2026-04-10 A2.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 A2.xlsx	Well ID	A2
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	1.56218	2.0-42.0 h
LW60	end_norm	0.05722	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.06616	2.0-42.0 h
LW60	max_norm	0.06616	2.0-42.0 h
LW60	min_norm	-0.00726	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	0.00071	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	-19.84672	2.0-42.0 h
LW62	end_norm	-0.80044	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.80044	2.0-42.0 h
LW62	max_norm	0.07397	2.0-42.0 h
LW62	min_norm	-0.80044	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	-0.01765	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	0.06929	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.03320	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-4.28308	2.0-42.0 h
LW64	end_norm	-0.08751	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.19019	2.0-42.0 h
LW64	max_norm	0.03466	2.0-42.0 h
LW64	min_norm	-0.19019	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	-0.00089	2.0-42.0 h
LW65	auc_norm	2.28568	2.0-42.0 h
LW65	end_norm	0.08079	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.08193	2.0-42.0 h
LW65	max_norm	0.08193	2.0-42.0 h
LW65	min_norm	-0.00146	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	0.00133	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	19158.91455	22.76559	Ready
LW65	5	5991.68000	43.66883	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	5021.36–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	5021.36–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	5021.36–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	5021.36–49923.62 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	-1.00000–0.96695 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	-1.00000–0.96695 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	-1.00000–0.96695 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 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	19044.20	17189.36	17189.36	True
LW60	0.17	-0.10851	-0.10851	19044.20	18945.20	18945.20	True
LW60	0.33	-0.00767	-0.00767	19044.20	19143.80	19143.80	True
LW60	0.50	0.01812	0.01812	19044.20	19194.60	19194.60	True
LW60	0.67	0.00390	0.00390	19044.20	19166.60	19166.60	True
LW60	0.83	-0.00336	-0.00336	19044.20	19152.30	19152.30	True
LW60	1.00	-0.01099	-0.01099	19044.20	19137.27	19137.27	True
LW60	1.17	-0.02362	-0.02362	19044.20	19112.40	19112.40	True
LW60	1.33	-0.02788	-0.02788	19044.20	19104.00	19104.00	True
LW60	1.50	-0.03819	-0.03819	19044.20	19083.70	19083.70	True
LW60	1.67	-0.04829	-0.04829	19044.20	19063.80	19063.80	True
LW60	1.83	-0.06820	-0.06820	19044.20	19024.60	19024.60	True
LW60	2.00	-0.08572	-0.08572	19044.20	18990.09	18990.09	True
LW60	2.17	-0.09714	-0.09714	19044.20	18967.60	18967.60	True
