2026-04-15 A3.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 A3.xlsx	Well ID	A3
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	2.33869	2.0-42.0 h
LW60	end_norm	0.07090	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.07964	2.0-42.0 h
LW60	max_norm	0.07964	2.0-42.0 h
LW60	min_norm	-0.00372	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	0.00135	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	-21.58471	2.0-42.0 h
LW62	end_norm	-0.61889	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.72806	2.0-42.0 h
LW62	max_norm	0.47075	2.0-42.0 h
LW62	min_norm	-0.72806	2.0-42.0 h
LW62	pct_abnormal_rows	0.00000	2.0-42.0 h
LW62	pct_missing_norm	0.01660	2.0-42.0 h
LW62	pct_saturated_rows	0.03425	2.0-42.0 h
LW62	slope_norm	-0.01454	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	0.21494	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.17012	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	4.35911	2.0-42.0 h
LW65	end_norm	0.12879	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.15081	2.0-42.0 h
LW65	max_norm	0.15081	2.0-42.0 h
LW65	min_norm	-0.00108	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	0.00324	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	26588.23091	326.76310	Ready
LW65	5	8126.43091	192.91943	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	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 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	-1.00000	-1.00000	27088.00	23470.64	23574.90	True
LW60	0.17	-0.28405	-0.28405	27088.00	25732.30	25732.30	True
LW60	0.33	-0.15681	-0.15681	27088.00	26115.70	26115.70	True
LW60	0.50	-0.05304	-0.05304	27088.00	26428.40	26428.40	True
LW60	0.67	0.01811	0.01811	27088.00	26642.80	26642.80	True
LW60	0.83	0.07441	0.07441	27088.00	26812.45	26812.45	True
LW60	1.00	0.11733	0.11733	27088.00	26941.80	26941.80	True
LW60	1.17	0.13983	0.13983	27088.00	27009.60	27009.60	True
LW60	1.33	0.16230	0.16230	27088.00	27077.30	27077.30	True
LW60	1.50	0.17096	0.17096	27088.00	27103.40	27103.40	True
LW60	1.67	0.16884	0.16884	27088.00	27097.00	27097.00	True
LW60	1.83	0.16287	0.16287	27088.00	27079.00	27079.00	True
LW60	2.00	0.16117	0.16117	27088.00	27073.90	27073.90	True
LW60	2.17	0.13240	0.13240	27088.00	26987.20	26987.20	True
LW60	2.33	0.14627	0.14627	27088.00	27029.00	27029.00	True
LW60	2.50	0.19343	0.19343	27088.00	27171.10	27171.10	True
LW60	2.67	0.22555	0.22555	27088.00	27267.90	27267.90	True
LW60	2.83	0.24287	0.24287	27088.00	27320.09	27320.09	True
LW60	3.00	0.23853	0.23853	27088.00	27307.00	27307.00	True
LW60	3.17	0.22018	0.22018	27088.00	27251.70	27251.70	True
LW60	3.33	0.20740	0.20740	27088.00	27213.20	27213.20	True
LW60	3.50	0.19884	0.19884	27088.00	27187.40	27187.40	True
LW60	3.67	0.20199	0.20199	27088.00	27196.90	27196.90	True
LW60	3.83	0.16187	0.16187	27088.00	27076.00	27076.00	True
LW60	4.00	0.17833	0.17833	27088.00	27125.60	27125.60	True
LW60	4.17	0.20953	0.20953	27088.00	27219.60	27219.60	True
LW60	4.33	0.23100	0.23100	27088.00	27284.30	27284.30	True
LW60	4.50	0.23534	0.23534	27088.00	27297.40	27297.40	True
LW60	4.67	0.23212	0.23212	27088.00	27287.70	27287.70	True
LW60	4.83	0.21551	0.21551	27088.00	27237.64	27237.64	True
LW60	5.00	0.20206	0.20206	27088.00	27197.10	27197.10	True
LW60	5.17	0.19980	0.19980	27088.00	27190.30	27190.30	True
LW60	5.33	0.18374	0.18374	27088.00	27141.90	27141.90	True
LW60	5.50	0.14621	0.14621	27088.00	27028.80	27028.80	True
LW60	5.67	0.17514	0.17514	27088.00	27116.00	27116.00	True
LW60	5.83	0.20483	0.20483	27088.00	27205.45	27205.45	True
