2026-04-20 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: Staphylococcus aureus
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus aureus | Run: 2026-04-20 inc5 | 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	2026-04-20 inc5	Run date	2026-04-20
Media	FB	Incubator	inc5
Well file	2026-04-20 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	2.24190	2.0-42.0 h
LW60	end_norm	0.07933	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.07986	2.0-42.0 h
LW60	max_norm	0.07986	2.0-42.0 h
LW60	min_norm	0.00118	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	0.00187	2.0-42.0 h
LW61	auc_norm	99.37665	2.0-42.0 h
LW61	end_norm	4.57719	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	4.57719	2.0-42.0 h
LW61	max_norm	4.57719	2.0-42.0 h
LW61	min_norm	0.06170	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	0.10020	2.0-42.0 h
LW62	auc_norm	-1.49746	2.0-42.0 h
LW62	end_norm	-0.04572	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.06657	2.0-42.0 h
LW62	max_norm	-0.00804	2.0-42.0 h
LW62	min_norm	-0.06657	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	-0.00079	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	0.35145	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.25477	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	0.70124	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	0.52594	2.0-42.0 h
LW65	end_norm	0.02887	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.02887	2.0-42.0 h
LW65	max_norm	0.02887	2.0-42.0 h
LW65	min_norm	-0.00424	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	0.00082	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 808 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	14375.69636	99.23041	Ready
LW65	5	6814.35455	92.65510	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	0.00–67.17 h	6367.91–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	6367.91–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	6367.91–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	6367.91–49923.62 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	0.00–67.17 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 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	-0.51471	-0.51471	14453.66	12926.91	13698.75	True
LW60	0.17	-0.26551	-0.26551	14453.66	14026.50	14026.50	True
LW60	0.33	-0.11435	-0.11435	14453.66	14225.30	14225.30	True
LW60	0.50	-0.03345	-0.03345	14453.66	14331.70	14331.70	True
LW60	0.67	0.02000	0.02000	14453.66	14402.00	14402.00	True
LW60	0.83	0.06585	0.06585	14453.66	14462.30	14462.30	True
LW60	1.00	0.06196	0.06196	14453.66	14457.18	14457.18	True
LW60	1.17	0.04806	0.04806	14453.66	14438.90	14438.90	True
LW60	1.33	0.04722	0.04722	14453.66	14437.80	14437.80	True
LW60	1.50	0.05247	0.05247	14453.66	14444.70	14444.70	True
LW60	1.67	0.05688	0.05688	14453.66	14450.50	14450.50	True
LW60	1.83	0.06168	0.06168	14453.66	14456.82	14456.82	True
LW60	2.00	0.07360	0.07360	14453.66	14472.50	14472.50	True
LW60	2.17	0.07223	0.07223	14453.66	14470.70	14470.70	True
LW60	2.33	0.07946	0.07946	14453.66	14480.20	14480.20	True
LW60	2.50	0.09109	0.09109	14453.66	14495.50	14495.50	True
LW60	2.67	0.09489	0.09489	14453.66	14500.50	14500.50	True
LW60	2.83	0.10184	0.10184	14453.66	14509.64	14509.64	True
LW60	3.00	0.11071	0.11071	14453.66	14521.30	14521.30	True
LW60	3.17	0.11192	0.11192	14453.66	14522.90	14522.90	True
LW60	3.33	0.11307	0.11307	14453.66	14524.40	14524.40	True
LW60	3.50	0.12219	0.12219	14453.66	14536.40	14536.40	True
LW60	3.67	0.13154	0.13154	14453.66	14548.70	14548.70	True
LW60	3.83	0.13122	0.13122	14453.66	14548.27	14548.27	True
LW60	4.00	0.13101	0.13101	14453.66	14548.00	14548.00	True
LW60	4.17	0.13101	0.13101	14453.66	14548.00	14548.00	True
LW60	4.33	0.13397	0.13397	14453.66	14551.90	14551.90	True
LW60	4.50	0.13405	0.13405	14453.66	14552.00	14552.00	True
LW60	4.67	0.13892	0.13892	14453.66	14558.40	14558.40	True
LW60	4.83	0.13999	0.13999	14453.66	14559.82	14559.82	True
LW60	5.00	0.15055	0.15055	14453.66	14573.70	14573.70	True
