2026-04-24 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: Elizabethkingia meningoseptica
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Elizabethkingia meningoseptica | Run: 2026-04-24 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	2026-04-24 inc5	Run date	2026-04-24
Media	FB	Incubator	inc5
Well file	2026-04-24 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	ATCC 13253
Strain source	ATCC 13253	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	0.27820	2.0-42.0 h
LW60	end_norm	0.05920	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.05920	2.0-42.0 h
LW60	max_norm	0.05920	2.0-42.0 h
LW60	min_norm	-0.00922	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	0.00075	2.0-42.0 h
LW61	auc_norm	28.07745	2.0-42.0 h
LW61	end_norm	1.15814	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	1.23756	2.0-42.0 h
LW61	max_norm	1.23756	2.0-42.0 h
LW61	min_norm	0.14828	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.39419	2.0-42.0 h
LW61	pct_saturated_rows	0.50717	2.0-42.0 h
LW61	slope_norm	0.01075	2.0-42.0 h
LW62	auc_norm	-3.28487	2.0-42.0 h
LW62	end_norm	-0.12415	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.20661	2.0-42.0 h
LW62	max_norm	-0.01496	2.0-42.0 h
LW62	min_norm	-0.20661	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	0.00167	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		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	-0.36036	2.0-42.0 h
LW65	end_norm	0.00204	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.01596	2.0-42.0 h
LW65	max_norm	0.00985	2.0-42.0 h
LW65	min_norm	-0.01596	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	-0.00017	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 556 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	13467.63455	565.23157	Ready
LW65	5	8682.00182	296.91674	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	0.00–46.17 h	6276.73–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.17 h	6276.73–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.17 h	6276.73–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.17 h	6276.73–49923.62 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	0.00–46.17 h	-1.00000–0.96695 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.17 h	-1.00000–0.96695 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.17 h	-1.00000–0.96695 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.17 h	-1.00000–0.96695 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	14560.63	8826.73	10603.00	True
LW60	0.17	-0.53512	-0.53512	14560.63	11934.70	11934.70	True
LW60	0.33	-0.28092	-0.28092	14560.63	12662.90	12662.90	True
LW60	0.50	-0.10558	-0.10558	14560.63	13165.20	13165.20	True
LW60	0.67	0.03532	0.03532	14560.63	13568.80	13568.80	True
LW60	0.83	0.13846	0.13846	14560.63	13864.27	13864.27	True
LW60	1.00	0.21272	0.21272	14560.63	14077.00	14077.00	True
LW60	1.17	0.26718	0.26718	14560.63	14233.00	14233.00	True
