2026-04-10 A1.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: 2026-04-10 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	2026-04-10 inc4	Run date	2026-04-10
Media	FB	Incubator	inc4
Well file	2026-04-10 A1.xlsx	Well ID	A1
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	1.39826	2.0-42.0 h
LW60	end_norm	0.03585	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.07906	2.0-42.0 h
LW60	max_norm	0.07906	2.0-42.0 h
LW60	min_norm	-0.00910	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	-0.00026	2.0-42.0 h
LW61	auc_norm	24.44109	2.0-42.0 h
LW61	end_norm	0.83609	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.83609	2.0-42.0 h
LW61	max_norm	0.83609	2.0-42.0 h
LW61	min_norm	0.01597	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	0.01386	2.0-42.0 h
LW62	auc_norm	-1.46256	2.0-42.0 h
LW62	end_norm	0.05817	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.44507	2.0-42.0 h
LW62	max_norm	0.05844	2.0-42.0 h
LW62	min_norm	-0.44507	2.0-42.0 h
LW62	pct_abnormal_rows	0.00000	2.0-42.0 h
LW62	pct_missing_norm	0.82158	2.0-42.0 h
LW62	pct_saturated_rows	0.83429	2.0-42.0 h
LW62	slope_norm	0.01102	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	0.41701	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	0.70700	2.0-42.0 h
LW65	end_norm	0.02747	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.04102	2.0-42.0 h
LW65	max_norm	0.04102	2.0-42.0 h
LW65	min_norm	-0.01302	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	0.00012	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 526 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	28231.43818	79.36496	Ready
LW65	5	11986.32000	33.61825	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	0.00–44.33 h	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 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	0.00–44.33 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 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	-0.87696	-0.87696	28155.50	25218.00	26346.00	True
LW60	0.17	-0.16951	-0.16951	28155.50	27867.00	27867.00	True
LW60	0.33	-0.05988	-0.05988	28155.50	28102.70	28102.70	True
LW60	0.50	-0.01090	-0.01090	28155.50	28208.00	28208.00	True
LW60	0.67	0.03022	0.03022	28155.50	28296.40	28296.40	True
LW60	0.83	0.02259	0.02259	28155.50	28280.00	28280.00	True
LW60	1.00	0.01798	0.01798	28155.50	28270.09	28270.09	True
LW60	1.17	0.01952	0.01952	28155.50	28273.40	28273.40	True
LW60	1.33	0.00752	0.00752	28155.50	28247.60	28247.60	True
LW60	1.50	-0.00155	-0.00155	28155.50	28228.10	28228.10	True
LW60	1.67	-0.01690	-0.01690	28155.50	28195.10	28195.10	True
LW60	1.83	-0.05374	-0.05374	28155.50	28115.90	28115.90	True
LW60	2.00	-0.07369	-0.07369	28155.50	28073.00	28073.00	True
LW60	2.17	-0.09802	-0.09802	28155.50	28020.70	28020.70	True
LW60	2.33	-0.11621	-0.11621	28155.50	27981.60	27981.60	True
LW60	2.50	-0.12235	-0.12235	28155.50	27968.40	27968.40	True