LW60	6.00	0.22014	0.22014	27088.00	27251.60	27251.60	True
LW60	6.17	0.22993	0.22993	27088.00	27281.10	27281.10	True
LW60	6.33	0.21908	0.21908	27088.00	27248.40	27248.40	True
LW60	6.50	0.21590	0.21590	27088.00	27238.80	27238.80	True
LW60	6.67	0.21271	0.21271	27088.00	27229.20	27229.20	True
LW60	6.83	0.23313	0.23313	27088.00	27290.73	27290.73	True
LW60	7.00	0.22343	0.22343	27088.00	27261.50	27261.50	True
LW60	7.17	0.22343	0.22343	27088.00	27261.50	27261.50	True
LW60	7.33	0.27941	0.27941	27088.00	27430.20	27430.20	True
LW60	7.50	0.34320	0.34320	27088.00	27622.40	27622.40	True
LW60	7.67	0.39722	0.39722	27088.00	27785.20	27785.20	True
LW60	7.83	0.44437	0.44437	27088.00	27927.27	27927.27	True
LW60	8.00	0.48517	0.48517	27088.00	28050.20	28050.20	True
LW60	8.17	0.51683	0.51683	27088.00	28145.60	28145.60	True
LW60	8.33	0.54092	0.54092	27088.00	28218.20	28218.20	True
LW60	8.50	0.57016	0.57016	27088.00	28306.30	28306.30	True
LW60	8.67	0.55821	0.55821	27088.00	28270.30	28270.30	True
LW60	8.83	0.57111	0.57111	27088.00	28309.18	28309.18	True
LW60	9.00	0.63258	0.63258	27088.00	28494.40	28494.40	True
LW60	9.17	0.68422	0.68422	27088.00	28650.00	28650.00	True
LW60	9.33	0.72271	0.72271	27088.00	28766.00	28766.00	True
LW60	9.50	0.73914	0.73914	27088.00	28815.50	28815.50	True
LW60	9.67	0.74461	0.74461	27088.00	28832.00	28832.00	True
LW60	9.83	0.75457	0.75457	27088.00	28862.00	28862.00	True
LW60	10.00	0.75557	0.75557	27088.00	28865.00	28865.00	True
LW60	10.17	0.76456	0.76456	27088.00	28892.10	28892.10	True
LW60	10.33	0.72162	0.72162	27088.00	28762.70	28762.70	True
LW60	10.50	0.73695	0.73695	27088.00	28808.90	28808.90	True
LW60	10.67	0.78769	0.78769	27088.00	28961.80	28961.80	True
LW60	10.83	0.83304	0.83304	27088.00	29098.45	29098.45	True
LW60	11.00	0.85731	0.85731	27088.00	29171.60	29171.60	True
LW60	11.17	0.85950	0.85950	27088.00	29178.20	29178.20	True
LW60	11.33	0.85622	0.85622	27088.00	29168.30	29168.30	True
LW60	11.50	0.85184	0.85184	27088.00	29155.10	29155.10	True
LW60	11.67	0.84633	0.84633	27088.00	29138.50	29138.50	True
LW60	11.83	0.81992	0.81992	27088.00	29058.91	29058.91	True
LW60	12.00	0.78109	0.78109	27088.00	28941.90	28941.90	True
LW60	12.17	0.81859	0.81859	27088.00	29054.90	29054.90	True
LW60	12.33	0.85293	0.85293	27088.00	29158.40	29158.40	True
LW60	12.50	0.87510	0.87510	27088.00	29225.20	29225.20	True
LW60	12.67	0.87510	0.87510	27088.00	29225.20	29225.20	True
LW60	12.83	0.86113	0.86113	27088.00	29183.09	29183.09	True
LW60	13.00	0.84855	0.84855	27088.00	29145.20	29145.20	True
LW60	13.17	0.83634	0.83634	27088.00	29108.40	29108.40	True
LW65	0.00	-0.62330	-0.62330	8501.34	7093.64	7093.64	True
LW65	0.17	-0.29224	-0.29224	8501.34	7642.20	7642.20	True
LW65	0.33	-0.16194	-0.16194	8501.34	7858.10	7858.10	True
LW65	0.50	-0.06339	-0.06339	8501.34	8021.40	8021.40	True
LW65	0.67	0.01410	0.01410	8501.34	8149.80	8149.80	True
LW65	0.83	0.07847	0.07847	8501.34	8256.45	8256.45	True
LW65	1.00	0.13275	0.13275	8501.34	8346.40	8346.40	True
LW65	1.17	0.16685	0.16685	8501.34	8402.90	8402.90	True
LW65	1.33	0.19661	0.19661	8501.34	8452.20	8452.20	True
LW65	1.50	0.22213	0.22213	8501.34	8494.50	8494.50	True
LW65	1.67	0.23197	0.23197	8501.34	8510.80	8510.80	True
LW65	1.83	0.23039	0.23039	8501.34	8508.18	8508.18	True
LW65	2.00	0.22075	0.22075	8501.34	8492.20	8492.20	True
LW65	2.17	0.23197	0.23197	8501.34	8510.80	8510.80	True
LW65	2.33	0.25931	0.25931	8501.34	8556.10	8556.10	True
LW65	2.50	0.28490	0.28490	8501.34	8598.50	8598.50	True
LW65	2.67	0.29474	0.29474	8501.34	8614.80	8614.80	True
