2026-04-13 C3.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: Acinetobacter baumannii
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Acinetobacter baumannii | Run: 2026-04-13 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	2026-04-13 inc4	Run date	2026-04-13
Media	FB	Incubator	inc4
Well file	2026-04-13 C3.xlsx	Well ID	C3
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	12.64234	2.0-42.0 h
LW60	end_norm	0.58547	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.58547	2.0-42.0 h
LW60	max_norm	0.58547	2.0-42.0 h
LW60	min_norm	0.00139	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	0.01705	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	-20.73194	2.0-42.0 h
LW62	end_norm	-0.70624	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.71828	2.0-42.0 h
LW62	max_norm	-0.01351	2.0-42.0 h
LW62	min_norm	-0.71828	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	-0.01451	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	0.34025	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.29574	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	0.35145	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	3.47760	2.0-42.0 h
LW65	end_norm	0.15271	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.15310	2.0-42.0 h
LW65	max_norm	0.15310	2.0-42.0 h
LW65	min_norm	-0.00522	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	0.00472	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 814 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	45105.31818	539.95922	Ready
LW65	5	5727.66909	115.73259	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	0.00–67.67 h	5242.55–77695.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	5242.55–77695.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	5242.55–77695.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 h	5242.55–77695.60 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	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 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	-0.08907	-0.08907	46185.54	42202.64	42202.64	True
LW60	0.17	-0.04203	-0.04203	46185.54	43735.60	43735.60	True
LW60	0.33	-0.02292	-0.02292	46185.54	44358.20	44358.20	True
LW60	0.50	-0.00959	-0.00959	46185.54	44792.80	44792.80	True
LW60	0.67	0.00254	0.00254	46185.54	45188.00	45188.00	True
LW60	0.83	0.01147	0.01147	46185.54	45479.09	45479.09	True
LW60	1.00	0.01851	0.01851	46185.54	45708.50	45708.50	True
LW60	1.17	0.02321	0.02321	46185.54	45861.60	45861.60	True
LW60	1.33	0.02726	0.02726	46185.54	45993.60	45993.60	True
LW60	1.50	0.03013	0.03013	46185.54	46087.20	46087.20	True
LW60	1.67	0.03275	0.03275	46185.54	46172.80	46172.80	True
LW60	1.83	0.03354	0.03354	46185.54	46198.27	46198.27	True
LW60	2.00	0.03511	0.03511	46185.54	46249.60	46249.60	True
LW60	2.17	0.03630	0.03630	46185.54	46288.30	46288.30	True
LW60	2.33	0.03709	0.03709	46185.54	46314.10	46314.10	True
LW60	2.50	0.03801	0.03801	46185.54	46344.20	46344.20	True
LW60	2.67	0.03906	0.03906	46185.54	46378.40	46378.40	True
LW60	2.83	0.03904	0.03904	46185.54	46377.55	46377.55	True
LW60	3.00	0.03945	0.03945	46185.54	46391.00	46391.00	True
LW60	3.17	0.03958	0.03958	46185.54	46395.20	46395.20	True
LW60	3.33	0.03971	0.03971	46185.54	46399.40	46399.40	True
LW60	3.50	0.03997	0.03997	46185.54	46407.80	46407.80	True
LW60	3.67	0.04049	0.04049	46185.54	46424.90	46424.90	True
LW60	3.83	0.04021	0.04021	46185.54	46415.91	46415.91	True
LW60	4.00	0.03997	0.03997	46185.54	46407.80	46407.80	True
LW60	4.17	0.03971	0.03971	46185.54	46399.40	46399.40	True
LW60	4.33	0.04049	0.04049	46185.54	46424.90	46424.90	True
LW60	4.50	0.04009	0.04009	46185.54	46412.00	46412.00	True
LW60	4.67	0.03984	0.03984	46185.54	46403.60	46403.60	True
LW60	4.83	0.04021	0.04021	46185.54	46415.91	46415.91	True
