2026-04-15 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: Staphylococcus aureus
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus aureus | Run: 2026-04-15 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	2026-04-15 inc4	Run date	2026-04-15
Media	FB	Incubator	inc4
Well file	2026-04-15 C1.xlsx	Well ID	C1
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	7.23852	2.0-42.0 h
LW60	end_norm	0.24340	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.26149	2.0-42.0 h
LW60	max_norm	0.26149	2.0-42.0 h
LW60	min_norm	0.00344	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	0.00686	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	0.23783	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	0.00000	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		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	0.46266	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.38714	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	7.91936	2.0-42.0 h
LW65	end_norm	0.25530	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.27628	2.0-42.0 h
LW65	max_norm	0.27628	2.0-42.0 h
LW65	min_norm	-0.01040	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	0.00670	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 564 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	8393.93818	98.99840	Ready
LW65	5	10643.18545	252.37940	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	0.00–46.83 h	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	6602.04–49923.62 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	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 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	-0.51454	-0.51454	8538.61	7170.64	7170.64	True
LW60	0.17	-0.12111	-0.12111	8538.61	8106.00	8106.00	True
LW60	0.33	-0.06277	-0.06277	8538.61	8244.70	8244.70	True
LW60	0.50	-0.01928	-0.01928	8538.61	8348.10	8348.10	True
LW60	0.67	0.01424	0.01424	8538.61	8427.80	8427.80	True
LW60	0.83	0.02610	0.02610	8538.61	8456.00	8456.00	True
LW60	1.00	0.04171	0.04171	8538.61	8493.09	8493.09	True
LW60	1.17	0.05487	0.05487	8538.61	8524.40	8524.40	True
LW60	1.33	0.06005	0.06005	8538.61	8536.70	8536.70	True
LW60	1.50	0.06076	0.06076	8538.61	8538.40	8538.40	True
LW60	1.67	0.06017	0.06017	8538.61	8537.00	8537.00	True
LW60	1.83	0.06094	0.06094	8538.61	8538.82	8538.82	True
LW60	2.00	0.09025	0.09025	8538.61	8608.50	8608.50	True
LW60	2.17	0.07321	0.07321	8538.61	8568.00	8568.00	True
LW60	2.33	0.07645	0.07645	8538.61	8575.70	8575.70	True
LW60	2.50	0.09273	0.09273	8538.61	8614.40	8614.40	True
LW60	2.67	0.10114	0.10114	8538.61	8634.40	8634.40	True
LW60	2.83	0.10744	0.10744	8538.61	8649.36	8649.36	True
LW60	3.00	0.10030	0.10030	8538.61	8632.40	8632.40	True
LW60	3.17	0.09887	0.09887	8538.61	8629.00	8629.00	True
LW60	3.33	0.08974	0.08974	8538.61	8607.30	8607.30	True
LW60	3.50	0.09353	0.09353	8538.61	8616.30	8616.30	True
LW60	3.67	0.13290	0.13290	8538.61	8709.90	8709.90	True
LW60	3.83	0.10292	0.10292	8538.61	8638.64	8638.64	True
LW60	4.00	0.09980	0.09980	8538.61	8631.20	8631.20	True
LW60	4.17	0.10905	0.10905	8538.61	8653.20	8653.20	True
LW60	4.33	0.10892	0.10892	8538.61	8652.90	8652.90	True
LW60	4.50	0.10876	0.10876	8538.61	8652.50	8652.50	True
LW60	4.67	0.10611	0.10611	8538.61	8646.20	8646.20	True
LW60	4.83	0.09876	0.09876	8538.61	8628.73	8628.73	True
LW60	5.00	0.09071	0.09071	8538.61	8609.60	8609.60	True
LW60	5.17	0.11406	0.11406	8538.61	8665.10	8665.10	True
LW60	5.33	0.12756	0.12756	8538.61	8697.20	8697.20	True
LW60	5.50	0.09744	0.09744	8538.61	8625.60	8625.60	True
LW60	5.67	0.09609	0.09609	8538.61	8622.40	8622.40	True
