2026-04-20 A2.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: #2
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: #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 A2.xlsx	Well ID	A2
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	12.81573	2.0-42.0 h
LW60	end_norm	0.45128	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.45128	2.0-42.0 h
LW60	max_norm	0.45128	2.0-42.0 h
LW60	min_norm	0.00000	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	0.01085	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	0.04715	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	0.06515	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.05228	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	0.22822	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	4.51302	2.0-42.0 h
LW65	end_norm	0.16002	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.16002	2.0-42.0 h
LW65	max_norm	0.16002	2.0-42.0 h
LW65	min_norm	0.00079	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	0.00333	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	18440.13455	184.21140	Ready
LW65	5	5612.12545	148.81147	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	4640.09–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	4640.09–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	4640.09–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	4640.09–49923.62 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	-0.21565	-0.21565	18511.00	15479.36	16622.00	True
LW60	0.17	-0.07569	-0.07569	18511.00	17802.00	17802.00	True
LW60	0.33	-0.03377	-0.03377	18511.00	18155.40	18155.40	True
LW60	0.50	-0.00853	-0.00853	18511.00	18368.20	18368.20	True
LW60	0.67	0.00608	0.00608	18511.00	18491.40	18491.40	True
LW60	0.83	0.01686	0.01686	18511.00	18582.27	18582.27	True
LW60	1.00	0.01937	0.01937	18511.00	18603.40	18603.40	True
LW60	1.17	0.01538	0.01538	18511.00	18569.80	18569.80	True
LW60	1.33	0.01306	0.01306	18511.00	18550.20	18550.20	True
LW60	1.50	0.01073	0.01073	18511.00	18530.60	18530.60	True
LW60	1.67	0.00841	0.00841	18511.00	18511.00	18511.00	True
LW60	1.83	0.00810	0.00810	18511.00	18508.45	18508.45	True
LW60	2.00	0.00841	0.00841	18511.00	18511.00	18511.00	True
LW60	2.17	0.01007	0.01007	18511.00	18525.00	18525.00	True
LW60	2.33	0.01040	0.01040	18511.00	18527.80	18527.80	True
LW60	2.50	0.00841	0.00841	18511.00	18511.00	18511.00	True
LW60	2.67	0.00940	0.00940	18511.00	18519.40	18519.40	True
LW60	2.83	0.01022	0.01022	18511.00	18526.27	18526.27	True
LW60	3.00	0.01073	0.01073	18511.00	18530.60	18530.60	True
LW60	3.17	0.01173	0.01173	18511.00	18539.00	18539.00	True
LW60	3.33	0.01173	0.01173	18511.00	18539.00	18539.00	True
LW60	3.50	0.01339	0.01339	18511.00	18553.00	18553.00	True
LW60	3.67	0.01472	0.01472	18511.00	18564.20	18564.20	True
LW60	3.83	0.01626	0.01626	18511.00	18577.18	18577.18	True
LW60	4.00	0.01903	0.01903	18511.00	18600.60	18600.60	True
LW60	4.17	0.02272	0.02272	18511.00	18631.70	18631.70	True
LW60	4.33	0.02945	0.02945	18511.00	18688.40	18688.40	True
LW60	4.50	0.03845	0.03845	18511.00	18764.30	18764.30	True
LW60	4.67	0.04850	0.04850	18511.00	18849.00	18849.00	True
LW60	4.83	0.05736	0.05736	18511.00	18923.73	18923.73	True
LW60	5.00	0.06524	0.06524	18511.00	18990.20	18990.20	True
LW60	5.17	0.06999	0.06999	18511.00	19030.20	19030.20	True
LW60	5.33	0.07465	0.07465	18511.00	19069.50	19069.50	True
LW60	5.50	0.07941	0.07941	18511.00	19109.60	19109.60	True
LW60	5.67	0.08447	0.08447	18511.00	19152.30	19152.30	True
LW60	5.83	0.08731	0.08731	18511.00	19176.27	19176.27	True
