2026-04-20 A4.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
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus aureus | 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 A4.xlsx	Well ID	A4
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	9.09894	2.0-42.0 h
LW60	end_norm	0.34515	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.34515	2.0-42.0 h
LW60	max_norm	0.34515	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	0.00852	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	0.02527	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	0.00000	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.37759	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	0.68137	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	6.95126	2.0-42.0 h
LW65	end_norm	0.25009	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.25009	2.0-42.0 h
LW65	max_norm	0.25009	2.0-42.0 h
LW65	min_norm	0.00581	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	0.00495	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	3578.52000	33.80787	Ready
LW65	5	11221.28909	273.58710	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	3035.27–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	3035.27–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	3035.27–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	3035.27–49923.62 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	-0.42227	-0.42227	3584.00	3035.27	3035.27	True
LW60	0.17	-0.09772	-0.09772	3584.00	3452.80	3452.80	True
LW60	0.33	-0.04269	-0.04269	3584.00	3523.60	3523.60	True
LW60	0.50	-0.00600	-0.00600	3584.00	3570.80	3570.80	True
LW60	0.67	0.00752	0.00752	3584.00	3588.20	3588.20	True
LW60	0.83	0.02058	0.02058	3584.00	3605.00	3605.00	True
LW60	1.00	0.02058	0.02058	3584.00	3605.00	3605.00	True
LW60	1.17	0.01405	0.01405	3584.00	3596.60	3596.60	True
LW60	1.33	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	1.50	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	1.67	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	1.83	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	2.00	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	2.17	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	2.33	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	2.50	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	2.67	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	2.83	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	3.00	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	3.17	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	3.33	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	3.50	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	3.67	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	3.83	0.00426	0.00426	3584.00	3584.00	3584.00	True
LW60	4.00	0.01895	0.01895	3584.00	3602.90	3602.90	True
LW60	4.17	0.02058	0.02058	3584.00	3605.00	3605.00	True
LW60	4.33	0.02058	0.02058	3584.00	3605.00	3605.00	True
LW60	4.50	0.03038	0.03038	3584.00	3617.60	3617.60	True
LW60	4.67	0.03691	0.03691	3584.00	3626.00	3626.00	True
LW60	4.83	0.03691	0.03691	3584.00	3626.00	3626.00	True
LW60	5.00	0.03691	0.03691	3584.00	3626.00	3626.00	True
LW60	5.17	0.04888	0.04888	3584.00	3641.40	3641.40	True
LW60	5.33	0.05401	0.05401	3584.00	3648.00	3648.00	True
LW60	5.50	0.05401	0.05401	3584.00	3648.00	3648.00	True
LW60	5.67	0.05401	0.05401	3584.00	3648.00	3648.00	True
LW60	5.83	0.05994	0.05994	3584.00	3655.64	3655.64	True
LW60	6.00	0.07033	0.07033	3584.00	3669.00	3669.00	True
LW60	6.17	0.07033	0.07033	3584.00	3669.00	3669.00	True
