05-29-26_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: FB media blank
Dataset: FB-v0
Medium: FB
Role: blank

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: FB media blank | Run: 2026-05-29 inc5_Deyu | Role: blank

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	2026-05-29 inc5_Deyu	Run date	2026-05-29
Media	FB	Incubator	inc5
Well file	05-29-26_C1.xlsx	Well ID	C1
Sample role	blank	Sample status	inferred_blank
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group	inferred_blank
Strain source	FB blank	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	0.20657	2.0-42.0 h
LW60	end_norm	0.01260	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.01260	2.0-42.0 h
LW60	max_norm	0.01260	2.0-42.0 h
LW60	min_norm	-0.00226	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	0.00035	2.0-42.0 h
LW61	auc_norm	1.40000	2.0-42.0 h
LW61	end_norm	0.05671	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.05671	2.0-42.0 h
LW61	max_norm	0.05671	2.0-42.0 h
LW61	min_norm	0.00284	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.00000	2.0-42.0 h
LW61	pct_saturated_rows	0.00000	2.0-42.0 h
LW61	slope_norm	0.00107	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	-17.91949	2.0-42.0 h
LW63	end_norm	-0.53186	2.0-42.0 h
LW63	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW63	max_abs_norm	0.53190	2.0-42.0 h
LW63	max_norm	-0.05999	2.0-42.0 h
LW63	min_norm	-0.53190	2.0-42.0 h
LW63	pct_abnormal_rows	0.00000	2.0-42.0 h
LW63	pct_missing_norm	0.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.00000	2.0-42.0 h
LW63	slope_norm	-0.00650	2.0-42.0 h
LW64	auc_norm	-7.49157	2.0-42.0 h
LW64	end_norm	-0.29531	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.29531	2.0-42.0 h
LW64	max_norm	-0.00943	2.0-42.0 h
LW64	min_norm	-0.29531	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	-0.00634	2.0-42.0 h
LW65	auc_norm	1.06258	2.0-42.0 h
LW65	end_norm	0.03833	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.03833	2.0-42.0 h
LW65	max_norm	0.03833	2.0-42.0 h
LW65	min_norm	0.00162	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	0.00071	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 534 source points

Control overlay: mean of 4 control samples matched from the same experimental run. 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	85530.66000	214.46461	Ready
LW65	5	7924.85273	55.01242	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	0.00–44.33 h	6406.23–86927.70 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	6406.23–86927.70 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	6406.23–86927.70 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	6406.23–86927.70 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	0.00–44.33 h	-1.00000–0.99847 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	-1.00000–0.99847 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	-1.00000–0.99847 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	-1.00000–0.99847 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	85824.35	79625.09	82511.43	True