LW60	2.67	-0.11621	-0.11621	28155.50	27981.60	27981.60	True
LW60	2.83	-0.09581	-0.09581	28155.50	28025.45	28025.45	True
LW60	3.00	-0.09951	-0.09951	28155.50	28017.50	28017.50	True
LW60	3.17	-0.09797	-0.09797	28155.50	28020.80	28020.80	True
LW60	3.33	-0.09648	-0.09648	28155.50	28024.00	28024.00	True
LW60	3.50	-0.10853	-0.10853	28155.50	27998.10	27998.10	True
LW60	3.67	-0.10551	-0.10551	28155.50	28004.60	28004.60	True
LW60	3.83	-0.10676	-0.10676	28155.50	28001.91	28001.91	True
LW60	4.00	-0.13923	-0.13923	28155.50	27932.10	27932.10	True
LW60	4.17	-0.14997	-0.14997	28155.50	27909.00	27909.00	True
LW60	4.33	-0.15444	-0.15444	28155.50	27899.40	27899.40	True
LW60	4.50	-0.14537	-0.14537	28155.50	27918.90	27918.90	True
LW60	4.67	-0.12542	-0.12542	28155.50	27961.80	27961.80	True
LW60	4.83	-0.07365	-0.07365	28155.50	28073.09	28073.09	True
LW60	5.00	-0.00318	-0.00318	28155.50	28224.60	28224.60	True
LW60	5.17	0.05784	0.05784	28155.50	28355.80	28355.80	True
LW60	5.33	0.12691	0.12691	28155.50	28504.30	28504.30	True
LW60	5.50	0.18854	0.18854	28155.50	28636.80	28636.80	True
LW60	5.67	0.25938	0.25938	28155.50	28789.10	28789.10	True
LW60	5.83	0.31033	0.31033	28155.50	28898.64	28898.64	True
LW60	6.00	0.37687	0.37687	28155.50	29041.70	29041.70	True
LW60	6.17	0.44822	0.44822	28155.50	29195.10	29195.10	True
LW60	6.33	0.53543	0.53543	28155.50	29382.60	29382.60	True
LW60	6.50	0.63367	0.63367	28155.50	29593.80	29593.80	True
LW60	6.67	0.73693	0.73693	28155.50	29815.80	29815.80	True
LW60	6.83	0.82345	0.82345	28155.50	30001.82	30001.82	True
LW60	7.00	0.87190	0.87190	28155.50	30106.00	30106.00	True
LW60	7.17	0.90353	0.90353	28155.50	30174.00	30174.00	True
LW60	7.33	0.93674	0.93674	28155.50	30245.40	30245.40	True
LW60	7.50	0.95888	0.95888	28155.50	30293.00	30293.00	True
LW60	7.67	0.96679	0.96679	28155.50	30310.00	30310.00	True
LW60	7.83	0.97973	0.97973	28155.50	30337.82	30337.82	True
LW60	8.00	0.99842	0.99842	28155.50	30378.00	30378.00	True
LW60	8.17	1.00000	1.00000	28155.50	30381.40	30381.40	True
LW60	8.33	1.00000	1.00000	28155.50	30381.40	30381.40	True
LW60	8.50	1.00000	1.00000	28155.50	30381.40	30381.40	True
LW60	8.67	0.99526	0.99526	28155.50	30371.20	30371.20	True
LW60	8.83	0.99267	0.99267	28155.50	30365.64	30365.64	True
LW60	9.00	0.98577	0.98577	28155.50	30350.80	30350.80	True
LW60	9.17	0.98102	0.98102	28155.50	30340.60	30340.60	True
LW60	9.33	0.96995	0.96995	28155.50	30316.80	30316.80	True
LW60	9.50	0.96521	0.96521	28155.50	30306.60	30306.60	True
LW60	9.67	0.95098	0.95098	28155.50	30276.00	30276.00	True
LW60	9.83	0.94666	0.94666	28155.50	30266.73	30266.73	True
LW60	10.00	0.93042	0.93042	28155.50	30231.80	30231.80	True
LW60	10.17	0.91777	0.91777	28155.50	30204.60	30204.60	True
LW60	10.33	0.89879	0.89879	28155.50	30163.80	30163.80	True
LW60	10.50	0.88456	0.88456	28155.50	30133.20	30133.20	True
