2026-03-27 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: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Acinetobacter baumannii | Run: 2026-03-27 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	2026-03-27 inc4	Run date	2026-03-27
Media	LB	Incubator	inc4
Well file	2026-03-27 C3.xlsx	Well ID	C3
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	Nanobiofab holding pathogen resource	Preprocessing	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	12.34330	2.0-42.0 h
LW60	end_norm	0.50716	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.50716	2.0-42.0 h
LW60	max_norm	0.50716	2.0-42.0 h
LW60	min_norm	-0.00280	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	0.01407	2.0-42.0 h
LW61	auc_norm	33.03461	2.0-42.0 h
LW61	end_norm	1.57824	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	1.57824	2.0-42.0 h
LW61	max_norm	1.57824	2.0-42.0 h
LW61	min_norm	0.02144	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.00000	2.0-42.0 h
LW61	pct_saturated_rows	0.00000	2.0-42.0 h
LW61	slope_norm	0.03421	2.0-42.0 h
LW62	auc_norm	-29.17067	2.0-42.0 h
LW62	end_norm	-0.80798	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.85157	2.0-42.0 h
LW62	max_norm	-0.03668	2.0-42.0 h
LW62	min_norm	-0.85157	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	-0.00615	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	0.14108	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.08174	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-6.44991	2.0-42.0 h
LW64	end_norm	-0.31196	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.31196	2.0-42.0 h
LW64	max_norm	-0.00560	2.0-42.0 h
LW64	min_norm	-0.31196	2.0-42.0 h
LW64	pct_abnormal_rows	0.00000	2.0-42.0 h
LW64	pct_missing_norm	0.00000	2.0-42.0 h
LW64	pct_saturated_rows	0.00000	2.0-42.0 h
LW64	slope_norm	-0.00701	2.0-42.0 h
LW65	auc_norm	3.12584	2.0-42.0 h
LW65	end_norm	0.12579	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.12579	2.0-42.0 h
LW65	max_norm	0.12579	2.0-42.0 h
LW65	min_norm	-0.00169	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	0.00335	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 LB-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 522 source points

Control overlay: mean of 8 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	47126.57273	599.78259	Ready
LW65	5	5963.02545	74.09258	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	0.00–67.83 h	4541.09–71803.30 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	4541.09–71803.30 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	4541.09–71803.30 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	4541.09–71803.30 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	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 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	-0.49003	-0.49003	47473.04	35034.18	35034.18	True
LW60	0.17	-0.10833	-0.10833	47473.04	44453.30	44453.30	True
LW60	0.33	-0.03932	-0.03932	47473.04	46156.30	46156.30	True