LW60	6.00	0.09082	0.09082	18511.00	19205.80	19205.80	True
LW60	6.17	0.09556	0.09556	18511.00	19245.80	19245.80	True
LW60	6.33	0.10130	0.10130	18511.00	19294.20	19294.20	True
LW60	6.50	0.10838	0.10838	18511.00	19353.90	19353.90	True
LW60	6.67	0.11720	0.11720	18511.00	19428.20	19428.20	True
LW60	6.83	0.12755	0.12755	18511.00	19515.45	19515.45	True
LW60	7.00	0.14159	0.14159	18511.00	19633.90	19633.90	True
LW60	7.17	0.15892	0.15892	18511.00	19780.00	19780.00	True
LW60	7.33	0.17940	0.17940	18511.00	19952.60	19952.60	True
LW60	7.50	0.20401	0.20401	18511.00	20160.10	20160.10	True
LW60	7.67	0.22970	0.22970	18511.00	20376.70	20376.70	True
LW60	7.83	0.25686	0.25686	18511.00	20605.73	20605.73	True
LW60	8.00	0.28494	0.28494	18511.00	20842.40	20842.40	True
LW60	8.17	0.31134	0.31134	18511.00	21065.00	21065.00	True
LW60	8.33	0.33606	0.33606	18511.00	21273.40	21273.40	True
LW60	8.50	0.35947	0.35947	18511.00	21470.80	21470.80	True
LW60	8.67	0.38226	0.38226	18511.00	21662.90	21662.90	True
LW60	8.83	0.40264	0.40264	18511.00	21834.73	21834.73	True
LW60	9.00	0.42310	0.42310	18511.00	22007.20	22007.20	True
LW60	9.17	0.43971	0.43971	18511.00	22147.30	22147.30	True
LW60	9.33	0.45605	0.45605	18511.00	22285.00	22285.00	True
LW60	9.50	0.47023	0.47023	18511.00	22404.60	22404.60	True
LW60	9.67	0.48589	0.48589	18511.00	22536.60	22536.60	True
LW60	9.83	0.49901	0.49901	18511.00	22647.18	22647.18	True
LW60	10.00	0.51120	0.51120	18511.00	22750.00	22750.00	True
LW60	10.17	0.52266	0.52266	18511.00	22846.60	22846.60	True
LW60	10.33	0.53303	0.53303	18511.00	22934.00	22934.00	True
LW60	10.50	0.54274	0.54274	18511.00	23015.90	23015.90	True
LW60	10.67	0.55281	0.55281	18511.00	23100.80	23100.80	True
LW60	10.83	0.56219	0.56219	18511.00	23179.91	23179.91	True
LW60	11.00	0.57150	0.57150	18511.00	23258.40	23258.40	True
LW60	11.17	0.58015	0.58015	18511.00	23331.30	23331.30	True
LW60	11.33	0.58919	0.58919	18511.00	23407.50	23407.50	True
LW60	11.50	0.59786	0.59786	18511.00	23480.60	23480.60	True
LW60	11.67	0.60546	0.60546	18511.00	23544.70	23544.70	True
LW60	11.83	0.61307	0.61307	18511.00	23608.82	23608.82	True
LW60	12.00	0.61885	0.61885	18511.00	23657.60	23657.60	True
LW60	12.17	0.62649	0.62649	18511.00	23722.00	23722.00	True
LW60	12.33	0.63271	0.63271	18511.00	23774.40	23774.40	True
LW60	12.50	0.63742	0.63742	18511.00	23814.10	23814.10	True
LW60	12.67	0.64252	0.64252	18511.00	23857.10	23857.10	True
LW60	12.83	0.64809	0.64809	18511.00	23904.09	23904.09	True
LW60	13.00	0.65233	0.65233	18511.00	23939.80	23939.80	True
LW60	13.17	0.65600	0.65600	18511.00	23970.80	23970.80	True
LW65	0.00	-0.81658	-0.81658	5815.40	4640.09	4640.09	True
LW65	0.17	-0.39578	-0.39578	5815.40	5141.00	5141.00	True
LW65	0.33	-0.18551	-0.18551	5815.40	5391.30	5391.30	True
LW65	0.50	-0.05647	-0.05647	5815.40	5544.90	5544.90	True
LW65	0.67	0.02585	0.02585	5815.40	5642.90	5642.90	True
LW65	0.83	0.08703	0.08703	5815.40	5715.73	5715.73	True
LW65	1.00	0.12910	0.12910	5815.40	5765.80	5765.80	True
LW65	1.17	0.14237	0.14237	5815.40	5781.60	5781.60	True
LW65	1.33	0.15531	0.15531	5815.40	5797.00	5797.00	True
LW65	1.50	0.16110	0.16110	5815.40	5803.90	5803.90	True
LW65	1.67	0.16690	0.16690	5815.40	5810.80	5810.80	True
LW65	1.83	0.17463	0.17463	5815.40	5820.00	5820.00	True
LW65	2.00	0.17463	0.17463	5815.40	5820.00	5820.00	True
LW65	2.17	0.18572	0.18572	5815.40	5833.20	5833.20	True
LW65	2.33	0.19126	0.19126	5815.40	5839.80	5839.80	True
LW65	2.50	0.19311	0.19311	5815.40	5842.00	5842.00	True
LW65	2.67	0.19311	0.19311	5815.40	5842.00	5842.00	True