LW60	0.17	-0.29251	-0.29251	85824.35	84647.50	84647.50	True
LW60	0.33	-0.11432	-0.11432	85824.35	85185.50	85185.50	True
LW60	0.50	-0.01857	-0.01857	85824.35	85474.60	85474.60	True
LW60	0.67	0.02303	0.02303	85824.35	85600.20	85600.20	True
LW60	0.83	0.04483	0.04483	85824.35	85666.00	85666.00	True
LW60	1.00	0.06503	0.06503	85824.35	85727.00	85727.00	True
LW60	1.17	0.08040	0.08040	85824.35	85773.40	85773.40	True
LW60	1.33	0.10895	0.10895	85824.35	85859.60	85859.60	True
LW60	1.50	0.08977	0.08977	85824.35	85801.70	85801.70	True
LW60	1.67	0.10478	0.10478	85824.35	85847.00	85847.00	True
LW60	1.83	0.11140	0.11140	85824.35	85867.00	85867.00	True
LW60	2.00	0.08647	0.08647	85824.35	85791.73	85791.73	True
LW60	2.17	0.08643	0.08643	85824.35	85791.60	85791.60	True
LW60	2.33	0.08570	0.08570	85824.35	85789.40	85789.40	True
LW60	2.50	0.07255	0.07255	85824.35	85749.70	85749.70	True
LW60	2.67	0.06705	0.06705	85824.35	85733.10	85733.10	True
LW60	2.83	0.07255	0.07255	85824.35	85749.70	85749.70	True
LW60	3.00	0.07385	0.07385	85824.35	85753.64	85753.64	True
LW60	3.17	0.06284	0.06284	85824.35	85720.40	85720.40	True
LW60	3.33	0.07344	0.07344	85824.35	85752.40	85752.40	True
LW60	3.50	0.05334	0.05334	85824.35	85691.70	85691.70	True
LW60	3.67	0.04347	0.04347	85824.35	85661.90	85661.90	True
LW60	3.83	0.05778	0.05778	85824.35	85705.10	85705.10	True
LW60	4.00	0.06708	0.06708	85824.35	85733.20	85733.20	True
LW60	4.17	0.06762	0.06762	85824.35	85734.82	85734.82	True
LW60	4.33	0.06235	0.06235	85824.35	85718.90	85718.90	True
LW60	4.50	0.04324	0.04324	85824.35	85661.20	85661.20	True
LW60	4.67	0.04840	0.04840	85824.35	85676.80	85676.80	True
LW60	4.83	0.04691	0.04691	85824.35	85672.30	85672.30	True
LW60	5.00	0.03731	0.03731	85824.35	85643.30	85643.30	True
LW60	5.17	0.03944	0.03944	85824.35	85649.73	85649.73	True
LW60	5.33	0.03310	0.03310	85824.35	85630.60	85630.60	True
LW60	5.50	0.04380	0.04380	85824.35	85662.90	85662.90	True
LW60	5.67	0.03873	0.03873	85824.35	85647.60	85647.60	True
LW60	5.83	0.03731	0.03731	85824.35	85643.30	85643.30	True
LW60	6.00	0.04098	0.04098	85824.35	85654.40	85654.40	True
LW60	6.17	0.04745	0.04745	85824.35	85673.91	85673.91	True
LW60	6.33	0.05529	0.05529	85824.35	85697.60	85697.60	True
LW60	6.50	0.06231	0.06231	85824.35	85718.80	85718.80	True
LW60	6.67	0.05314	0.05314	85824.35	85691.10	85691.10	True
LW60	6.83	0.04996	0.04996	85824.35	85681.50	85681.50	True
LW60	7.00	0.05880	0.05880	85824.35	85708.20	85708.20	True
LW60	7.17	0.06480	0.06480	85824.35	85726.30	85726.30	True
LW60	7.33	0.04633	0.04633	85824.35	85670.55	85670.55	True
LW60	7.50	0.05052	0.05052	85824.35	85683.20	85683.20	True
LW60	7.67	0.05529	0.05529	85824.35	85697.60	85697.60	True
LW60	7.83	0.05274	0.05274	85824.35	85689.90	85689.90	True
LW60	8.00	0.06069	0.06069	85824.35	85713.90	85713.90	True
LW60	8.17	0.06808	0.06808	85824.35	85736.20	85736.20	True
LW60	8.33	0.06536	0.06536	85824.35	85728.00	85728.00	True
LW60	8.50	0.05036	0.05036	85824.35	85682.70	85682.70	True
LW60	8.67	0.06708	0.06708	85824.35	85733.20	85733.20	True
