	4253.00	True
LW60	0.50	-0.03637	-0.03637	4377.40	4299.10	4299.10	True
LW60	0.67	0.01014	0.01014	4377.40	4329.10	4329.10	True
LW60	0.83	0.05122	0.05122	4377.40	4355.60	4355.60	True
LW60	1.00	0.08285	0.08285	4377.40	4376.00	4376.00	True
LW60	1.17	0.09525	0.09525	4377.40	4384.00	4384.00	True
LW60	1.33	0.09525	0.09525	4377.40	4384.00	4384.00	True
LW60	1.50	0.09525	0.09525	4377.40	4384.00	4384.00	True
LW60	1.67	0.07479	0.07479	4377.40	4370.80	4370.80	True
LW60	1.83	0.06425	0.06425	4377.40	4364.00	4364.00	True
LW60	2.00	0.11479	0.11479	4377.40	4396.60	4396.60	True
LW60	2.17	0.07510	0.07510	4377.40	4371.00	4371.00	True
LW60	2.33	0.06115	0.06115	4377.40	4362.00	4362.00	True
LW60	2.50	0.07138	0.07138	4377.40	4368.60	4368.60	True
LW60	2.67	0.08843	0.08843	4377.40	4379.60	4379.60	True
LW60	2.83	0.06115	0.06115	4377.40	4362.00	4362.00	True
LW60	3.00	0.06115	0.06115	4377.40	4362.00	4362.00	True
LW60	3.17	0.03386	0.03386	4377.40	4344.40	4344.40	True
LW60	3.33	0.02704	0.02704	4377.40	4340.00	4340.00	True
LW60	3.50	0.02363	0.02363	4377.40	4337.80	4337.80	True
LW60	3.67	0.08843	0.08843	4377.40	4379.60	4379.60	True
LW60	3.83	0.03324	0.03324	4377.40	4344.00	4344.00	True
LW60	4.00	0.02363	0.02363	4377.40	4337.80	4337.80	True
LW60	4.17	0.02704	0.02704	4377.40	4340.00	4340.00	True
LW60	4.33	0.02704	0.02704	4377.40	4340.00	4340.00	True
LW60	4.50	0.02363	0.02363	4377.40	4337.80	4337.80	True
LW60	4.67	-0.00366	-0.00366	4377.40	4320.20	4320.20	True
LW60	4.83	-0.00707	-0.00707	4377.40	4318.00	4318.00	True
LW60	5.00	-0.03312	-0.03312	4377.40	4301.20	4301.20	True
LW60	5.17	0.01743	0.01743	4377.40	4333.80	4333.80	True
LW60	5.33	0.04409	0.04409	4377.40	4351.00	4351.00	True
LW60	5.50	-0.02660	-0.02660	4377.40	4305.40	4305.40	True
LW60	5.67	-0.02986	-0.02986	4377.40	4303.30	4303.30	True
LW60	5.83	-0.00707	-0.00707	4377.40	4318.00	4318.00	True
LW60	6.00	-0.00707	-0.00707	4377.40	4318.00	4318.00	True
LW60	6.17	-0.01033	-0.01033	4377.40	4315.90	4315.90	True
LW60	6.33	-0.02660	-0.02660	4377.40	4305.40	4305.40	True
LW60	6.50	-0.03963	-0.03963	4377.40	4297.00	4297.00	True
LW60	6.67	-0.03963	-0.03963	4377.40	4297.00	4297.00	True
LW60	6.83	0.04592	0.04592	4377.40	4352.18	4352.18	True
LW60	7.00	0.03091	0.03091	4377.40	4342.50	4342.50	True
LW60	7.17	-0.00707	-0.00707	4377.40	4318.00	4318.00	True
LW60	7.33	0.00316	0.00316	4377.40	4324.60	4324.60	True
LW60	7.50	0.02719	0.02719	4377.40	4340.10	4340.10	True
LW60	7.67	0.03386	0.03386	4377.40	4344.40	4344.40	True
LW60	7.83	0.06115	0.06115	4377.40	4362.00	4362.00	True
LW60	8.00	0.06115	0.06115	4377.40	4362.00	4362.00	True
LW60	8.17	0.09184	0.09184	4377.40	4381.80	4381.80	True
LW60	8.33	0.09525	0.09525	4377.40	4384.00	4384.00	True
LW60	8.50	0.18579	0.18579	4377.40	4442.40	4442.40	True
LW60	8.67	0.16533	0.16533	4377.40	4429.20	4429.20	True
LW60	8.83	0.14642	0.14642	4377.40	4417.00	4417.00	True
LW60	9.00	0.16533	0.16533	4377.40	4429.20	4429.20	True
LW60	9.17	0.19603	0.19603	4377.40	4449.00	4449.00	True
LW60	9.33	0.20626	0.20626	4377.40	4455.60	4455.60	True