LW60	6.33	0.07375	0.07375	3584.00	3673.40	3673.40	True
LW60	6.50	0.08743	0.08743	3584.00	3691.00	3691.00	True
LW60	6.67	0.10049	0.10049	3584.00	3707.80	3707.80	True
LW60	6.83	0.10687	0.10687	3584.00	3716.00	3716.00	True
LW60	7.00	0.12412	0.12412	3584.00	3738.20	3738.20	True
LW60	7.17	0.14060	0.14060	3584.00	3759.40	3759.40	True
LW60	7.33	0.15941	0.15941	3584.00	3783.60	3783.60	True
LW60	7.50	0.17791	0.17791	3584.00	3807.40	3807.40	True
LW60	7.67	0.19284	0.19284	3584.00	3826.60	3826.60	True
LW60	7.83	0.21371	0.21371	3584.00	3853.45	3853.45	True
LW60	8.00	0.23139	0.23139	3584.00	3876.20	3876.20	True
LW60	8.17	0.24966	0.24966	3584.00	3899.70	3899.70	True
LW60	8.33	0.26653	0.26653	3584.00	3921.40	3921.40	True
LW60	8.50	0.28876	0.28876	3584.00	3950.00	3950.00	True
LW60	8.67	0.30345	0.30345	3584.00	3968.90	3968.90	True
LW60	8.83	0.32218	0.32218	3584.00	3993.00	3993.00	True
LW60	9.00	0.33687	0.33687	3584.00	4011.90	4011.90	True
LW60	9.17	0.34877	0.34877	3584.00	4027.20	4027.20	True
LW60	9.33	0.36416	0.36416	3584.00	4047.00	4047.00	True
LW60	9.50	0.37434	0.37434	3584.00	4060.10	4060.10	True
LW60	9.67	0.38903	0.38903	3584.00	4079.00	4079.00	True
LW60	9.83	0.39991	0.39991	3584.00	4093.00	4093.00	True
LW60	10.00	0.40784	0.40784	3584.00	4103.20	4103.20	True
LW60	10.17	0.42323	0.42323	3584.00	4123.00	4123.00	True
LW60	10.33	0.43303	0.43303	3584.00	4135.60	4135.60	True
LW60	10.50	0.43956	0.43956	3584.00	4144.00	4144.00	True
LW60	10.67	0.44982	0.44982	3584.00	4157.20	4157.20	True
LW60	10.83	0.45821	0.45821	3584.00	4168.00	4168.00	True
LW60	11.00	0.47376	0.47376	3584.00	4188.00	4188.00	True
LW60	11.17	0.47376	0.47376	3584.00	4188.00	4188.00	True
LW60	11.33	0.48573	0.48573	3584.00	4203.40	4203.40	True
LW60	11.50	0.49086	0.49086	3584.00	4210.00	4210.00	True
LW60	11.67	0.49902	0.49902	3584.00	4220.50	4220.50	True
LW60	11.83	0.50718	0.50718	3584.00	4231.00	4231.00	True
LW60	12.00	0.50889	0.50889	3584.00	4233.20	4233.20	True
LW60	12.17	0.52428	0.52428	3584.00	4253.00	4253.00	True
LW60	12.33	0.52428	0.52428	3584.00	4253.00	4253.00	True
LW60	12.50	0.52428	0.52428	3584.00	4253.00	4253.00	True
LW60	12.67	0.53625	0.53625	3584.00	4268.40	4268.40	True
LW60	12.83	0.54138	0.54138	3584.00	4275.00	4275.00	True
LW60	13.00	0.54138	0.54138	3584.00	4275.00	4275.00	True
LW60	13.17	0.55335	0.55335	3584.00	4290.40	4290.40	True
LW65	0.00	-0.67407	-0.67407	11618.05	8681.18	8681.18	True
LW65	0.17	-0.24846	-0.24846	11618.05	10285.00	10285.00	True
LW65	0.33	-0.11103	-0.11103	11618.05	10802.90	10802.90	True
LW65	0.50	-0.03004	-0.03004	11618.05	11108.10	11108.10	True
LW65	0.67	0.02115	0.02115	11618.05	11301.00	11301.00	True
LW65	0.83	0.04952	0.04952	11618.05	11407.90	11407.90	True
LW65	1.00	0.07039	0.07039	11618.05	11486.55	11486.55	True
LW65	1.17	0.08046	0.08046	11618.05	11524.50	11524.50	True
LW65	1.33	0.08577	0.08577	11618.05	11544.50	11544.50	True
LW65	1.50	0.09041	0.09041	11618.05	11562.00	11562.00	True
LW65	1.67	0.09970	0.09970	11618.05	11597.00	11597.00	True
LW65	1.83	0.11087	0.11087	11618.05	11639.10	11639.10	True
LW65	2.00	0.12320	0.12320	11618.05	11685.55	11685.55	True
LW65	2.17	0.13394	0.13394	11618.05	11726.00	11726.00	True
LW65	2.33	0.14123	0.14123	11618.05	11753.50	11753.50	True
LW65	2.50	0.14720	0.14720	11618.05	11776.00	11776.00	True
LW65	2.67	0.15649	0.15649	11618.05	11811.00	11811.00	True
LW65	2.83	0.16180	0.16180	11618.05	11831.00	11831.00	True
LW65	3.00	0.16904	0.16904	11618.05	11858.27	11858.27	True
LW65	3.17	0.17573	0.17573	11618.05	11883.50	11883.50	True