LW60	8.83	0.07818	0.07818	85824.35	85766.70	85766.70	True
LW60	9.00	0.05860	0.05860	85824.35	85707.60	85707.60	True
LW60	9.17	0.09017	0.09017	85824.35	85802.90	85802.90	True
LW60	9.33	0.09469	0.09469	85824.35	85816.55	85816.55	True
LW60	9.50	0.09189	0.09189	85824.35	85808.10	85808.10	True
LW60	9.67	0.09613	0.09613	85824.35	85820.90	85820.90	True
LW60	9.83	0.09852	0.09852	85824.35	85828.10	85828.10	True
LW60	10.00	0.09702	0.09702	85824.35	85823.60	85823.60	True
LW60	10.17	0.10577	0.10577	85824.35	85850.00	85850.00	True
LW60	10.33	0.10583	0.10583	85824.35	85850.18	85850.18	True
LW60	10.50	0.09736	0.09736	85824.35	85824.60	85824.60	True
LW60	10.67	0.08904	0.08904	85824.35	85799.50	85799.50	True
LW60	10.83	0.09500	0.09500	85824.35	85817.50	85817.50	True
LW60	11.00	0.11826	0.11826	85824.35	85887.70	85887.70	True
LW60	11.17	0.10855	0.10855	85824.35	85858.40	85858.40	True
LW60	11.33	0.11190	0.11190	85824.35	85868.50	85868.50	True
LW60	11.50	0.11829	0.11829	85824.35	85887.82	85887.82	True
LW60	11.67	0.12544	0.12544	85824.35	85909.40	85909.40	True
LW60	11.83	0.13448	0.13448	85824.35	85936.70	85936.70	True
LW60	12.00	0.12365	0.12365	85824.35	85904.00	85904.00	True
LW60	12.17	0.13674	0.13674	85824.35	85943.50	85943.50	True
LW60	12.33	0.13776	0.13776	85824.35	85946.60	85946.60	True
LW60	12.50	0.13910	0.13910	85824.35	85950.64	85950.64	True
LW60	12.67	0.16270	0.16270	85824.35	86021.90	86021.90	True
LW60	12.83	0.17045	0.17045	85824.35	86045.30	86045.30	True
LW60	13.00	0.15757	0.15757	85824.35	86006.40	86006.40	True
LW60	13.17	0.15774	0.15774	85824.35	86006.90	86006.90	True
LW65	0.00	-1.00000	-1.00000	8062.25	7385.27	7385.27	True
LW65	0.17	-0.31664	-0.31664	8062.25	7754.00	7754.00	True
LW65	0.33	-0.14447	-0.14447	8062.25	7846.90	7846.90	True
LW65	0.50	-0.04940	-0.04940	8062.25	7898.20	7898.20	True
LW65	0.67	0.00898	0.00898	8062.25	7929.70	7929.70	True
LW65	0.83	0.06903	0.06903	8062.25	7962.10	7962.10	True
LW65	1.00	0.11585	0.11585	8062.25	7987.36	7987.36	True
LW65	1.17	0.14687	0.14687	8062.25	8004.10	8004.10	True
LW65	1.33	0.18616	0.18616	8062.25	8025.30	8025.30	True
LW65	1.50	0.21136	0.21136	8062.25	8038.90	8038.90	True
LW65	1.67	0.24120	0.24120	8062.25	8055.00	8055.00	True
LW65	1.83	0.26807	0.26807	8062.25	8069.50	8069.50	True
LW65	2.00	0.27877	0.27877	8062.25	8075.27	8075.27	True
LW65	2.17	0.28902	0.28902	8062.25	8080.80	8080.80	True
LW65	2.33	0.32182	0.32182	8062.25	8098.50	8098.50	True
LW65	2.50	0.32441	0.32441	8062.25	8099.90	8099.90	True
LW65	2.67	0.32312	0.32312	8062.25	8099.20	8099.20	True
LW65	2.83	0.33294	0.33294	8062.25	8104.50	8104.50	True
LW65	3.00	0.36217	0.36217	8062.25	8120.27	8120.27	True
LW65	3.17	0.36537	0.36537	8062.25	8122.00	8122.00	True
LW65	3.33	0.36852	0.36852	8062.25	8123.70	8123.70	True
LW65	3.50	0.36667	0.36667	8062.25	8122.70	8122.70	True
LW65	3.67	0.36519	0.36519	8062.25	8121.90	8121.90	True
LW65	3.83	0.38038	0.38038	8062.25	8130.10	8130.10	True
LW65	4.00	0.40596	0.40596	8062.25	8143.90	8143.90	True
LW65	4.17	0.41356	0.41356	8062.25	8148.00	8148.00	True