LW60	0.50	-0.00679	-0.00679	47473.04	46959.00	46959.00	True
LW60	0.67	0.00901	0.00901	47473.04	47348.80	47348.80	True
LW60	0.83	0.01770	0.01770	47473.04	47563.36	47563.36	True
LW60	1.00	0.01940	0.01940	47473.04	47605.40	47605.40	True
LW60	1.17	0.01816	0.01816	47473.04	47574.80	47574.80	True
LW60	1.33	0.01429	0.01429	47473.04	47479.30	47479.30	True
LW60	1.50	0.00936	0.00936	47473.04	47357.60	47357.60	True
LW60	1.67	0.01358	0.01358	47473.04	47461.80	47461.80	True
LW60	1.83	0.01450	0.01450	47473.04	47484.27	47484.27	True
LW60	2.00	0.01499	0.01499	47473.04	47496.60	47496.60	True
LW60	2.17	0.01481	0.01481	47473.04	47492.10	47492.10	True
LW60	2.33	0.01570	0.01570	47473.04	47513.90	47513.90	True
LW60	2.50	0.01499	0.01499	47473.04	47496.40	47496.40	True
LW60	2.67	0.01463	0.01463	47473.04	47487.70	47487.70	True
LW60	2.83	0.01354	0.01354	47473.04	47460.64	47460.64	True
LW60	3.00	0.01235	0.01235	47473.04	47431.40	47431.40	True
LW60	3.17	0.01182	0.01182	47473.04	47418.20	47418.20	True
LW60	3.33	0.01024	0.01024	47473.04	47379.20	47379.20	True
LW60	3.50	0.00900	0.00900	47473.04	47348.70	47348.70	True
LW60	3.67	0.00971	0.00971	47473.04	47366.30	47366.30	True
LW60	3.83	0.00985	0.00985	47473.04	47369.73	47369.73	True
LW60	4.00	0.00883	0.00883	47473.04	47344.40	47344.40	True
LW60	4.17	0.00883	0.00883	47473.04	47344.40	47344.40	True
LW60	4.33	0.00865	0.00865	47473.04	47340.00	47340.00	True
LW60	4.50	0.00971	0.00971	47473.04	47366.30	47366.30	True
LW60	4.67	0.00954	0.00954	47473.04	47362.00	47362.00	True
LW60	4.83	0.01081	0.01081	47473.04	47393.27	47393.27	True
LW60	5.00	0.01164	0.01164	47473.04	47413.80	47413.80	True
LW60	5.17	0.01376	0.01376	47473.04	47466.10	47466.10	True
LW60	5.33	0.01782	0.01782	47473.04	47566.30	47566.30	True
LW60	5.50	0.02293	0.02293	47473.04	47692.50	47692.50	True
LW60	5.67	0.02807	0.02807	47473.04	47819.20	47819.20	True
LW60	5.83	0.03329	0.03329	47473.04	47948.18	47948.18	True
LW60	6.00	0.03783	0.03783	47473.04	48060.00	48060.00	True
LW60	6.17	0.03979	0.03979	47473.04	48108.40	48108.40	True
LW60	6.33	0.04032	0.04032	47473.04	48121.60	48121.60	True
LW60	6.50	0.04086	0.04086	47473.04	48134.80	48134.80	True
LW60	6.67	0.04014	0.04014	47473.04	48117.20	48117.20	True
LW60	6.83	0.03929	0.03929	47473.04	48096.00	48096.00	True
LW60	7.00	0.03872	0.03872	47473.04	48082.00	48082.00	True
LW60	7.17	0.03961	0.03961	47473.04	48104.00	48104.00	True
LW60	7.33	0.04014	0.04014	47473.04	48117.20	48117.20	True
LW60	7.50	0.04104	0.04104	47473.04	48139.20	48139.20	True
LW60	7.67	0.04335	0.04335	47473.04	48196.30	48196.30	True
LW60	7.83	0.04589	0.04589	47473.04	48259.00	48259.00	True
LW60	8.00	0.04991	0.04991	47473.04	48358.20	48358.20	True
LW60	8.17	0.05655	0.05655	47473.04	48522.00	48522.00	True
LW60	8.33	0.06406	0.06406	47473.04	48707.30	48707.30	True
LW60	8.50	0.07141	0.07141	47473.04	48888.80	48888.80	True
LW60	8.67	0.08149	0.08149	47473.04	49137.50	49137.50	True
LW60	8.83	0.09341	0.09341	47473.04	49431.73	49431.73	True
LW60	9.00	0.10812	0.10812	47473.04	49794.60	49794.60	True
