2026-04-22 C4.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: Enterococcus faecium
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Enterococcus faecium | Run: 2026-04-22 inc5 | 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	2026-04-22 inc5	Run date	2026-04-22
Media	FB	Incubator	inc5
Well file	2026-04-22 C4.xlsx	Well ID	C4
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 19434
Strain source	ATCC 19434	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	3.21660	2.0-42.0 h
LW60	end_norm	0.11031	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.11693	2.0-42.0 h
LW60	max_norm	0.11693	2.0-42.0 h
LW60	min_norm	-0.00341	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	0.00157	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	-13.03065	2.0-42.0 h
LW62	end_norm	-0.34538	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.50280	2.0-42.0 h
LW62	max_norm	-0.02135	2.0-42.0 h
LW62	min_norm	-0.50280	2.0-42.0 h
LW62	pct_abnormal_rows	0.00000	2.0-42.0 h
LW62	pct_missing_norm	0.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.00000	2.0-42.0 h
LW62	slope_norm	-0.00117	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	0.18423	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	2.51117	2.0-42.0 h
LW65	end_norm	0.08150	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.08150	2.0-42.0 h
LW65	max_norm	0.08150	2.0-42.0 h
LW65	min_norm	0.00324	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	0.00135	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 536 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	14277.41455	327.40803	Ready
LW65	5	7200.32000	136.19224	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	0.00–44.50 h	5948.64–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	5948.64–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	5948.64–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	5948.64–49923.62 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	0.00–44.50 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 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	14831.88	9308.18	11113.33	True
LW60	0.17	-0.39307	-0.39307	14831.88	13033.70	13033.70	True
LW60	0.33	-0.15446	-0.15446	14831.88	13788.70	13788.70	True
LW60	0.50	-0.04608	-0.04608	14831.88	14131.60	14131.60	True
LW60	0.67	0.02228	0.02228	14831.88	14347.90	14347.90	True
LW60	0.83	0.07391	0.07391	14831.88	14511.27	14511.27	True
LW60	1.00	0.10435	0.10435	14831.88	14607.60	14607.60	True
LW60	1.17	0.12502	0.12502	14831.88	14673.00	14673.00	True
LW60	1.33	0.14500	0.14500	14831.88	14736.20	14736.20	True
LW60	1.50	0.16172	0.16172	14831.88	14789.10	14789.10	True
LW60	1.67	0.17161	0.17161	14831.88	14820.40	14820.40	True
LW60	1.83	0.17887	0.17887	14831.88	14843.36	14843.36	True
LW60	2.00	0.18507	0.18507	14831.88	14863.00	14863.00	True
LW60	2.17	0.18507	0.18507	14831.88	14863.00	14863.00	True
LW60	2.33	0.18672	0.18672	14831.88	14868.20	14868.20	True
LW60	2.50	0.18507	0.18507	14831.88	14863.00	14863.00	True
LW60	2.67	0.18507	0.18507	14831.88	14863.00	14863.00	True
LW60	2.83	0.18275	0.18275	14831.88	14855.64	14855.64	True
LW60	3.00	0.17739	0.17739	14831.88	14838.70	14838.70	True
LW60	3.17	0.17490	0.17490	14831.88	14830.80	14830.80	True
LW60	3.33	0.17325	0.17325	14831.88	14825.60	14825.60	True
LW60	3.50	0.16832	0.16832	14831.88	14810.00	14810.00	True
LW60	3.67	0.16832	0.16832	14831.88	14810.00	14810.00	True
LW60	3.83	0.16608	0.16608	14831.88	14802.91	14802.91	True
LW60	4.00	0.16175	0.16175	14831.88	14789.20	14789.20	True
LW60	4.17	0.16093	0.16093	14831.88	14786.60	14786.60	True
LW60	4.33	0.16011	0.16011	14831.88	14784.00	14784.00	True
LW60	4.50	0.15925	0.15925	14831.88	14781.30	14781.30	True
LW60	4.67	0.15925	0.15925	14831.88	14781.30	14781.30	True