LW60	2.33	-0.09998	-0.09998	19044.20	18962.00	18962.00	True
LW60	2.50	-0.09998	-0.09998	19044.20	18962.00	18962.00	True
LW60	2.67	-0.10424	-0.10424	19044.20	18953.60	18953.60	True
LW60	2.83	-0.10515	-0.10515	19044.20	18951.82	18951.82	True
LW60	3.00	-0.09998	-0.09998	19044.20	18962.00	18962.00	True
LW60	3.17	-0.10424	-0.10424	19044.20	18953.60	18953.60	True
LW60	3.33	-0.10282	-0.10282	19044.20	18956.40	18956.40	True
LW60	3.50	-0.10993	-0.10993	19044.20	18942.40	18942.40	True
LW60	3.67	-0.11420	-0.11420	19044.20	18934.00	18934.00	True
LW60	3.83	-0.11420	-0.11420	19044.20	18934.00	18934.00	True
LW60	4.00	-0.11562	-0.11562	19044.20	18931.20	18931.20	True
LW60	4.17	-0.12699	-0.12699	19044.20	18908.80	18908.80	True
LW60	4.33	-0.12841	-0.12841	19044.20	18906.00	18906.00	True
LW60	4.50	-0.12841	-0.12841	19044.20	18906.00	18906.00	True
LW60	4.67	-0.11135	-0.11135	19044.20	18939.60	18939.60	True
LW60	4.83	-0.06472	-0.06472	19044.20	19031.45	19031.45	True
LW60	5.00	-0.00630	-0.00630	19044.20	19146.50	19146.50	True
LW60	5.17	0.04990	0.04990	19044.20	19257.20	19257.20	True
LW60	5.33	0.10337	0.10337	19044.20	19362.50	19362.50	True
LW60	5.50	0.14688	0.14688	19044.20	19448.20	19448.20	True
LW60	5.67	0.18602	0.18602	19044.20	19525.30	19525.30	True
LW60	5.83	0.23240	0.23240	19044.20	19616.64	19616.64	True
LW60	6.00	0.27031	0.27031	19044.20	19691.30	19691.30	True
LW60	6.17	0.30956	0.30956	19044.20	19768.60	19768.60	True
LW60	6.33	0.35474	0.35474	19044.20	19857.60	19857.60	True
LW60	6.50	0.40135	0.40135	19044.20	19949.40	19949.40	True
LW60	6.67	0.44395	0.44395	19044.20	20033.30	20033.30	True
LW60	6.83	0.49240	0.49240	19044.20	20128.73	20128.73	True
LW60	7.00	0.52306	0.52306	19044.20	20189.10	20189.10	True
LW60	7.17	0.53925	0.53925	19044.20	20221.00	20221.00	True
LW60	7.33	0.55545	0.55545	19044.20	20252.90	20252.90	True
LW60	7.50	0.56576	0.56576	19044.20	20273.20	20273.20	True
LW60	7.67	0.57012	0.57012	19044.20	20281.80	20281.80	True
LW60	7.83	0.57258	0.57258	19044.20	20286.64	20286.64	True
LW60	8.00	0.58007	0.58007	19044.20	20301.40	20301.40	True
LW60	8.17	0.58150	0.58150	19044.20	20304.20	20304.20	True
LW60	8.33	0.57865	0.57865	19044.20	20298.60	20298.60	True
LW60	8.50	0.56870	0.56870	19044.20	20279.00	20279.00	True
LW60	8.67	0.57439	0.57439	19044.20	20290.20	20290.20	True
LW60	8.83	0.56201	0.56201	19044.20	20265.82	20265.82	True
LW60	9.00	0.55398	0.55398	19044.20	20250.00	20250.00	True
LW60	9.17	0.55250	0.55250	19044.20	20247.10	20247.10	True
LW60	9.33	0.54073	0.54073	19044.20	20223.90	20223.90	True
LW60	9.50	0.53336	0.53336	19044.20	20209.40	20209.40	True
LW60	9.67	0.52453	0.52453	19044.20	20192.00	20192.00	True
LW60	9.83	0.51650	0.51650	19044.20	20176.18	20176.18	True
LW60	10.00	0.50686	0.50686	19044.20	20157.20	20157.20	True