LW60	1.33	0.31004	0.31004	14560.63	14355.80	14355.80	True
LW60	1.50	0.34195	0.34195	14560.63	14447.20	14447.20	True
LW60	1.67	0.37044	0.37044	14560.63	14528.80	14528.80	True
LW60	1.83	0.39266	0.39266	14560.63	14592.45	14592.45	True
LW60	2.00	0.41526	0.41526	14560.63	14657.20	14657.20	True
LW60	2.17	0.42723	0.42723	14560.63	14691.50	14691.50	True
LW60	2.33	0.44374	0.44374	14560.63	14738.80	14738.80	True
LW60	2.50	0.45108	0.45108	14560.63	14759.80	14759.80	True
LW60	2.67	0.45952	0.45952	14560.63	14784.00	14784.00	True
LW60	2.83	0.46695	0.46695	14560.63	14805.27	14805.27	True
LW60	3.00	0.46860	0.46860	14560.63	14810.00	14810.00	True
LW60	3.17	0.46860	0.46860	14560.63	14810.00	14810.00	True
LW60	3.33	0.46951	0.46951	14560.63	14812.60	14812.60	True
LW60	3.50	0.46951	0.46951	14560.63	14812.60	14812.60	True
LW60	3.67	0.46860	0.46860	14560.63	14810.00	14810.00	True
LW60	3.83	0.46860	0.46860	14560.63	14810.00	14810.00	True
LW60	4.00	0.46860	0.46860	14560.63	14810.00	14810.00	True
LW60	4.17	0.46769	0.46769	14560.63	14807.40	14807.40	True
LW60	4.33	0.46043	0.46043	14560.63	14786.60	14786.60	True
LW60	4.50	0.46225	0.46225	14560.63	14791.80	14791.80	True
LW60	4.67	0.46134	0.46134	14560.63	14789.20	14789.20	True
LW60	4.83	0.45524	0.45524	14560.63	14771.73	14771.73	True
LW60	5.00	0.45198	0.45198	14560.63	14762.40	14762.40	True
LW60	5.17	0.45010	0.45010	14560.63	14757.00	14757.00	True
LW60	5.33	0.45010	0.45010	14560.63	14757.00	14757.00	True
LW60	5.50	0.44193	0.44193	14560.63	14733.60	14733.60	True
LW60	5.67	0.44102	0.44102	14560.63	14731.00	14731.00	True
LW60	5.83	0.44020	0.44020	14560.63	14728.64	14728.64	True
LW60	6.00	0.43558	0.43558	14560.63	14715.40	14715.40	True
LW60	6.17	0.43285	0.43285	14560.63	14707.60	14707.60	True
LW60	6.33	0.43195	0.43195	14560.63	14705.00	14705.00	True
LW60	6.50	0.43195	0.43195	14560.63	14705.00	14705.00	True
LW60	6.67	0.42818	0.42818	14560.63	14694.20	14694.20	True
LW60	6.83	0.42509	0.42509	14560.63	14685.36	14685.36	True
LW60	7.00	0.42252	0.42252	14560.63	14678.00	14678.00	True
LW60	7.17	0.42252	0.42252	14560.63	14678.00	14678.00	True
LW60	7.33	0.42252	0.42252	14560.63	14678.00	14678.00	True
LW60	7.50	0.41526	0.41526	14560.63	14657.20	14657.20	True
LW60	7.67	0.41254	0.41254	14560.63	14649.40	14649.40	True
LW60	7.83	0.41097	0.41097	14560.63	14644.91	14644.91	True
LW60	8.00	0.40528	0.40528	14560.63	14628.60	14628.60	True
LW60	8.17	0.40437	0.40437	14560.63	14626.00	14626.00	True
LW60	8.33	0.40437	0.40437	14560.63	14626.00	14626.00	True
LW60	8.50	0.40346	0.40346	14560.63	14623.40	14623.40	True
LW60	8.67	0.39983	0.39983	14560.63	14613.00	14613.00	True
LW60	8.83	0.39529	0.39529	14560.63	14600.00	14600.00	True
LW60	9.00	0.39058	0.39058	14560.63	14586.50	14586.50	True
LW60	9.17	0.38869	0.38869	14560.63	14581.10	14581.10	True
LW60	9.33	0.38775	0.38775	14560.63	14578.40	14578.40	True
LW60	9.50	0.38964	0.38964	14560.63	14583.80	14583.80	True