LW60	10.67	0.87507	0.87507	28155.50	30112.80	30112.80	True
LW60	10.83	0.85897	0.85897	28155.50	30078.18	30078.18	True
LW60	11.00	0.84995	0.84995	28155.50	30058.80	30058.80	True
LW60	11.17	0.83125	0.83125	28155.50	30018.60	30018.60	True
LW60	11.33	0.81860	0.81860	28155.50	29991.40	29991.40	True
LW60	11.50	0.80437	0.80437	28155.50	29960.80	29960.80	True
LW60	11.67	0.79962	0.79962	28155.50	29950.60	29950.60	True
LW60	11.83	0.78036	0.78036	28155.50	29909.18	29909.18	True
LW60	12.00	0.76827	0.76827	28155.50	29883.20	29883.20	True
LW60	12.17	0.75581	0.75581	28155.50	29856.40	29856.40	True
LW60	12.33	0.73841	0.73841	28155.50	29819.00	29819.00	True
LW60	12.50	0.72590	0.72590	28155.50	29792.10	29792.10	True
LW60	12.67	0.70883	0.70883	28155.50	29755.40	29755.40	True
LW60	12.83	0.69359	0.69359	28155.50	29722.64	29722.64	True
LW60	13.00	0.67897	0.67897	28155.50	29691.20	29691.20	True
LW60	13.17	0.66818	0.66818	28155.50	29668.00	29668.00	True
LW65	0.00	-1.00000	-1.00000	11906.00	10390.09	10771.78	True
LW65	0.17	-0.21005	-0.21005	11906.00	11731.20	11731.20	True
LW65	0.33	-0.04752	-0.04752	11906.00	11928.60	11928.60	True
LW65	0.50	-0.00150	-0.00150	11906.00	11984.50	11984.50	True
LW65	0.67	0.01703	0.01703	11906.00	12007.00	12007.00	True
LW65	0.83	0.01497	0.01497	11906.00	12004.50	12004.50	True
LW65	1.00	0.01703	0.01703	11906.00	12007.00	12007.00	True
LW65	1.17	-0.00356	-0.00356	11906.00	11982.00	11982.00	True
LW65	1.33	-0.02002	-0.02002	11906.00	11962.00	11962.00	True
LW65	1.50	-0.03707	-0.03707	11906.00	11941.30	11941.30	True
LW65	1.67	-0.05584	-0.05584	11906.00	11918.50	11918.50	True
LW65	1.83	-0.07642	-0.07642	11906.00	11893.50	11893.50	True
LW65	2.00	-0.09607	-0.09607	11906.00	11869.64	11869.64	True
LW65	2.17	-0.11347	-0.11347	11906.00	11848.50	11848.50	True
LW65	2.33	-0.12583	-0.12583	11906.00	11833.50	11833.50	True
LW65	2.50	-0.13406	-0.13406	11906.00	11823.50	11823.50	True
LW65	2.67	-0.14023	-0.14023	11906.00	11816.00	11816.00	True
LW65	2.83	-0.12788	-0.12788	11906.00	11831.00	11831.00	True
LW65	3.00	-0.14229	-0.14229	11906.00	11813.50	11813.50	True
LW65	3.17	-0.13818	-0.13818	11906.00	11818.50	11818.50	True
LW65	3.33	-0.14847	-0.14847	11906.00	11806.00	11806.00	True
LW65	3.50	-0.15464	-0.15464	11906.00	11798.50	11798.50	True
LW65	3.67	-0.15670	-0.15670	11906.00	11796.00	11796.00	True
LW65	3.83	-0.16344	-0.16344	11906.00	11787.82	11787.82	True
LW65	4.00	-0.17317	-0.17317	11906.00	11776.00	11776.00	True
LW65	4.17	-0.19375	-0.19375	11906.00	11751.00	11751.00	True
LW65	4.33	-0.18552	-0.18552	11906.00	11761.00	11761.00	True
LW65	4.50	-0.18140	-0.18140	11906.00	11766.00	11766.00	True
LW65	4.67	-0.17523	-0.17523	11906.00	11773.50	11773.50	True
LW65	4.83	-0.15595	-0.15595	11906.00	11796.91	11796.91	True
LW65	5.00	-0.12994	-0.12994	11906.00	11828.50	11828.50	True
LW65	5.17	-0.09495	-0.09495	11906.00	11871.00	11871.00	True