LW65	4.33	0.41059	0.41059	8062.25	8146.40	8146.40	True
LW65	4.50	0.40911	0.40911	8062.25	8145.60	8145.60	True
LW65	4.67	0.41133	0.41133	8062.25	8146.80	8146.80	True
LW65	4.83	0.41226	0.41226	8062.25	8147.30	8147.30	True
LW65	5.00	0.41022	0.41022	8062.25	8146.20	8146.20	True
LW65	5.17	0.42586	0.42586	8062.25	8154.64	8154.64	True
LW65	5.33	0.44414	0.44414	8062.25	8164.50	8164.50	True
LW65	5.50	0.45099	0.45099	8062.25	8168.20	8168.20	True
LW65	5.67	0.45248	0.45248	8062.25	8169.00	8169.00	True
LW65	5.83	0.45396	0.45396	8062.25	8169.80	8169.80	True
LW65	6.00	0.45285	0.45285	8062.25	8169.20	8169.20	True
LW65	6.17	0.45433	0.45433	8062.25	8170.00	8170.00	True
LW65	6.33	0.45489	0.45489	8062.25	8170.30	8170.30	True
LW65	6.50	0.45452	0.45452	8062.25	8170.10	8170.10	True
LW65	6.67	0.45841	0.45841	8062.25	8172.20	8172.20	True
LW65	6.83	0.47527	0.47527	8062.25	8181.30	8181.30	True
LW65	7.00	0.49825	0.49825	8062.25	8193.70	8193.70	True
LW65	7.17	0.49733	0.49733	8062.25	8193.20	8193.20	True
LW65	7.33	0.49443	0.49443	8062.25	8191.64	8191.64	True
LW65	7.50	0.49473	0.49473	8062.25	8191.80	8191.80	True
LW65	7.67	0.49862	0.49862	8062.25	8193.90	8193.90	True
LW65	7.83	0.49936	0.49936	8062.25	8194.30	8194.30	True
LW65	8.00	0.49955	0.49955	8062.25	8194.40	8194.40	True
LW65	8.17	0.50177	0.50177	8062.25	8195.60	8195.60	True
LW65	8.33	0.50117	0.50117	8062.25	8195.27	8195.27	True
LW65	8.50	0.49529	0.49529	8062.25	8192.10	8192.10	True
LW65	8.67	0.49714	0.49714	8062.25	8193.10	8193.10	True
LW65	8.83	0.50289	0.50289	8062.25	8196.20	8196.20	True
LW65	9.00	0.50289	0.50289	8062.25	8196.20	8196.20	True
LW65	9.17	0.50511	0.50511	8062.25	8197.40	8197.40	True
LW65	9.33	0.52829	0.52829	8062.25	8209.91	8209.91	True
LW65	9.50	0.54162	0.54162	8062.25	8217.10	8217.10	True
LW65	9.67	0.53903	0.53903	8062.25	8215.70	8215.70	True
LW65	9.83	0.53828	0.53828	8062.25	8215.30	8215.30	True
LW65	10.00	0.54440	0.54440	8062.25	8218.60	8218.60	True
LW65	10.17	0.54088	0.54088	8062.25	8216.70	8216.70	True
LW65	10.33	0.54076	0.54076	8062.25	8216.64	8216.64	True
LW65	10.50	0.54255	0.54255	8062.25	8217.60	8217.60	True
LW65	10.67	0.53921	0.53921	8062.25	8215.80	8215.80	True
LW65	10.83	0.53847	0.53847	8062.25	8215.40	8215.40	True
LW65	11.00	0.54143	0.54143	8062.25	8217.00	8217.00	True
LW65	11.17	0.53921	0.53921	8062.25	8215.80	8215.80	True
LW65	11.33	0.53940	0.53940	8062.25	8215.90	8215.90	True
LW65	11.50	0.54110	0.54110	8062.25	8216.82	8216.82	True
LW65	11.67	0.55774	0.55774	8062.25	8225.80	8225.80	True
LW65	11.83	0.54922	0.54922	8062.25	8221.20	8221.20	True
LW65	12.00	0.56868	0.56868	8062.25	8231.70	8231.70	True
LW65	12.17	0.57998	0.57998	8062.25	8237.80	8237.80	True
LW65	12.33	0.58054	0.58054	8062.25	8238.10	8238.10	True
LW65	12.50	0.57665	0.57665	8062.25	8236.00	8236.00	True
LW65	12.67	0.58221	0.58221	8062.25	8239.00	8239.00	True
LW65	12.83	0.58758	0.58758	8062.25	8241.90	8241.90	True
LW65	13.00	0.58443	0.58443	8062.25	8240.20	8240.20	True
LW65	13.17	0.58388	0.58388	8062.25	8239.90	8239.90	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