LW65	2.83	0.19647	0.19647	5815.40	5846.00	5846.00	True
LW65	3.00	0.20050	0.20050	5815.40	5850.80	5850.80	True
LW65	3.17	0.20974	0.20974	5815.40	5861.80	5861.80	True
LW65	3.33	0.21352	0.21352	5815.40	5866.30	5866.30	True
LW65	3.50	0.21352	0.21352	5815.40	5866.30	5866.30	True
LW65	3.67	0.23091	0.23091	5815.40	5887.00	5887.00	True
LW65	3.83	0.23595	0.23595	5815.40	5893.00	5893.00	True
LW65	4.00	0.24940	0.24940	5815.40	5909.00	5909.00	True
LW65	4.17	0.26485	0.26485	5815.40	5927.40	5927.40	True
LW65	4.33	0.28359	0.28359	5815.40	5949.70	5949.70	True
LW65	4.50	0.31576	0.31576	5815.40	5988.00	5988.00	True
LW65	4.67	0.34987	0.34987	5815.40	6028.60	6028.60	True
LW65	4.83	0.37686	0.37686	5815.40	6060.73	6060.73	True
LW65	5.00	0.39691	0.39691	5815.40	6084.60	6084.60	True
LW65	5.17	0.41027	0.41027	5815.40	6100.50	6100.50	True
LW65	5.33	0.41993	0.41993	5815.40	6112.00	6112.00	True
LW65	5.50	0.42178	0.42178	5815.40	6114.20	6114.20	True
LW65	5.67	0.43472	0.43472	5815.40	6129.60	6129.60	True
LW65	5.83	0.43841	0.43841	5815.40	6134.00	6134.00	True
LW65	6.00	0.44034	0.44034	5815.40	6136.30	6136.30	True
LW65	6.17	0.44421	0.44421	5815.40	6140.90	6140.90	True
LW65	6.33	0.44421	0.44421	5815.40	6140.90	6140.90	True
LW65	6.50	0.45387	0.45387	5815.40	6152.40	6152.40	True
LW65	6.67	0.45773	0.45773	5815.40	6157.00	6157.00	True
LW65	6.83	0.45773	0.45773	5815.40	6157.00	6157.00	True
LW65	7.00	0.46697	0.46697	5815.40	6168.00	6168.00	True
LW65	7.17	0.47437	0.47437	5815.40	6176.80	6176.80	True
LW65	7.33	0.47622	0.47622	5815.40	6179.00	6179.00	True
LW65	7.50	0.47815	0.47815	5815.40	6181.30	6181.30	True
LW65	7.67	0.49360	0.49360	5815.40	6199.70	6199.70	True
LW65	7.83	0.49554	0.49554	5815.40	6202.00	6202.00	True
LW65	8.00	0.49554	0.49554	5815.40	6202.00	6202.00	True
LW65	8.17	0.50663	0.50663	5815.40	6215.20	6215.20	True
LW65	8.33	0.51402	0.51402	5815.40	6224.00	6224.00	True
LW65	8.50	0.51402	0.51402	5815.40	6224.00	6224.00	True
LW65	8.67	0.53141	0.53141	5815.40	6244.70	6244.70	True
LW65	8.83	0.53334	0.53334	5815.40	6247.00	6247.00	True
LW65	9.00	0.53519	0.53519	5815.40	6249.20	6249.20	True
LW65	9.17	0.54073	0.54073	5815.40	6255.80	6255.80	True
LW65	9.33	0.55182	0.55182	5815.40	6269.00	6269.00	True
LW65	9.50	0.55182	0.55182	5815.40	6269.00	6269.00	True
LW65	9.67	0.55182	0.55182	5815.40	6269.00	6269.00	True
LW65	9.83	0.56763	0.56763	5815.40	6287.82	6287.82	True
LW65	10.00	0.56921	0.56921	5815.40	6289.70	6289.70	True
LW65	10.17	0.57114	0.57114	5815.40	6292.00	6292.00	True
LW65	10.33	0.57114	0.57114	5815.40	6292.00	6292.00	True
LW65	10.50	0.57501	0.57501	5815.40	6296.60	6296.60	True
LW65	10.67	0.58467	0.58467	5815.40	6308.10	6308.10	True
LW65	10.83	0.58871	0.58871	5815.40	6312.91	6312.91	True
LW65	11.00	0.59231	0.59231	5815.40	6317.20	6317.20	True
LW65	11.17	0.59047	0.59047	5815.40	6315.00	6315.00	True
LW65	11.33	0.59416	0.59416	5815.40	6319.40	6319.40	True
LW65	11.50	0.60525	0.60525	5815.40	6332.60	6332.60	True
LW65	11.67	0.60710	0.60710	5815.40	6334.80	6334.80	True
LW65	11.83	0.60895	0.60895	5815.40	6337.00	6337.00	True
LW65	12.00	0.60895	0.60895	5815.40	6337.00	6337.00	True
LW65	12.17	0.60895	0.60895	5815.40	6337.00	6337.00	True
LW65	12.33	0.62440	0.62440	5815.40	6355.40	6355.40	True
LW65	12.50	0.61861	0.61861	5815.40	6348.50	6348.50	True
LW65	12.67	0.62827	0.62827	5815.40	6360.00	6360.00	True
LW65	12.83	0.62827	0.62827	5815.40	6360.00	6360.00	True
LW65	13.00	0.62827	0.62827	5815.40	6360.00	6360.00	True
LW65	13.17	0.62827	0.62827	5815.40	6360.00	6360.00	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