LW60	9.17	0.12617	0.12617	47473.04	50240.10	50240.10	True
LW60	9.33	0.14286	0.14286	47473.04	50652.00	50652.00	True
LW60	9.50	0.16132	0.16132	47473.04	51107.40	51107.40	True
LW60	9.67	0.18156	0.18156	47473.04	51607.00	51607.00	True
LW60	9.83	0.20178	0.20178	47473.04	52105.82	52105.82	True
LW60	10.00	0.22489	0.22489	47473.04	52676.20	52676.20	True
LW60	10.17	0.24479	0.24479	47473.04	53167.20	53167.20	True
LW60	10.33	0.26558	0.26558	47473.04	53680.20	53680.20	True
LW60	10.50	0.28535	0.28535	47473.04	54168.20	54168.20	True
LW60	10.67	0.30410	0.30410	47473.04	54630.80	54630.80	True
LW60	10.83	0.32576	0.32576	47473.04	55165.18	55165.18	True
LW60	11.00	0.34762	0.34762	47473.04	55704.60	55704.60	True
LW60	11.17	0.36357	0.36357	47473.04	56098.40	56098.40	True
LW60	11.33	0.37683	0.37683	47473.04	56425.50	56425.50	True
LW60	11.50	0.38517	0.38517	47473.04	56631.30	56631.30	True
LW60	11.67	0.39113	0.39113	47473.04	56778.40	56778.40	True
LW60	11.83	0.39552	0.39552	47473.04	56886.82	56886.82	True
LW60	12.00	0.40772	0.40772	47473.04	57187.70	57187.70	True
LW60	12.17	0.41454	0.41454	47473.04	57356.00	57356.00	True
LW60	12.33	0.42257	0.42257	47473.04	57554.30	57554.30	True
LW60	12.50	0.43083	0.43083	47473.04	57758.10	57758.10	True
LW60	12.67	0.43770	0.43770	47473.04	57927.50	57927.50	True
LW60	12.83	0.44449	0.44449	47473.04	58095.18	58095.18	True
LW60	13.00	0.45147	0.45147	47473.04	58267.40	58267.40	True
LW60	13.17	0.45697	0.45697	47473.04	58403.00	58403.00	True
LW65	0.00	-1.00000	-1.00000	6032.20	4541.09	4541.09	True
LW65	0.17	-0.28920	-0.28920	6032.20	5551.80	5551.80	True
LW65	0.33	-0.08511	-0.08511	6032.20	5842.00	5842.00	True
LW65	0.50	-0.01254	-0.01254	6032.20	5945.20	5945.20	True
LW65	0.67	0.01911	0.01911	6032.20	5990.20	5990.20	True
LW65	0.83	0.03706	0.03706	6032.20	6015.73	6015.73	True
LW65	1.00	0.04147	0.04147	6032.20	6022.00	6022.00	True
LW65	1.17	0.04147	0.04147	6032.20	6022.00	6022.00	True
LW65	1.33	0.04147	0.04147	6032.20	6022.00	6022.00	True
LW65	1.50	0.04147	0.04147	6032.20	6022.00	6022.00	True
LW65	1.67	0.04457	0.04457	6032.20	6026.40	6026.40	True
LW65	1.83	0.05273	0.05273	6032.20	6038.00	6038.00	True
LW65	2.00	0.05695	0.05695	6032.20	6044.00	6044.00	True
LW65	2.17	0.05695	0.05695	6032.20	6044.00	6044.00	True
LW65	2.33	0.05695	0.05695	6032.20	6044.00	6044.00	True
LW65	2.50	0.05695	0.05695	6032.20	6044.00	6044.00	True
LW65	2.67	0.05695	0.05695	6032.20	6044.00	6044.00	True
LW65	2.83	0.05695	0.05695	6032.20	6044.00	6044.00	True
LW65	3.00	0.05695	0.05695	6032.20	6044.00	6044.00	True
LW65	3.17	0.05695	0.05695	6032.20	6044.00	6044.00	True
LW65	3.33	0.05540	0.05540	6032.20	6041.80	6041.80	True
LW65	3.50	0.05076	0.05076	6032.20	6035.20	6035.20	True
LW65	3.67	0.05076	0.05076	6032.20	6035.20	6035.20	True
LW65	3.83	0.04429	0.04429	6032.20	6026.00	6026.00	True
LW65	4.00	0.04147	0.04147	6032.20	6022.00	6022.00	True
LW65	4.17	0.04147	0.04147	6032.20	6022.00	6022.00	True
LW65	4.33	0.04147	0.04147	6032.20	6022.00	6022.00	True