LW60	9.50	0.23013	0.23013	4377.40	4471.00	4471.00	True
LW60	9.67	0.23044	0.23044	4377.40	4471.20	4471.20	True
LW60	9.83	0.23028	0.23028	4377.40	4471.09	4471.09	True
LW60	10.00	0.26409	0.26409	4377.40	4492.90	4492.90	True
LW60	10.17	0.33091	0.33091	4377.40	4536.00	4536.00	True
LW60	10.33	0.28812	0.28812	4377.40	4508.40	4508.40	True
LW60	10.50	0.29494	0.29494	4377.40	4512.80	4512.80	True
LW60	10.67	0.31137	0.31137	4377.40	4523.40	4523.40	True
LW60	10.83	0.33091	0.33091	4377.40	4536.00	4536.00	True
LW60	11.00	0.33773	0.33773	4377.40	4540.40	4540.40	True
LW60	11.17	0.36160	0.36160	4377.40	4555.80	4555.80	True
LW60	11.33	0.36502	0.36502	4377.40	4558.00	4558.00	True
LW60	11.50	0.36502	0.36502	4377.40	4558.00	4558.00	True
LW60	11.67	0.38889	0.38889	4377.40	4573.40	4573.40	True
LW60	11.83	0.39602	0.39602	4377.40	4578.00	4578.00	True
LW60	12.00	0.36502	0.36502	4377.40	4558.00	4558.00	True
LW60	12.17	0.39230	0.39230	4377.40	4575.60	4575.60	True
LW60	12.33	0.39912	0.39912	4377.40	4580.00	4580.00	True
LW60	12.50	0.40253	0.40253	4377.40	4582.20	4582.20	True
LW60	12.67	0.41618	0.41618	4377.40	4591.00	4591.00	True
LW60	12.83	0.40532	0.40532	4377.40	4584.00	4584.00	True
LW60	13.00	0.39912	0.39912	4377.40	4580.00	4580.00	True
LW60	13.17	0.40936	0.40936	4377.40	4586.60	4586.60	True
LW65	0.00	-0.81789	-0.81789	15261.51	11544.64	11544.64	True
LW65	0.17	-0.28014	-0.28014	15261.51	13443.30	13443.30	True
LW65	0.33	-0.14927	-0.14927	15261.51	13905.40	13905.40	True
LW65	0.50	-0.06138	-0.06138	15261.51	14215.70	14215.70	True
LW65	0.67	0.01401	0.01401	15261.51	14481.90	14481.90	True
LW65	0.83	0.07134	0.07134	15261.51	14684.30	14684.30	True
LW65	1.00	0.12530	0.12530	15261.51	14874.82	14874.82	True
LW65	1.17	0.17129	0.17129	15261.51	15037.20	15037.20	True
LW65	1.33	0.20958	0.20958	15261.51	15172.40	15172.40	True
LW65	1.50	0.22909	0.22909	15261.51	15241.30	15241.30	True
LW65	1.67	0.24204	0.24204	15261.51	15287.00	15287.00	True
LW65	1.83	0.24054	0.24054	15261.51	15281.73	15281.73	True
LW65	2.00	0.17803	0.17803	15261.51	15061.00	15061.00	True
LW65	2.17	0.20227	0.20227	15261.51	15146.60	15146.60	True
LW65	2.33	0.24869	0.24869	15261.51	15310.50	15310.50	True
LW65	2.50	0.28642	0.28642	15261.51	15443.70	15443.70	True
LW65	2.67	0.30154	0.30154	15261.51	15497.10	15497.10	True
LW65	2.83	0.31390	0.31390	15261.51	15540.73	15540.73	True
LW65	3.00	0.31814	0.31814	15261.51	15555.70	15555.70	True
LW65	3.17	0.31584	0.31584	15261.51	15547.60	15547.60	True
LW65	3.33	0.31355	0.31355	15261.51	15539.50	15539.50	True
LW65	3.50	0.29469	0.29469	15261.51	15472.90	15472.90	True
LW65	3.67	0.21932	0.21932	15261.51	15206.80	15206.80	True
LW65	3.83	0.25154	0.25154	15261.51	15320.55	15320.55	True
LW65	4.00	0.29925	0.29925	15261.51	15489.00	15489.00	True
LW65	4.17	0.32120	0.32120	15261.51	15566.50	15566.50	True
LW65	4.33	0.33318	0.33318	15261.51	15608.80	15608.80	True
LW65	4.50	0.34080	0.34080	15261.51	15635.70	15635.70	True
LW65	4.67	0.33927	0.33927	15261.51	15630.30	15630.30	True