LW60	9.67	0.38587	0.38587	14560.63	14573.00	14573.00	True
LW60	9.83	0.38422	0.38422	14560.63	14568.27	14568.27	True
LW60	10.00	0.38496	0.38496	14560.63	14570.40	14570.40	True
LW60	10.17	0.38314	0.38314	14560.63	14565.20	14565.20	True
LW60	10.33	0.38042	0.38042	14560.63	14557.40	14557.40	True
LW60	10.50	0.37770	0.37770	14560.63	14549.60	14549.60	True
LW60	10.67	0.37225	0.37225	14560.63	14534.00	14534.00	True
LW60	10.83	0.37019	0.37019	14560.63	14528.09	14528.09	True
LW60	11.00	0.36771	0.36771	14560.63	14521.00	14521.00	True
LW60	11.17	0.36771	0.36771	14560.63	14521.00	14521.00	True
LW60	11.33	0.36771	0.36771	14560.63	14521.00	14521.00	True
LW60	11.50	0.36771	0.36771	14560.63	14521.00	14521.00	True
LW60	11.67	0.36590	0.36590	14560.63	14515.80	14515.80	True
LW60	11.83	0.36524	0.36524	14560.63	14513.91	14513.91	True
LW60	12.00	0.36408	0.36408	14560.63	14510.60	14510.60	True
LW60	12.17	0.36136	0.36136	14560.63	14502.80	14502.80	True
LW60	12.33	0.35864	0.35864	14560.63	14495.00	14495.00	True
LW60	12.50	0.35864	0.35864	14560.63	14495.00	14495.00	True
LW60	12.67	0.35864	0.35864	14560.63	14495.00	14495.00	True
LW60	12.83	0.35692	0.35692	14560.63	14490.09	14490.09	True
LW60	13.00	0.35487	0.35487	14560.63	14484.20	14484.20	True
LW60	13.17	0.35110	0.35110	14560.63	14473.40	14473.40	True
LW65	0.00			9222.16	6276.73		True
LW65	0.17	-1.00000	-1.00000	9222.16	7772.50	7772.50	True
LW65	0.33	-0.47202	-0.47202	9222.16	8252.70	8252.70	True
LW65	0.50	-0.16449	-0.16449	9222.16	8532.40	8532.40	True
LW65	0.67	0.06124	0.06124	9222.16	8737.70	8737.70	True
LW65	0.83	0.22750	0.22750	9222.16	8888.91	8888.91	True
LW65	1.00	0.34777	0.34777	9222.16	8998.30	8998.30	True
LW65	1.17	0.42913	0.42913	9222.16	9072.30	9072.30	True
LW65	1.33	0.48906	0.48906	9222.16	9126.80	9126.80	True
LW65	1.50	0.53656	0.53656	9222.16	9170.00	9170.00	True
LW65	1.67	0.57559	0.57559	9222.16	9205.50	9205.50	True
LW65	1.83	0.61222	0.61222	9222.16	9238.82	9238.82	True
LW65	2.00	0.64101	0.64101	9222.16	9265.00	9265.00	True
LW65	2.17	0.65420	0.65420	9222.16	9277.00	9277.00	True
LW65	2.33	0.66740	0.66740	9222.16	9289.00	9289.00	True
LW65	2.50	0.67795	0.67795	9222.16	9298.60	9298.60	True
LW65	2.67	0.69378	0.69378	9222.16	9313.00	9313.00	True
LW65	2.83	0.69378	0.69378	9222.16	9313.00	9313.00	True
LW65	3.00	0.69378	0.69378	9222.16	9313.00	9313.00	True
LW65	3.17	0.69378	0.69378	9222.16	9313.00	9313.00	True
LW65	3.33	0.69378	0.69378	9222.16	9313.00	9313.00	True
LW65	3.50	0.69378	0.69378	9222.16	9313.00	9313.00	True
LW65	3.67	0.67795	0.67795	9222.16	9298.60	9298.60	True
LW65	3.83	0.66740	0.66740	9222.16	9289.00	9289.00	True
LW65	4.00	0.66740	0.66740	9222.16	9289.00	9289.00	True
LW65	4.17	0.66740	0.66740	9222.16	9289.00	9289.00	True
LW65	4.33	0.66740	0.66740	9222.16	9289.00	9289.00	True
LW65	4.50	0.66212	0.66212	9222.16	9284.20	9284.20	True
LW65	4.67	0.65684	0.65684	9222.16	9279.40	9279.40	True