LW65	5.33	-0.05996	-0.05996	11906.00	11913.50	11913.50	True
LW65	5.50	-0.03484	-0.03484	11906.00	11944.00	11944.00	True
LW65	5.67	-0.00150	-0.00150	11906.00	11984.50	11984.50	True
LW65	5.83	0.03387	0.03387	11906.00	12027.45	12027.45	True
LW65	6.00	0.07260	0.07260	11906.00	12074.50	12074.50	True
LW65	6.17	0.09936	0.09936	11906.00	12107.00	12107.00	True
LW65	6.33	0.12612	0.12612	11906.00	12139.50	12139.50	True
LW65	6.50	0.14481	0.14481	11906.00	12162.20	12162.20	True
LW65	6.67	0.18046	0.18046	11906.00	12205.50	12205.50	True
LW65	6.83	0.20311	0.20311	11906.00	12233.00	12233.00	True
LW65	7.00	0.22369	0.22369	11906.00	12258.00	12258.00	True
LW65	7.17	0.24436	0.24436	11906.00	12283.10	12283.10	True
LW65	7.33	0.25712	0.25712	11906.00	12298.60	12298.60	True
LW65	7.50	0.27186	0.27186	11906.00	12316.50	12316.50	True
LW65	7.67	0.29038	0.29038	11906.00	12339.00	12339.00	True
LW65	7.83	0.29188	0.29188	11906.00	12340.82	12340.82	True
LW65	8.00	0.30479	0.30479	11906.00	12356.50	12356.50	True
LW65	8.17	0.31714	0.31714	11906.00	12371.50	12371.50	True
LW65	8.33	0.32537	0.32537	11906.00	12381.50	12381.50	True
LW65	8.50	0.32743	0.32743	11906.00	12384.00	12384.00	True
LW65	8.67	0.32743	0.32743	11906.00	12384.00	12384.00	True
LW65	8.83	0.33522	0.33522	11906.00	12393.45	12393.45	True
LW65	9.00	0.32537	0.32537	11906.00	12381.50	12381.50	True
LW65	9.17	0.33385	0.33385	11906.00	12391.80	12391.80	True
LW65	9.33	0.33385	0.33385	11906.00	12391.80	12391.80	True
LW65	9.50	0.33599	0.33599	11906.00	12394.40	12394.40	True
LW65	9.67	0.32957	0.32957	11906.00	12386.60	12386.60	True
LW65	9.83	0.32743	0.32743	11906.00	12384.00	12384.00	True
LW65	10.00	0.32332	0.32332	11906.00	12379.00	12379.00	True
LW65	10.17	0.31920	0.31920	11906.00	12374.00	12374.00	True
LW65	10.33	0.31920	0.31920	11906.00	12374.00	12374.00	True
LW65	10.50	0.31096	0.31096	11906.00	12364.00	12364.00	True
LW65	10.67	0.31302	0.31302	11906.00	12366.50	12366.50	True
LW65	10.83	0.30498	0.30498	11906.00	12356.73	12356.73	True
LW65	11.00	0.30067	0.30067	11906.00	12351.50	12351.50	True
LW65	11.17	0.29656	0.29656	11906.00	12346.50	12346.50	True
LW65	11.33	0.29244	0.29244	11906.00	12341.50	12341.50	True
LW65	11.50	0.28009	0.28009	11906.00	12326.50	12326.50	True
LW65	11.67	0.27391	0.27391	11906.00	12319.00	12319.00	True
LW65	11.83	0.26373	0.26373	11906.00	12306.64	12306.64	True
LW65	12.00	0.26140	0.26140	11906.00	12303.80	12303.80	True
LW65	12.17	0.25284	0.25284	11906.00	12293.40	12293.40	True
LW65	12.33	0.24855	0.24855	11906.00	12288.20	12288.20	True
LW65	12.50	0.22781	0.22781	11906.00	12263.00	12263.00	True
LW65	12.67	0.21957	0.21957	11906.00	12253.00	12253.00	True
LW65	12.83	0.20872	0.20872	11906.00	12239.82	12239.82	True
LW65	13.00	0.20311	0.20311	11906.00	12233.00	12233.00	True
LW65	13.17	0.19487	0.19487	11906.00	12223.00	12223.00	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