LW65	2.83	0.31082	0.31082	8501.34	8641.45	8641.45	True
LW65	3.00	0.30753	0.30753	8501.34	8636.00	8636.00	True
LW65	3.17	0.29890	0.29890	8501.34	8621.70	8621.70	True
LW65	3.33	0.29057	0.29057	8501.34	8607.90	8607.90	True
LW65	3.50	0.28206	0.28206	8501.34	8593.80	8593.80	True
LW65	3.67	0.25515	0.25515	8501.34	8549.20	8549.20	True
LW65	3.83	0.25930	0.25930	8501.34	8556.09	8556.09	True
LW65	4.00	0.28345	0.28345	8501.34	8596.10	8596.10	True
LW65	4.17	0.29057	0.29057	8501.34	8607.90	8607.90	True
LW65	4.33	0.30319	0.30319	8501.34	8628.80	8628.80	True
LW65	4.50	0.30319	0.30319	8501.34	8628.80	8628.80	True
LW65	4.67	0.29890	0.29890	8501.34	8621.70	8621.70	True
LW65	4.83	0.28767	0.28767	8501.34	8603.09	8603.09	True
LW65	5.00	0.27772	0.27772	8501.34	8586.60	8586.60	True
LW65	5.17	0.26353	0.26353	8501.34	8563.10	8563.10	True
LW65	5.33	0.25225	0.25225	8501.34	8544.40	8544.40	True
LW65	5.50	0.25659	0.25659	8501.34	8551.60	8551.60	True
LW65	5.67	0.27627	0.27627	8501.34	8584.20	8584.20	True
LW65	5.83	0.28767	0.28767	8501.34	8603.09	8603.09	True
LW65	6.00	0.29480	0.29480	8501.34	8614.90	8614.90	True
LW65	6.17	0.30319	0.30319	8501.34	8628.80	8628.80	True
LW65	6.33	0.29751	0.29751	8501.34	8619.40	8619.40	True
LW65	6.50	0.30029	0.30029	8501.34	8624.00	8624.00	True
LW65	6.67	0.29474	0.29474	8501.34	8614.80	8614.80	True
LW65	6.83	0.28109	0.28109	8501.34	8592.18	8592.18	True
LW65	7.00	0.28496	0.28496	8501.34	8598.60	8598.60	True
LW65	7.17	0.30614	0.30614	8501.34	8633.70	8633.70	True
LW65	7.33	0.33903	0.33903	8501.34	8688.20	8688.20	True
LW65	7.50	0.37452	0.37452	8501.34	8747.00	8747.00	True
LW65	7.67	0.40168	0.40168	8501.34	8792.00	8792.00	True
LW65	7.83	0.42489	0.42489	8501.34	8830.45	8830.45	True
LW65	8.00	0.44332	0.44332	8501.34	8861.00	8861.00	True
LW65	8.17	0.45919	0.45919	8501.34	8887.30	8887.30	True
LW65	8.33	0.47893	0.47893	8501.34	8920.00	8920.00	True
LW65	8.50	0.47319	0.47319	8501.34	8910.50	8910.50	True
LW65	8.67	0.48617	0.48617	8501.34	8932.00	8932.00	True
LW65	8.83	0.51475	0.51475	8501.34	8979.36	8979.36	True
LW65	9.00	0.54785	0.54785	8501.34	9034.20	9034.20	True
LW65	9.17	0.57235	0.57235	8501.34	9074.80	9074.80	True
LW65	9.33	0.59360	0.59360	8501.34	9110.00	9110.00	True
LW65	9.50	0.60953	0.60953	8501.34	9136.40	9136.40	True
LW65	9.67	0.61532	0.61532	8501.34	9146.00	9146.00	True
LW65	9.83	0.62586	0.62586	8501.34	9163.45	9163.45	True
LW65	10.00	0.62401	0.62401	8501.34	9160.40	9160.40	True
LW65	10.17	0.61532	0.61532	8501.34	9146.00	9146.00	True
LW65	10.33	0.61967	0.61967	8501.34	9153.20	9153.20	True
LW65	10.50	0.64272	0.64272	8501.34	9191.40	9191.40	True
LW65	10.67	0.66686	0.66686	8501.34	9231.40	9231.40	True
LW65	10.83	0.69241	0.69241	8501.34	9273.73	9273.73	True
LW65	11.00	0.70887	0.70887	8501.34	9301.00	9301.00	True
LW65	11.17	0.71466	0.71466	8501.34	9310.60	9310.60	True
LW65	11.33	0.71611	0.71611	8501.34	9313.00	9313.00	True
LW65	11.50	0.71756	0.71756	8501.34	9315.40	9315.40	True
LW65	11.67	0.70887	0.70887	8501.34	9301.00	9301.00	True
LW65	11.83	0.70294	0.70294	8501.34	9291.18	9291.18	True
LW65	12.00	0.70452	0.70452	8501.34	9293.80	9293.80	True
LW65	12.17	0.72625	0.72625	8501.34	9329.80	9329.80	True
LW65	12.33	0.74797	0.74797	8501.34	9365.80	9365.80	True
LW65	12.50	0.76391	0.76391	8501.34	9392.20	9392.20	True
LW65	12.67	0.77405	0.77405	8501.34	9409.00	9409.00	True
LW65	12.83	0.77141	0.77141	8501.34	9404.64	9404.64	True
LW65	13.00	0.77405	0.77405	8501.34	9409.00	9409.00	True
LW65	13.17	0.76535	0.76535	8501.34	9394.60	9394.60	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