LW60	4.83	0.16011	0.16011	14831.88	14784.00	14784.00	True
LW60	5.00	0.16011	0.16011	14831.88	14784.00	14784.00	True
LW60	5.17	0.16586	0.16586	14831.88	14802.20	14802.20	True
LW60	5.33	0.17243	0.17243	14831.88	14823.00	14823.00	True
LW60	5.50	0.17995	0.17995	14831.88	14846.80	14846.80	True
LW60	5.67	0.19506	0.19506	14831.88	14894.60	14894.60	True
LW60	5.83	0.21682	0.21682	14831.88	14963.45	14963.45	True
LW60	6.00	0.23172	0.23172	14831.88	15010.60	15010.60	True
LW60	6.17	0.24098	0.24098	14831.88	15039.90	15039.90	True
LW60	6.33	0.25268	0.25268	14831.88	15076.90	15076.90	True
LW60	6.50	0.27445	0.27445	14831.88	15145.80	15145.80	True
LW60	6.67	0.31137	0.31137	14831.88	15262.60	15262.60	True
LW60	6.83	0.35873	0.35873	14831.88	15412.45	15412.45	True
LW60	7.00	0.40988	0.40988	14831.88	15574.30	15574.30	True
LW60	7.17	0.45978	0.45978	14831.88	15732.20	15732.20	True
LW60	7.33	0.50640	0.50640	14831.88	15879.70	15879.70	True
LW60	7.50	0.54556	0.54556	14831.88	16003.60	16003.60	True
LW60	7.67	0.57884	0.57884	14831.88	16108.90	16108.90	True
LW60	7.83	0.60777	0.60777	14831.88	16200.45	16200.45	True
LW60	8.00	0.63089	0.63089	14831.88	16273.60	16273.60	True
LW60	8.17	0.64625	0.64625	14831.88	16322.20	16322.20	True
LW60	8.33	0.66332	0.66332	14831.88	16376.20	16376.20	True
LW60	8.50	0.67441	0.67441	14831.88	16411.30	16411.30	True
LW60	8.67	0.68550	0.68550	14831.88	16446.40	16446.40	True
LW60	8.83	0.69310	0.69310	14831.88	16470.45	16470.45	True
LW60	9.00	0.69916	0.69916	14831.88	16489.60	16489.60	True
LW60	9.17	0.70086	0.70086	14831.88	16495.00	16495.00	True
LW60	9.33	0.70940	0.70940	14831.88	16522.00	16522.00	True
LW60	9.50	0.70940	0.70940	14831.88	16522.00	16522.00	True
LW60	9.67	0.71471	0.71471	14831.88	16538.80	16538.80	True
LW60	9.83	0.71824	0.71824	14831.88	16550.00	16550.00	True
LW60	10.00	0.71824	0.71824	14831.88	16550.00	16550.00	True
LW60	10.17	0.71995	0.71995	14831.88	16555.40	16555.40	True
LW60	10.33	0.72336	0.72336	14831.88	16566.20	16566.20	True
LW60	10.50	0.71910	0.71910	14831.88	16552.70	16552.70	True
LW60	10.67	0.71824	0.71824	14831.88	16550.00	16550.00	True
LW60	10.83	0.71824	0.71824	14831.88	16550.00	16550.00	True
LW60	11.00	0.71382	0.71382	14831.88	16536.00	16536.00	True
LW60	11.17	0.70854	0.70854	14831.88	16519.30	16519.30	True
LW60	11.33	0.70684	0.70684	14831.88	16513.90	16513.90	True
LW60	11.50	0.70086	0.70086	14831.88	16495.00	16495.00	True
LW60	11.67	0.69916	0.69916	14831.88	16489.60	16489.60	True
LW60	11.83	0.69233	0.69233	14831.88	16468.00	16468.00	True
LW60	12.00	0.68721	0.68721	14831.88	16451.80	16451.80	True
LW60	12.17	0.67612	0.67612	14831.88	16416.70	16416.70	True
LW60	12.33	0.67100	0.67100	14831.88	16400.50	16400.50	True
LW60	12.50	0.66588	0.66588	14831.88	16384.30	16384.30	True
LW60	12.67	0.65734	0.65734	14831.88	16357.30	16357.30	True
LW60	12.83	0.65044	0.65044	14831.88	16335.45	16335.45	True
LW60	13.00	0.64113	0.64113	14831.88	16306.00	16306.00	True
LW60	13.17	0.63260	0.63260	14831.88	16279.00	16279.00	True
LW65	0.00	-0.90001	-0.90001	7453.55	5948.64	6405.00	True
LW65	0.17	-0.49092	-0.49092	7453.55	6766.50	6766.50	True
LW65	0.33	-0.22228	-0.22228	7453.55	7003.90	7003.90	True
LW65	0.50	-0.07652	-0.07652	7453.55	7132.70	7132.70	True
LW65	0.67	0.02499	0.02499	7453.55	7222.40	7222.40	True
LW65	0.83	0.10827	0.10827	7453.55	7296.00	7296.00	True
LW65	1.00	0.16554	0.16554	7453.55	7346.60	7346.60	True
LW65	1.17	0.19937	0.19937	7453.55	7376.50	7376.50	True
LW65	1.33	0.23841	0.23841	7453.55	7411.00	7411.00	True
LW65	1.50	0.26704	0.26704	7453.55	7436.30	7436.30	True
LW65	1.67	0.28266	0.28266	7453.55	7450.10	7450.10	True
LW65	1.83	0.29047	0.29047	7453.55	7457.00	7457.00	True