LW60	5.00	0.04062	0.04062	46185.54	46429.20	46429.20	True
LW60	5.17	0.04049	0.04049	46185.54	46424.90	46424.90	True
LW60	5.33	0.04075	0.04075	46185.54	46433.50	46433.50	True
LW60	5.50	0.04102	0.04102	46185.54	46442.10	46442.10	True
LW60	5.67	0.04115	0.04115	46185.54	46446.40	46446.40	True
LW60	5.83	0.04117	0.04117	46185.54	46447.18	46447.18	True
LW60	6.00	0.04194	0.04194	46185.54	46472.20	46472.20	True
LW60	6.17	0.04221	0.04221	46185.54	46480.80	46480.80	True
LW60	6.33	0.04234	0.04234	46185.54	46485.10	46485.10	True
LW60	6.50	0.04247	0.04247	46185.54	46489.40	46489.40	True
LW60	6.67	0.04286	0.04286	46185.54	46502.30	46502.30	True
LW60	6.83	0.04309	0.04309	46185.54	46509.73	46509.73	True
LW60	7.00	0.04366	0.04366	46185.54	46528.10	46528.10	True
LW60	7.17	0.04445	0.04445	46185.54	46553.90	46553.90	True
LW60	7.33	0.04498	0.04498	46185.54	46571.10	46571.10	True
LW60	7.50	0.04643	0.04643	46185.54	46618.40	46618.40	True
LW60	7.67	0.04696	0.04696	46185.54	46635.60	46635.60	True
LW60	7.83	0.04849	0.04849	46185.54	46685.64	46685.64	True
LW60	8.00	0.05025	0.05025	46185.54	46743.10	46743.10	True
LW60	8.17	0.05157	0.05157	46185.54	46786.10	46786.10	True
LW60	8.33	0.05236	0.05236	46185.54	46811.90	46811.90	True
LW60	8.50	0.05383	0.05383	46185.54	46859.60	46859.60	True
LW60	8.67	0.05609	0.05609	46185.54	46933.30	46933.30	True
LW60	8.83	0.05860	0.05860	46185.54	47015.00	47015.00	True
LW60	9.00	0.06073	0.06073	46185.54	47084.40	47084.40	True
LW60	9.17	0.06206	0.06206	46185.54	47127.80	47127.80	True
LW60	9.33	0.06232	0.06232	46185.54	47136.40	47136.40	True
LW60	9.50	0.06377	0.06377	46185.54	47183.70	47183.70	True
LW60	9.67	0.06390	0.06390	46185.54	47188.00	47188.00	True
LW60	9.83	0.06452	0.06452	46185.54	47208.00	47208.00	True
LW60	10.00	0.06552	0.06552	46185.54	47240.60	47240.60	True
LW60	10.17	0.06605	0.06605	46185.54	47257.80	47257.80	True
LW60	10.33	0.06737	0.06737	46185.54	47300.80	47300.80	True
LW60	10.50	0.06776	0.06776	46185.54	47313.70	47313.70	True
LW60	10.67	0.06870	0.06870	46185.54	47344.40	47344.40	True
LW60	10.83	0.07154	0.07154	46185.54	47436.91	47436.91	True
LW60	11.00	0.07578	0.07578	46185.54	47574.90	47574.90	True
LW60	11.17	0.08126	0.08126	46185.54	47753.60	47753.60	True
LW60	11.33	0.08783	0.08783	46185.54	47967.80	47967.80	True
LW60	11.50	0.09659	0.09659	46185.54	48253.10	48253.10	True
LW60	11.67	0.10849	0.10849	46185.54	48641.10	48641.10	True
LW60	11.83	0.12157	0.12157	46185.54	49067.18	49067.18	True
LW60	12.00	0.13398	0.13398	46185.54	49471.90	49471.90	True
LW60	12.17	0.14803	0.14803	46185.54	49929.50	49929.50	True
LW60	12.33	0.15935	0.15935	46185.54	50298.70	50298.70	True
LW60	12.50	0.17089	0.17089	46185.54	50674.60	50674.60	True
LW60	12.67	0.18374	0.18374	46185.54	51093.60	51093.60	True
LW60	12.83	0.19847	0.19847	46185.54	51573.55	51573.55	True
LW60	13.00	0.21137	0.21137	46185.54	51993.90	51993.90	True
LW60	13.17	0.22474	0.22474	46185.54	52429.50	52429.50	True
LW65	0.00	-0.42843	-0.42843	5913.29	5242.55	5242.55	True
LW65	0.17	-0.27348	-0.27348	5913.29	5418.00	5418.00	True
LW65	0.33	-0.14763	-0.14763	5913.29	5560.50	5560.50	True
LW65	0.50	-0.05119	-0.05119	5913.29	5669.70	5669.70	True
LW65	0.67	0.01778	0.01778	5913.29	5747.80	5747.80	True
LW65	0.83	0.07231	0.07231	5913.29	5809.55	5809.55	True
LW65	1.00	0.10874	0.10874	5913.29	5850.80	5850.80	True
LW65	1.17	0.13055	0.13055	5913.29	5875.50	5875.50	True
LW65	1.33	0.14460	0.14460	5913.29	5891.40	5891.40	True
LW65	1.50	0.15431	0.15431	5913.29	5902.40	5902.40	True
LW65	1.67	0.16217	0.16217	5913.29	5911.30	5911.30	True
LW65	1.83	0.16568	0.16568	5913.29	5915.27	5915.27	True
LW65	2.00	0.17436	0.17436	5913.29	5925.10	5925.10	True
LW65	2.17	0.17842	0.17842	5913.29	5929.70	5929.70	True
LW65	2.33	0.17842	0.17842	5913.29	5929.70	5929.70	True