LW65	4.83	0.33656	0.33656	15261.51	15620.73	15620.73	True
LW65	5.00	0.32944	0.32944	15261.51	15595.60	15595.60	True
LW65	5.17	0.28041	0.28041	15261.51	15422.50	15422.50	True
LW65	5.33	0.24651	0.24651	15261.51	15302.80	15302.80	True
LW65	5.50	0.28565	0.28565	15261.51	15441.00	15441.00	True
LW65	5.67	0.32417	0.32417	15261.51	15577.00	15577.00	True
LW65	5.83	0.34281	0.34281	15261.51	15642.82	15642.82	True
LW65	6.00	0.35456	0.35456	15261.51	15684.30	15684.30	True
LW65	6.17	0.36122	0.36122	15261.51	15707.80	15707.80	True
LW65	6.33	0.35456	0.35456	15261.51	15684.30	15684.30	True
LW65	6.50	0.35227	0.35227	15261.51	15676.20	15676.20	True
LW65	6.67	0.34462	0.34462	15261.51	15649.20	15649.20	True
LW65	6.83	0.28506	0.28506	15261.51	15438.91	15438.91	True
LW65	7.00	0.27917	0.27917	15261.51	15418.10	15418.10	True
LW65	7.17	0.32494	0.32494	15261.51	15579.70	15579.70	True
LW65	7.33	0.36277	0.36277	15261.51	15713.30	15713.30	True
LW65	7.50	0.38345	0.38345	15261.51	15786.30	15786.30	True
LW65	7.67	0.39634	0.39634	15261.51	15831.80	15831.80	True
LW65	7.83	0.40762	0.40762	15261.51	15871.64	15871.64	True
LW65	8.00	0.41058	0.41058	15261.51	15882.10	15882.10	True
LW65	8.17	0.41594	0.41594	15261.51	15901.00	15901.00	True
LW65	8.33	0.41520	0.41520	15261.51	15898.40	15898.40	True
LW65	8.50	0.36062	0.36062	15261.51	15705.70	15705.70	True
LW65	8.67	0.38181	0.38181	15261.51	15780.50	15780.50	True
LW65	8.83	0.42987	0.42987	15261.51	15950.18	15950.18	True
LW65	9.00	0.46488	0.46488	15261.51	16073.80	16073.80	True
LW65	9.17	0.48552	0.48552	15261.51	16146.70	16146.70	True
LW65	9.33	0.49776	0.49776	15261.51	16189.90	16189.90	True
LW65	9.50	0.50694	0.50694	15261.51	16222.30	16222.30	True
LW65	9.67	0.51402	0.51402	15261.51	16247.30	16247.30	True
LW65	9.83	0.51473	0.51473	15261.51	16249.82	16249.82	True
LW65	10.00	0.49929	0.49929	15261.51	16195.30	16195.30	True
LW65	10.17	0.46794	0.46794	15261.51	16084.60	16084.60	True
LW65	10.33	0.49470	0.49470	15261.51	16179.10	16179.10	True
LW65	10.50	0.53294	0.53294	15261.51	16314.10	16314.10	True
LW65	10.67	0.55970	0.55970	15261.51	16408.60	16408.60	True
LW65	10.83	0.58139	0.58139	15261.51	16485.18	16485.18	True
LW65	11.00	0.59111	0.59111	15261.51	16519.50	16519.50	True
LW65	11.17	0.59816	0.59816	15261.51	16544.40	16544.40	True
LW65	11.33	0.59975	0.59975	15261.51	16550.00	16550.00	True
LW65	11.50	0.60051	0.60051	15261.51	16552.70	16552.70	True
LW65	11.67	0.57120	0.57120	15261.51	16449.20	16449.20	True
LW65	11.83	0.56749	0.56749	15261.51	16436.09	16436.09	True
LW65	12.00	0.59270	0.59270	15261.51	16525.10	16525.10	True
LW65	12.17	0.62731	0.62731	15261.51	16647.30	16647.30	True
LW65	12.33	0.64668	0.64668	15261.51	16715.70	16715.70	True
LW65	12.50	0.65821	0.65821	15261.51	16756.40	16756.40	True
LW65	12.67	0.66834	0.66834	15261.51	16792.20	16792.20	True
LW65	12.83	0.67053	0.67053	15261.51	16799.91	16799.91	True
LW65	13.00	0.66914	0.66914	15261.51	16795.00	16795.00	True
LW65	13.17	0.66211	0.66211	15261.51	16770.20	16770.20	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