LW65	3.33	0.18568	0.18568	11618.05	11921.00	11921.00	True
LW65	3.50	0.19455	0.19455	11618.05	11954.40	11954.40	True
LW65	3.67	0.20585	0.20585	11618.05	11997.00	11997.00	True
LW65	3.83	0.21996	0.21996	11618.05	12050.18	12050.18	True
LW65	4.00	0.24168	0.24168	11618.05	12132.00	12132.00	True
LW65	4.17	0.26782	0.26782	11618.05	12230.50	12230.50	True
LW65	4.33	0.29255	0.29255	11618.05	12323.70	12323.70	True
LW65	4.50	0.31871	0.31871	11618.05	12422.30	12422.30	True
LW65	4.67	0.33814	0.33814	11618.05	12495.50	12495.50	True
LW65	4.83	0.35501	0.35501	11618.05	12559.09	12559.09	True
LW65	5.00	0.36706	0.36706	11618.05	12604.50	12604.50	True
LW65	5.17	0.37776	0.37776	11618.05	12644.80	12644.80	True
LW65	5.33	0.38524	0.38524	11618.05	12673.00	12673.00	True
LW65	5.50	0.39198	0.39198	11618.05	12698.40	12698.40	True
LW65	5.67	0.39679	0.39679	11618.05	12716.50	12716.50	True
LW65	5.83	0.40155	0.40155	11618.05	12734.45	12734.45	True
LW65	6.00	0.40674	0.40674	11618.05	12754.00	12754.00	True
LW65	6.17	0.40939	0.40939	11618.05	12764.00	12764.00	True
LW65	6.33	0.41077	0.41077	11618.05	12769.20	12769.20	True
LW65	6.50	0.41491	0.41491	11618.05	12784.80	12784.80	True
LW65	6.67	0.41629	0.41629	11618.05	12790.00	12790.00	True
LW65	6.83	0.41870	0.41870	11618.05	12799.09	12799.09	True
LW65	7.00	0.42499	0.42499	11618.05	12822.80	12822.80	True
LW65	7.17	0.42982	0.42982	11618.05	12841.00	12841.00	True
LW65	7.33	0.43181	0.43181	11618.05	12848.50	12848.50	True
LW65	7.50	0.43991	0.43991	11618.05	12879.00	12879.00	True
LW65	7.67	0.44336	0.44336	11618.05	12892.00	12892.00	True
LW65	7.83	0.44336	0.44336	11618.05	12892.00	12892.00	True
LW65	8.00	0.44402	0.44402	11618.05	12894.50	12894.50	True
LW65	8.17	0.44999	0.44999	11618.05	12917.00	12917.00	True
LW65	8.33	0.45482	0.45482	11618.05	12935.20	12935.20	True
LW65	8.50	0.45955	0.45955	11618.05	12953.00	12953.00	True
LW65	8.67	0.46422	0.46422	11618.05	12970.60	12970.60	True
LW65	8.83	0.46729	0.46729	11618.05	12982.18	12982.18	True
LW65	9.00	0.47043	0.47043	11618.05	12994.00	12994.00	True
LW65	9.17	0.47374	0.47374	11618.05	13006.50	13006.50	True
LW65	9.33	0.47706	0.47706	11618.05	13019.00	13019.00	True
LW65	9.50	0.47982	0.47982	11618.05	13029.40	13029.40	True
LW65	9.67	0.48327	0.48327	11618.05	13042.40	13042.40	True
LW65	9.83	0.48647	0.48647	11618.05	13054.45	13054.45	True
LW65	10.00	0.48741	0.48741	11618.05	13058.00	13058.00	True
LW65	10.17	0.49152	0.49152	11618.05	13073.50	13073.50	True
LW65	10.33	0.49550	0.49550	11618.05	13088.50	13088.50	True
LW65	10.50	0.49749	0.49749	11618.05	13096.00	13096.00	True
LW65	10.67	0.49959	0.49959	11618.05	13103.90	13103.90	True
LW65	10.83	0.50314	0.50314	11618.05	13117.27	13117.27	True
LW65	11.00	0.50837	0.50837	11618.05	13137.00	13137.00	True
LW65	11.17	0.50837	0.50837	11618.05	13137.00	13137.00	True
LW65	11.33	0.51039	0.51039	11618.05	13144.60	13144.60	True
LW65	11.50	0.51448	0.51448	11618.05	13160.00	13160.00	True
LW65	11.67	0.51724	0.51724	11618.05	13170.40	13170.40	True
LW65	11.83	0.51730	0.51730	11618.05	13170.64	13170.64	True
LW65	12.00	0.52477	0.52477	11618.05	13198.80	13198.80	True
LW65	12.17	0.52682	0.52682	11618.05	13206.50	13206.50	True
LW65	12.33	0.53013	0.53013	11618.05	13219.00	13219.00	True
LW65	12.50	0.53215	0.53215	11618.05	13226.60	13226.60	True
LW65	12.67	0.53560	0.53560	11618.05	13239.60	13239.60	True
LW65	12.83	0.53836	0.53836	11618.05	13250.00	13250.00	True
LW65	13.00	0.53969	0.53969	11618.05	13255.00	13255.00	True
LW65	13.17	0.54300	0.54300	11618.05	13267.50	13267.50	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