LW65	2.50	0.18045	0.18045	5913.29	5932.00	5932.00	True
LW65	2.67	0.18045	0.18045	5913.29	5932.00	5932.00	True
LW65	2.83	0.17676	0.17676	5913.29	5927.82	5927.82	True
LW65	3.00	0.18045	0.18045	5913.29	5932.00	5932.00	True
LW65	3.17	0.18045	0.18045	5913.29	5932.00	5932.00	True
LW65	3.33	0.18045	0.18045	5913.29	5932.00	5932.00	True
LW65	3.50	0.17030	0.17030	5913.29	5920.50	5920.50	True
LW65	3.67	0.17436	0.17436	5913.29	5925.10	5925.10	True
LW65	3.83	0.17122	0.17122	5913.29	5921.55	5921.55	True
LW65	4.00	0.16014	0.16014	5913.29	5909.00	5909.00	True
LW65	4.17	0.16014	0.16014	5913.29	5909.00	5909.00	True
LW65	4.33	0.16014	0.16014	5913.29	5909.00	5909.00	True
LW65	4.50	0.16014	0.16014	5913.29	5909.00	5909.00	True
LW65	4.67	0.14654	0.14654	5913.29	5893.60	5893.60	True
LW65	4.83	0.15307	0.15307	5913.29	5901.00	5901.00	True
LW65	5.00	0.15043	0.15043	5913.29	5898.00	5898.00	True
LW65	5.17	0.14460	0.14460	5913.29	5891.40	5891.40	True
LW65	5.33	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	5.50	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	5.67	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	5.83	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	6.00	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	6.17	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	6.33	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	6.50	0.13868	0.13868	5913.29	5884.70	5884.70	True
LW65	6.67	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	6.83	0.13886	0.13886	5913.29	5884.91	5884.91	True
LW65	7.00	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	7.17	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	7.33	0.13665	0.13665	5913.29	5882.40	5882.40	True
LW65	7.50	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	7.67	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	7.83	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	8.00	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	8.17	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	8.33	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	8.50	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	8.67	0.14071	0.14071	5913.29	5887.00	5887.00	True
LW65	8.83	0.15307	0.15307	5913.29	5901.00	5901.00	True
LW65	9.00	0.16014	0.16014	5913.29	5909.00	5909.00	True
LW65	9.17	0.16420	0.16420	5913.29	5913.60	5913.60	True
LW65	9.33	0.17233	0.17233	5913.29	5922.80	5922.80	True
LW65	9.50	0.17233	0.17233	5913.29	5922.80	5922.80	True
LW65	9.67	0.17639	0.17639	5913.29	5927.40	5927.40	True
LW65	9.83	0.16383	0.16383	5913.29	5913.18	5913.18	True
LW65	10.00	0.16014	0.16014	5913.29	5909.00	5909.00	True
LW65	10.17	0.16014	0.16014	5913.29	5909.00	5909.00	True
LW65	10.33	0.16014	0.16014	5913.29	5909.00	5909.00	True
LW65	10.50	0.15431	0.15431	5913.29	5902.40	5902.40	True
LW65	10.67	0.15820	0.15820	5913.29	5906.80	5906.80	True
LW65	10.83	0.15484	0.15484	5913.29	5903.00	5903.00	True
LW65	11.00	0.16014	0.16014	5913.29	5909.00	5909.00	True
LW65	11.17	0.16014	0.16014	5913.29	5909.00	5909.00	True
LW65	11.33	0.16014	0.16014	5913.29	5909.00	5909.00	True
LW65	11.50	0.17436	0.17436	5913.29	5925.10	5925.10	True
LW65	11.67	0.18628	0.18628	5913.29	5938.60	5938.60	True
LW65	11.83	0.19635	0.19635	5913.29	5950.00	5950.00	True
LW65	12.00	0.21410	0.21410	5913.29	5970.10	5970.10	True
LW65	12.17	0.22796	0.22796	5913.29	5985.80	5985.80	True
LW65	12.33	0.23962	0.23962	5913.29	5999.00	5999.00	True
LW65	12.50	0.25181	0.25181	5913.29	6012.80	6012.80	True
LW65	12.67	0.26576	0.26576	5913.29	6028.60	6028.60	True
LW65	12.83	0.28121	0.28121	5913.29	6046.09	6046.09	True
LW65	13.00	0.29967	0.29967	5913.29	6067.00	6067.00	True
LW65	13.17	0.31522	0.31522	5913.29	6084.60	6084.60	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