LW65	4.83	0.65060	0.65060	9222.16	9273.73	9273.73	True
LW65	5.00	0.64101	0.64101	9222.16	9265.00	9265.00	True
LW65	5.17	0.64101	0.64101	9222.16	9265.00	9265.00	True
LW65	5.33	0.63309	0.63309	9222.16	9257.80	9257.80	True
LW65	5.50	0.61990	0.61990	9222.16	9245.80	9245.80	True
LW65	5.67	0.61462	0.61462	9222.16	9241.00	9241.00	True
LW65	5.83	0.61462	0.61462	9222.16	9241.00	9241.00	True
LW65	6.00	0.61462	0.61462	9222.16	9241.00	9241.00	True
LW65	6.17	0.61462	0.61462	9222.16	9241.00	9241.00	True
LW65	6.33	0.59615	0.59615	9222.16	9224.20	9224.20	True
LW65	6.50	0.59087	0.59087	9222.16	9219.40	9219.40	True
LW65	6.67	0.58823	0.58823	9222.16	9217.00	9217.00	True
LW65	6.83	0.58593	0.58593	9222.16	9214.91	9214.91	True
LW65	7.00	0.58317	0.58317	9222.16	9212.40	9212.40	True
LW65	7.17	0.57306	0.57306	9222.16	9203.20	9203.20	True
LW65	7.33	0.57812	0.57812	9222.16	9207.80	9207.80	True
LW65	7.50	0.56294	0.56294	9222.16	9194.00	9194.00	True
LW65	7.67	0.56294	0.56294	9222.16	9194.00	9194.00	True
LW65	7.83	0.56294	0.56294	9222.16	9194.00	9194.00	True
LW65	8.00	0.56294	0.56294	9222.16	9194.00	9194.00	True
LW65	8.17	0.55239	0.55239	9222.16	9184.40	9184.40	True
LW65	8.33	0.55503	0.55503	9222.16	9186.80	9186.80	True
LW65	8.50	0.54183	0.54183	9222.16	9174.80	9174.80	True
LW65	8.67	0.54183	0.54183	9222.16	9174.80	9174.80	True
LW65	8.83	0.53656	0.53656	9222.16	9170.00	9170.00	True
LW65	9.00	0.53656	0.53656	9222.16	9170.00	9170.00	True
LW65	9.17	0.52600	0.52600	9222.16	9160.40	9160.40	True
LW65	9.33	0.51808	0.51808	9222.16	9153.20	9153.20	True
LW65	9.50	0.51281	0.51281	9222.16	9148.40	9148.40	True
LW65	9.67	0.51017	0.51017	9222.16	9146.00	9146.00	True
LW65	9.83	0.51017	0.51017	9222.16	9146.00	9146.00	True
LW65	10.00	0.51017	0.51017	9222.16	9146.00	9146.00	True
LW65	10.17	0.51017	0.51017	9222.16	9146.00	9146.00	True
LW65	10.33	0.51017	0.51017	9222.16	9146.00	9146.00	True
LW65	10.50	0.51017	0.51017	9222.16	9146.00	9146.00	True
LW65	10.67	0.50225	0.50225	9222.16	9138.80	9138.80	True
LW65	10.83	0.49337	0.49337	9222.16	9130.73	9130.73	True
LW65	11.00	0.48906	0.48906	9222.16	9126.80	9126.80	True
LW65	11.17	0.49170	0.49170	9222.16	9129.20	9129.20	True
LW65	11.33	0.48642	0.48642	9222.16	9124.40	9124.40	True
LW65	11.50	0.48378	0.48378	9222.16	9122.00	9122.00	True
LW65	11.67	0.48378	0.48378	9222.16	9122.00	9122.00	True
LW65	11.83	0.48378	0.48378	9222.16	9122.00	9122.00	True
LW65	12.00	0.48114	0.48114	9222.16	9119.60	9119.60	True
LW65	12.17	0.48114	0.48114	9222.16	9119.60	9119.60	True
LW65	12.33	0.47586	0.47586	9222.16	9114.80	9114.80	True
LW65	12.50	0.47586	0.47586	9222.16	9114.80	9114.80	True
LW65	12.67	0.46531	0.46531	9222.16	9105.20	9105.20	True
LW65	12.83	0.47178	0.47178	9222.16	9111.09	9111.09	True
LW65	13.00	0.46267	0.46267	9222.16	9102.80	9102.80	True
LW65	13.17	0.45739	0.45739	9222.16	9098.00	9098.00	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