LW65	2.00	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	2.17	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	2.33	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	2.50	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	2.67	0.32170	0.32170	7453.55	7484.60	7484.60	True
LW65	2.83	0.32123	0.32123	7453.55	7484.18	7484.18	True
LW65	3.00	0.32951	0.32951	7453.55	7491.50	7491.50	True
LW65	3.17	0.32430	0.32430	7453.55	7486.90	7486.90	True
LW65	3.33	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	3.50	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	3.67	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	3.83	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	4.00	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	4.17	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	4.33	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	4.50	0.31389	0.31389	7453.55	7477.70	7477.70	True
LW65	4.67	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	4.83	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	5.00	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	5.17	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	5.33	0.31649	0.31649	7453.55	7480.00	7480.00	True
LW65	5.50	0.33211	0.33211	7453.55	7493.80	7493.80	True
LW65	5.67	0.34252	0.34252	7453.55	7503.00	7503.00	True
LW65	5.83	0.35909	0.35909	7453.55	7517.64	7517.64	True
LW65	6.00	0.37941	0.37941	7453.55	7535.60	7535.60	True
LW65	6.17	0.40091	0.40091	7453.55	7554.60	7554.60	True
LW65	6.33	0.42174	0.42174	7453.55	7573.00	7573.00	True
LW65	6.50	0.45817	0.45817	7453.55	7605.20	7605.20	True
LW65	6.67	0.48681	0.48681	7453.55	7630.50	7630.50	True
LW65	6.83	0.54251	0.54251	7453.55	7679.73	7679.73	True
LW65	7.00	0.58944	0.58944	7453.55	7721.20	7721.20	True
LW65	7.17	0.63369	0.63369	7453.55	7760.30	7760.30	True
LW65	7.33	0.68145	0.68145	7453.55	7802.50	7802.50	True
LW65	7.50	0.71811	0.71811	7453.55	7834.90	7834.90	True
LW65	7.67	0.74934	0.74934	7453.55	7862.50	7862.50	True
LW65	7.83	0.77717	0.77717	7453.55	7887.09	7887.09	True
LW65	8.00	0.80253	0.80253	7453.55	7909.50	7909.50	True
LW65	8.17	0.81554	0.81554	7453.55	7921.00	7921.00	True
LW65	8.33	0.83897	0.83897	7453.55	7941.70	7941.70	True
LW65	8.50	0.84157	0.84157	7453.55	7944.00	7944.00	True
LW65	8.67	0.86873	0.86873	7453.55	7968.00	7968.00	True
LW65	8.83	0.86873	0.86873	7453.55	7968.00	7968.00	True
LW65	9.00	0.87394	0.87394	7453.55	7972.60	7972.60	True
LW65	9.17	0.88955	0.88955	7453.55	7986.40	7986.40	True
LW65	9.33	0.89476	0.89476	7453.55	7991.00	7991.00	True
LW65	9.50	0.89476	0.89476	7453.55	7991.00	7991.00	True
LW65	9.67	0.89996	0.89996	7453.55	7995.60	7995.60	True
LW65	9.83	0.89949	0.89949	7453.55	7995.18	7995.18	True
LW65	10.00	0.91558	0.91558	7453.55	8009.40	8009.40	True
LW65	10.17	0.92079	0.92079	7453.55	8014.00	8014.00	True
LW65	10.33	0.92079	0.92079	7453.55	8014.00	8014.00	True
LW65	10.50	0.92079	0.92079	7453.55	8014.00	8014.00	True
LW65	10.67	0.92079	0.92079	7453.55	8014.00	8014.00	True
LW65	10.83	0.92079	0.92079	7453.55	8014.00	8014.00	True
LW65	11.00	0.92079	0.92079	7453.55	8014.00	8014.00	True
LW65	11.17	0.92079	0.92079	7453.55	8014.00	8014.00	True
LW65	11.33	0.92079	0.92079	7453.55	8014.00	8014.00	True
LW65	11.50	0.92079	0.92079	7453.55	8014.00	8014.00	True
LW65	11.67	0.92079	0.92079	7453.55	8014.00	8014.00	True
LW65	11.83	0.92079	0.92079	7453.55	8014.00	8014.00	True
LW65	12.00	0.91558	0.91558	7453.55	8009.40	8009.40	True
LW65	12.17	0.90777	0.90777	7453.55	8002.50	8002.50	True
LW65	12.33	0.91037	0.91037	7453.55	8004.80	8004.80	True
LW65	12.50	0.90257	0.90257	7453.55	7997.90	7997.90	True
LW65	12.67	0.89736	0.89736	7453.55	7993.30	7993.30	True
LW65	12.83	0.89476	0.89476	7453.55	7991.00	7991.00	True
LW65	13.00	0.89476	0.89476	7453.55	7991.00	7991.00	True
LW65	13.17	0.89216	0.89216	7453.55	7988.70	7988.70	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