LW60	5.83	0.10541	0.10541	8538.61	8644.55	8644.55	True
LW60	6.00	0.10909	0.10909	8538.61	8653.30	8653.30	True
LW60	6.17	0.10901	0.10901	8538.61	8653.10	8653.10	True
LW60	6.33	0.10186	0.10186	8538.61	8636.10	8636.10	True
LW60	6.50	0.09887	0.09887	8538.61	8629.00	8629.00	True
LW60	6.67	0.09235	0.09235	8538.61	8613.50	8613.50	True
LW60	6.83	0.13665	0.13665	8538.61	8718.82	8718.82	True
LW60	7.00	0.12937	0.12937	8538.61	8701.50	8701.50	True
LW60	7.17	0.10880	0.10880	8538.61	8652.60	8652.60	True
LW60	7.33	0.11477	0.11477	8538.61	8666.80	8666.80	True
LW60	7.50	0.13206	0.13206	8538.61	8707.90	8707.90	True
LW60	7.67	0.14686	0.14686	8538.61	8743.10	8743.10	True
LW60	7.83	0.15783	0.15783	8538.61	8769.18	8769.18	True
LW60	8.00	0.17210	0.17210	8538.61	8803.10	8803.10	True
LW60	8.17	0.18207	0.18207	8538.61	8826.80	8826.80	True
LW60	8.33	0.19452	0.19452	8538.61	8856.40	8856.40	True
LW60	8.50	0.25231	0.25231	8538.61	8993.80	8993.80	True
LW60	8.67	0.23978	0.23978	8538.61	8964.00	8964.00	True
LW60	8.83	0.23825	0.23825	8538.61	8960.36	8960.36	True
LW60	9.00	0.26636	0.26636	8538.61	9027.20	9027.20	True
LW60	9.17	0.29353	0.29353	8538.61	9091.80	9091.80	True
LW60	9.33	0.31322	0.31322	8538.61	9138.60	9138.60	True
LW60	9.50	0.32752	0.32752	8538.61	9172.60	9172.60	True
LW60	9.67	0.34064	0.34064	8538.61	9203.80	9203.80	True
LW60	9.83	0.35441	0.35441	8538.61	9236.55	9236.55	True
LW60	10.00	0.37084	0.37084	8538.61	9275.60	9275.60	True
LW60	10.17	0.39919	0.39919	8538.61	9343.00	9343.00	True
LW60	10.33	0.37555	0.37555	8538.61	9286.80	9286.80	True
LW60	10.50	0.38607	0.38607	8538.61	9311.80	9311.80	True
LW60	10.67	0.41130	0.41130	8538.61	9371.80	9371.80	True
LW60	10.83	0.44164	0.44164	8538.61	9443.91	9443.91	True
LW60	11.00	0.46212	0.46212	8538.61	9492.60	9492.60	True
LW60	11.17	0.47145	0.47145	8538.61	9514.80	9514.80	True
LW60	11.33	0.47995	0.47995	8538.61	9535.00	9535.00	True
LW60	11.50	0.48432	0.48432	8538.61	9545.40	9545.40	True
LW60	11.67	0.50477	0.50477	8538.61	9594.00	9594.00	True
LW60	11.83	0.49945	0.49945	8538.61	9581.36	9581.36	True
LW60	12.00	0.48441	0.48441	8538.61	9545.60	9545.60	True
LW60	12.17	0.50922	0.50922	8538.61	9604.60	9604.60	True
LW60	12.33	0.53707	0.53707	8538.61	9670.80	9670.80	True
LW60	12.50	0.55760	0.55760	8538.61	9719.60	9719.60	True
LW60	12.67	0.56862	0.56862	8538.61	9745.80	9745.80	True
LW60	12.83	0.57795	0.57795	8538.61	9768.00	9768.00	True
LW60	13.00	0.58039	0.58039	8538.61	9773.80	9773.80	True
LW60	13.17	0.59002	0.59002	8538.61	9796.70	9796.70	True
LW65	0.00	-0.49147	-0.49147	11199.70	8848.91	8848.91	True
LW65	0.17	-0.17787	-0.17787	11199.70	9993.80	9993.80	True
LW65	0.33	-0.09608	-0.09608	11199.70	10292.40	10292.40	True
LW65	0.50	-0.03788	-0.03788	11199.70	10504.90	10504.90	True
LW65	0.67	0.00962	0.00962	11199.70	10678.30	10678.30	True
LW65	0.83	0.04449	0.04449	11199.70	10805.60	10805.60	True
LW65	1.00	0.07986	0.07986	11199.70	10934.73	10934.73	True
LW65	1.17	0.10795	0.10795	11199.70	11037.30	11037.30	True
LW65	1.33	0.12841	0.12841	11199.70	11112.00	11112.00	True
LW65	1.50	0.14783	0.14783	11199.70	11182.90	11182.90	True
LW65	1.67	0.15704	0.15704	11199.70	11216.50	11216.50	True
LW65	1.83	0.16534	0.16534	11199.70	11246.82	11246.82	True
LW65	2.00	0.12053	0.12053	11199.70	11083.20	11083.20	True
LW65	2.17	0.13866	0.13866	11199.70	11149.40	11149.40	True
LW65	2.33	0.17958	0.17958	11199.70	11298.80	11298.80	True
LW65	2.50	0.21034	0.21034	11199.70	11411.10	11411.10	True
LW65	2.67	0.22968	0.22968	11199.70	11481.70	11481.70	True
LW65	2.83	0.24246	0.24246	11199.70	11528.36	11528.36	True
LW65	3.00	0.24767	0.24767	11199.70	11547.40	11547.40	True