LW65	4.50	0.04147	0.04147	6032.20	6022.00	6022.00	True
LW65	4.67	0.04612	0.04612	6032.20	6028.60	6028.60	True
LW65	4.83	0.04429	0.04429	6032.20	6026.00	6026.00	True
LW65	5.00	0.04612	0.04612	6032.20	6028.60	6028.60	True
LW65	5.17	0.05695	0.05695	6032.20	6044.00	6044.00	True
LW65	5.33	0.05695	0.05695	6032.20	6044.00	6044.00	True
LW65	5.50	0.06989	0.06989	6032.20	6062.40	6062.40	True
LW65	5.67	0.07312	0.07312	6032.20	6067.00	6067.00	True
LW65	5.83	0.08859	0.08859	6032.20	6089.00	6089.00	True
LW65	6.00	0.08859	0.08859	6032.20	6089.00	6089.00	True
LW65	6.17	0.09345	0.09345	6032.20	6095.90	6095.90	True
LW65	6.33	0.09183	0.09183	6032.20	6093.60	6093.60	True
LW65	6.50	0.09021	0.09021	6032.20	6091.30	6091.30	True
LW65	6.67	0.08859	0.08859	6032.20	6089.00	6089.00	True
LW65	6.83	0.08859	0.08859	6032.20	6089.00	6089.00	True
LW65	7.00	0.08859	0.08859	6032.20	6089.00	6089.00	True
LW65	7.17	0.08859	0.08859	6032.20	6089.00	6089.00	True
LW65	7.33	0.08705	0.08705	6032.20	6086.80	6086.80	True
LW65	7.50	0.08241	0.08241	6032.20	6080.20	6080.20	True
LW65	7.67	0.07312	0.07312	6032.20	6067.00	6067.00	True
LW65	7.83	0.07312	0.07312	6032.20	6067.00	6067.00	True
LW65	8.00	0.07312	0.07312	6032.20	6067.00	6067.00	True
LW65	8.17	0.07312	0.07312	6032.20	6067.00	6067.00	True
LW65	8.33	0.07312	0.07312	6032.20	6067.00	6067.00	True
LW65	8.50	0.07312	0.07312	6032.20	6067.00	6067.00	True
LW65	8.67	0.07312	0.07312	6032.20	6067.00	6067.00	True
LW65	8.83	0.07312	0.07312	6032.20	6067.00	6067.00	True
LW65	9.00	0.07312	0.07312	6032.20	6067.00	6067.00	True
LW65	9.17	0.08241	0.08241	6032.20	6080.20	6080.20	True
LW65	9.33	0.08859	0.08859	6032.20	6089.00	6089.00	True
LW65	9.50	0.08859	0.08859	6032.20	6089.00	6089.00	True
LW65	9.67	0.08859	0.08859	6032.20	6089.00	6089.00	True
LW65	9.83	0.08859	0.08859	6032.20	6089.00	6089.00	True
LW65	10.00	0.09506	0.09506	6032.20	6098.20	6098.20	True
LW65	10.17	0.10477	0.10477	6032.20	6112.00	6112.00	True
LW65	10.33	0.10632	0.10632	6032.20	6114.20	6114.20	True
LW65	10.50	0.11869	0.11869	6032.20	6131.80	6131.80	True
LW65	10.67	0.13156	0.13156	6032.20	6150.10	6150.10	True
LW65	10.83	0.14626	0.14626	6032.20	6171.00	6171.00	True
LW65	11.00	0.17735	0.17735	6032.20	6215.20	6215.20	True
LW65	11.17	0.20583	0.20583	6032.20	6255.70	6255.70	True
LW65	11.33	0.22812	0.22812	6032.20	6287.40	6287.40	True
LW65	11.50	0.25056	0.25056	6032.20	6319.30	6319.30	True
LW65	11.67	0.26300	0.26300	6032.20	6337.00	6337.00	True
LW65	11.83	0.27477	0.27477	6032.20	6353.73	6353.73	True
LW65	12.00	0.29001	0.29001	6032.20	6375.40	6375.40	True
LW65	12.17	0.29465	0.29465	6032.20	6382.00	6382.00	True
LW65	12.33	0.29950	0.29950	6032.20	6388.90	6388.90	True
LW65	12.50	0.30921	0.30921	6032.20	6402.70	6402.70	True
LW65	12.67	0.31568	0.31568	6032.20	6411.90	6411.90	True
LW65	12.83	0.32700	0.32700	6032.20	6428.00	6428.00	True
LW65	13.00	0.32700	0.32700	6032.20	6428.00	6428.00	True
LW65	13.17	0.32700	0.32700	6032.20	6428.00	6428.00	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