LW60	10.17	0.49508	0.49508	19044.20	20134.00	20134.00	True
LW60	10.33	0.49214	0.49214	19044.20	20128.20	20128.20	True
LW60	10.50	0.48183	0.48183	19044.20	20107.90	20107.90	True
LW60	10.67	0.47152	0.47152	19044.20	20087.60	20087.60	True
LW60	10.83	0.46305	0.46305	19044.20	20070.91	20070.91	True
LW60	11.00	0.44847	0.44847	19044.20	20042.20	20042.20	True
LW60	11.17	0.43669	0.43669	19044.20	20019.00	20019.00	True
LW60	11.33	0.42638	0.42638	19044.20	19998.70	19998.70	True
LW60	11.50	0.41460	0.41460	19044.20	19975.50	19975.50	True
LW60	11.67	0.40430	0.40430	19044.20	19955.20	19955.20	True
LW60	11.83	0.38993	0.38993	19044.20	19926.91	19926.91	True
LW60	12.00	0.37830	0.37830	19044.20	19904.00	19904.00	True
LW60	12.17	0.36800	0.36800	19044.20	19883.70	19883.70	True
LW60	12.33	0.36358	0.36358	19044.20	19875.00	19875.00	True
LW60	12.50	0.34885	0.34885	19044.20	19846.00	19846.00	True
LW60	12.67	0.34149	0.34149	19044.20	19831.50	19831.50	True
LW60	12.83	0.32638	0.32638	19044.20	19801.73	19801.73	True
LW60	13.00	0.31991	0.31991	19044.20	19789.00	19789.00	True
LW60	13.17	0.31844	0.31844	19044.20	19786.10	19786.10	True
LW65	0.00	-1.00000	-1.00000	6030.80	5021.36	5249.38	True
LW65	0.17	-0.32841	-0.32841	6030.80	5747.90	5747.90	True
LW65	0.33	-0.09899	-0.09899	6030.80	5918.20	5918.20	True
LW65	0.50	-0.00806	-0.00806	6030.80	5985.70	5985.70	True
LW65	0.67	0.02535	0.02535	6030.80	6010.50	6010.50	True
LW65	0.83	0.04085	0.04085	6030.80	6022.00	6022.00	True
LW65	1.00	0.04085	0.04085	6030.80	6022.00	6022.00	True
LW65	1.17	0.04974	0.04974	6030.80	6028.60	6028.60	True
LW65	1.33	0.05270	0.05270	6030.80	6030.80	6030.80	True
LW65	1.50	0.06752	0.06752	6030.80	6041.80	6041.80	True
LW65	1.67	0.06159	0.06159	6030.80	6037.40	6037.40	True
LW65	1.83	0.04381	0.04381	6030.80	6024.20	6024.20	True
LW65	2.00	0.04085	0.04085	6030.80	6022.00	6022.00	True
LW65	2.17	0.04085	0.04085	6030.80	6022.00	6022.00	True
LW65	2.33	0.04085	0.04085	6030.80	6022.00	6022.00	True
LW65	2.50	0.05270	0.05270	6030.80	6030.80	6030.80	True
LW65	2.67	0.04381	0.04381	6030.80	6024.20	6024.20	True
LW65	2.83	0.04623	0.04623	6030.80	6026.00	6026.00	True
LW65	3.00	0.06159	0.06159	6030.80	6037.40	6037.40	True
LW65	3.17	0.05863	0.05863	6030.80	6035.20	6035.20	True
LW65	3.33	0.05566	0.05566	6030.80	6033.00	6033.00	True
LW65	3.50	0.05566	0.05566	6030.80	6033.00	6033.00	True
LW65	3.67	0.06159	0.06159	6030.80	6037.40	6037.40	True
LW65	3.83	0.05971	0.05971	6030.80	6036.00	6036.00	True
LW65	4.00	0.05270	0.05270	6030.80	6030.80	6030.80	True
LW65	4.17	0.04381	0.04381	6030.80	6024.20	6024.20	True
LW65	4.33	0.04085	0.04085	6030.80	6022.00	6022.00	True
LW65	4.50	0.04085	0.04085	6030.80	6022.00	6022.00	True
LW65	4.67	0.05566	0.05566	6030.80	6033.00	6033.00	True
LW65	4.83	0.08175	0.08175	6030.80	6052.36	6052.36	True