LW65	3.17	0.25200	0.25200	11199.70	11563.20	11563.20	True
LW65	3.33	0.25266	0.25266	11199.70	11565.60	11565.60	True
LW65	3.50	0.24587	0.24587	11199.70	11540.80	11540.80	True
LW65	3.67	0.18961	0.18961	11199.70	11335.40	11335.40	True
LW65	3.83	0.21255	0.21255	11199.70	11419.18	11419.18	True
LW65	4.00	0.25266	0.25266	11199.70	11565.60	11565.60	True
LW65	4.17	0.27208	0.27208	11199.70	11636.50	11636.50	True
LW65	4.33	0.28282	0.28282	11199.70	11675.70	11675.70	True
LW65	4.50	0.28882	0.28882	11199.70	11697.60	11697.60	True
LW65	4.67	0.28846	0.28846	11199.70	11696.30	11696.30	True
LW65	4.83	0.28746	0.28746	11199.70	11692.64	11692.64	True
LW65	5.00	0.28457	0.28457	11199.70	11682.10	11682.10	True
LW65	5.17	0.25367	0.25367	11199.70	11569.30	11569.30	True
LW65	5.33	0.21645	0.21645	11199.70	11433.40	11433.40	True
LW65	5.50	0.25321	0.25321	11199.70	11567.60	11567.60	True
LW65	5.67	0.28435	0.28435	11199.70	11681.30	11681.30	True
LW65	5.83	0.29757	0.29757	11199.70	11729.55	11729.55	True
LW65	6.00	0.30692	0.30692	11199.70	11763.70	11763.70	True
LW65	6.17	0.31035	0.31035	11199.70	11776.20	11776.20	True
LW65	6.33	0.30813	0.30813	11199.70	11768.10	11768.10	True
LW65	6.50	0.30536	0.30536	11199.70	11758.00	11758.00	True
LW65	6.67	0.30084	0.30084	11199.70	11741.50	11741.50	True
LW65	6.83	0.26074	0.26074	11199.70	11595.09	11595.09	True
LW65	7.00	0.24655	0.24655	11199.70	11543.30	11543.30	True
LW65	7.17	0.28536	0.28536	11199.70	11685.00	11685.00	True
LW65	7.33	0.31489	0.31489	11199.70	11792.80	11792.80	True
LW65	7.50	0.32966	0.32966	11199.70	11846.70	11846.70	True
LW65	7.67	0.34469	0.34469	11199.70	11901.60	11901.60	True
LW65	7.83	0.35190	0.35190	11199.70	11927.91	11927.91	True
LW65	8.00	0.35943	0.35943	11199.70	11955.40	11955.40	True
LW65	8.17	0.36425	0.36425	11199.70	11973.00	11973.00	True
LW65	8.33	0.36924	0.36924	11199.70	11991.20	11991.20	True
LW65	8.50	0.33157	0.33157	11199.70	11853.70	11853.70	True
LW65	8.67	0.33998	0.33998	11199.70	11884.40	11884.40	True
LW65	8.83	0.38101	0.38101	11199.70	12034.18	12034.18	True
LW65	9.00	0.41205	0.41205	11199.70	12147.50	12147.50	True
LW65	9.17	0.43273	0.43273	11199.70	12223.00	12223.00	True
LW65	9.33	0.44842	0.44842	11199.70	12280.30	12280.30	True
LW65	9.50	0.45872	0.45872	11199.70	12317.90	12317.90	True
LW65	9.67	0.46426	0.46426	11199.70	12338.10	12338.10	True
LW65	9.83	0.47038	0.47038	11199.70	12360.45	12360.45	True
LW65	10.00	0.46669	0.46669	11199.70	12347.00	12347.00	True
LW65	10.17	0.43487	0.43487	11199.70	12230.80	12230.80	True
LW65	10.33	0.45272	0.45272	11199.70	12296.00	12296.00	True
LW65	10.50	0.48611	0.48611	11199.70	12417.90	12417.90	True
LW65	10.67	0.51252	0.51252	11199.70	12514.30	12514.30	True
LW65	10.83	0.53428	0.53428	11199.70	12593.73	12593.73	True
LW65	11.00	0.54818	0.54818	11199.70	12644.50	12644.50	True
LW65	11.17	0.55536	0.55536	11199.70	12670.70	12670.70	True
LW65	11.33	0.56043	0.56043	11199.70	12689.20	12689.20	True
LW65	11.50	0.56588	0.56588	11199.70	12709.10	12709.10	True
LW65	11.67	0.54818	0.54818	11199.70	12644.50	12644.50	True
LW65	11.83	0.53303	0.53303	11199.70	12589.18	12589.18	True
LW65	12.00	0.55656	0.55656	11199.70	12675.10	12675.10	True
LW65	12.17	0.58691	0.58691	11199.70	12785.90	12785.90	True
LW65	12.33	0.60888	0.60888	11199.70	12866.10	12866.10	True
LW65	12.50	0.62384	0.62384	11199.70	12920.70	12920.70	True
LW65	12.67	0.63153	0.63153	11199.70	12948.80	12948.80	True
LW65	12.83	0.63918	0.63918	11199.70	12976.73	12976.73	True
LW65	13.00	0.63942	0.63942	11199.70	12977.60	12977.60	True
LW65	13.17	0.64055	0.64055	11199.70	12981.70	12981.70	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