LW65	5.00	0.11629	0.11629	6030.80	6078.00	6078.00	True
LW65	5.17	0.16182	0.16182	6030.80	6111.80	6111.80	True
LW65	5.33	0.20102	0.20102	6030.80	6140.90	6140.90	True
LW65	5.50	0.23457	0.23457	6030.80	6165.80	6165.80	True
LW65	5.67	0.26474	0.26474	6030.80	6188.20	6188.20	True
LW65	5.83	0.29950	0.29950	6030.80	6214.00	6214.00	True
LW65	6.00	0.32833	0.32833	6030.80	6235.40	6235.40	True
LW65	6.17	0.36767	0.36767	6030.80	6264.60	6264.60	True
LW65	6.33	0.39838	0.39838	6030.80	6287.40	6287.40	True
LW65	6.50	0.41697	0.41697	6030.80	6301.20	6301.20	True
LW65	6.67	0.45334	0.45334	6030.80	6328.20	6328.20	True
LW65	6.83	0.47647	0.47647	6030.80	6345.36	6345.36	True
LW65	7.00	0.49915	0.49915	6030.80	6362.20	6362.20	True
LW65	7.17	0.51989	0.51989	6030.80	6377.60	6377.60	True
LW65	7.33	0.52892	0.52892	6030.80	6384.30	6384.30	True
LW65	7.50	0.53512	0.53512	6030.80	6388.90	6388.90	True
LW65	7.67	0.54131	0.54131	6030.80	6393.50	6393.50	True
LW65	7.83	0.55117	0.55117	6030.80	6400.82	6400.82	True
LW65	8.00	0.55681	0.55681	6030.80	6405.00	6405.00	True
LW65	8.17	0.56920	0.56920	6030.80	6414.20	6414.20	True
LW65	8.33	0.58159	0.58159	6030.80	6423.40	6423.40	True
LW65	8.50	0.58469	0.58469	6030.80	6425.70	6425.70	True
LW65	8.67	0.58779	0.58779	6030.80	6428.00	6428.00	True
LW65	8.83	0.58779	0.58779	6030.80	6428.00	6428.00	True
LW65	9.00	0.58779	0.58779	6030.80	6428.00	6428.00	True
LW65	9.17	0.58469	0.58469	6030.80	6425.70	6425.70	True
LW65	9.33	0.58779	0.58779	6030.80	6428.00	6428.00	True
LW65	9.50	0.58779	0.58779	6030.80	6428.00	6428.00	True
LW65	9.67	0.57230	0.57230	6030.80	6416.50	6416.50	True
LW65	9.83	0.56807	0.56807	6030.80	6413.36	6413.36	True
LW65	10.00	0.55990	0.55990	6030.80	6407.30	6407.30	True
LW65	10.17	0.57850	0.57850	6030.80	6421.10	6421.10	True
LW65	10.33	0.56920	0.56920	6030.80	6414.20	6414.20	True
LW65	10.50	0.56610	0.56610	6030.80	6411.90	6411.90	True
LW65	10.67	0.55990	0.55990	6030.80	6407.30	6407.30	True
LW65	10.83	0.55681	0.55681	6030.80	6405.00	6405.00	True
LW65	11.00	0.55681	0.55681	6030.80	6405.00	6405.00	True
LW65	11.17	0.55681	0.55681	6030.80	6405.00	6405.00	True
LW65	11.33	0.55681	0.55681	6030.80	6405.00	6405.00	True
LW65	11.50	0.54751	0.54751	6030.80	6398.10	6398.10	True
LW65	11.67	0.54131	0.54131	6030.80	6393.50	6393.50	True
LW65	11.83	0.53427	0.53427	6030.80	6388.27	6388.27	True
LW65	12.00	0.52582	0.52582	6030.80	6382.00	6382.00	True
LW65	12.17	0.52892	0.52892	6030.80	6384.30	6384.30	True
LW65	12.33	0.52582	0.52582	6030.80	6382.00	6382.00	True
LW65	12.50	0.52582	0.52582	6030.80	6382.00	6382.00	True
LW65	12.67	0.52582	0.52582	6030.80	6382.00	6382.00	True
LW65	12.83	0.52043	0.52043	6030.80	6378.00	6378.00	True
LW65	13.00	0.51100	0.51100	6030.80	6371.00	6371.00	True
LW65	13.17	0.51989	0.51989	6030.80	6377.60	6377.60	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