LW60	5.17	0.15002	0.15002	14453.66	14573.00	14573.00	True
LW60	5.33	0.15237	0.15237	14453.66	14576.10	14576.10	True
LW60	5.50	0.15275	0.15275	14453.66	14576.60	14576.60	True
LW60	5.67	0.15313	0.15313	14453.66	14577.10	14577.10	True
LW60	5.83	0.15209	0.15209	14453.66	14575.73	14575.73	True
LW60	6.00	0.15542	0.15542	14453.66	14580.10	14580.10	True
LW60	6.17	0.15184	0.15184	14453.66	14575.40	14575.40	True
LW60	6.33	0.15131	0.15131	14453.66	14574.70	14574.70	True
LW60	6.50	0.15055	0.15055	14453.66	14573.70	14573.70	True
LW60	6.67	0.15602	0.15602	14453.66	14580.90	14580.90	True
LW60	6.83	0.15728	0.15728	14453.66	14582.55	14582.55	True
LW60	7.00	0.16963	0.16963	14453.66	14598.80	14598.80	True
LW60	7.17	0.17275	0.17275	14453.66	14602.90	14602.90	True
LW60	7.33	0.18362	0.18362	14453.66	14617.20	14617.20	True
LW60	7.50	0.19161	0.19161	14453.66	14627.70	14627.70	True
LW60	7.67	0.19503	0.19503	14453.66	14632.20	14632.20	True
LW60	7.83	0.21147	0.21147	14453.66	14653.82	14653.82	True
LW60	8.00	0.22674	0.22674	14453.66	14673.90	14673.90	True
LW60	8.17	0.24141	0.24141	14453.66	14693.20	14693.20	True
LW60	8.33	0.25882	0.25882	14453.66	14716.10	14716.10	True
LW60	8.50	0.27928	0.27928	14453.66	14743.00	14743.00	True
LW60	8.67	0.29258	0.29258	14453.66	14760.50	14760.50	True
LW60	8.83	0.31045	0.31045	14453.66	14784.00	14784.00	True
LW60	9.00	0.32877	0.32877	14453.66	14808.10	14808.10	True
LW60	9.17	0.34010	0.34010	14453.66	14823.00	14823.00	True
LW60	9.33	0.35592	0.35592	14453.66	14843.80	14843.80	True
LW60	9.50	0.37356	0.37356	14453.66	14867.00	14867.00	True
LW60	9.67	0.38519	0.38519	14453.66	14882.30	14882.30	True
LW60	9.83	0.39360	0.39360	14453.66	14893.36	14893.36	True
LW60	10.00	0.40694	0.40694	14453.66	14910.90	14910.90	True
LW60	10.17	0.42754	0.42754	14453.66	14938.00	14938.00	True
LW60	10.33	0.44488	0.44488	14453.66	14960.80	14960.80	True
LW60	10.50	0.45354	0.45354	14453.66	14972.20	14972.20	True
LW60	10.67	0.47141	0.47141	14453.66	14995.70	14995.70	True
LW60	10.83	0.48118	0.48118	14453.66	15008.55	15008.55	True
LW60	11.00	0.49285	0.49285	14453.66	15023.90	15023.90	True
LW60	11.17	0.51308	0.51308	14453.66	15050.50	15050.50	True
LW60	11.33	0.52220	0.52220	14453.66	15062.50	15062.50	True
LW60	11.50	0.53574	0.53574	14453.66	15080.30	15080.30	True
LW60	11.67	0.54904	0.54904	14453.66	15097.80	15097.80	True
LW60	11.83	0.55383	0.55383	14453.66	15104.09	15104.09	True
LW60	12.00	0.56174	0.56174	14453.66	15114.50	15114.50	True
LW60	12.17	0.57375	0.57375	14453.66	15130.30	15130.30	True
LW60	12.33	0.57710	0.57710	14453.66	15134.70	15134.70	True
LW60	12.50	0.59170	0.59170	14453.66	15153.90	15153.90	True
LW60	12.67	0.59885	0.59885	14453.66	15163.30	15163.30	True
LW60	12.83	0.60339	0.60339	14453.66	15169.27	15169.27	True
LW60	13.00	0.61451	0.61451	14453.66	15183.90	15183.90	True
LW60	13.17	0.63184	0.63184	14453.66	15206.70	15206.70	True
LW65	0.00	-1.00000	-1.00000	6913.00	6367.91	6367.91	True
LW65	0.17	-0.60535	-0.60535	6913.00	6544.10	6544.10	True
LW65	0.33	-0.31169	-0.31169	6913.00	6675.20	6675.20	True
LW65	0.50	-0.09241	-0.09241	6913.00	6773.10	6773.10	True
LW65	0.67	0.05005	0.05005	6913.00	6836.70	6836.70	True
LW65	0.83	0.15040	0.15040	6913.00	6881.50	6881.50	True
LW65	1.00	0.20365	0.20365	6913.00	6905.27	6905.27	True
LW65	1.17	0.20953	0.20953	6913.00	6907.90	6907.90	True
LW65	1.33	0.20864	0.20864	6913.00	6907.50	6907.50	True
LW65	1.50	0.22253	0.22253	6913.00	6913.70	6913.70	True
LW65	1.67	0.21581	0.21581	6913.00	6910.70	6910.70	True
LW65	1.83	0.22829	0.22829	6913.00	6916.27	6916.27	True
LW65	2.00	0.21939	0.21939	6913.00	6912.30	6912.30	True
LW65	2.17	0.21289	0.21289	6913.00	6909.40	6909.40	True
LW65	2.33	0.21648	0.21648	6913.00	6911.00	6911.00	True
LW65	2.50	0.21312	0.21312	6913.00	6909.50	6909.50	True
LW65	2.67	0.21065	0.21065	6913.00	6908.40	6908.40	True
LW65	2.83	0.20813	0.20813	6913.00	6907.27	6907.27	True
LW65	3.00	0.20797	0.20797	6913.00	6907.20	6907.20	True
LW65	3.17	0.20729	0.20729	6913.00	6906.90	6906.90	True
LW65	3.33	0.20886	0.20886	6913.00	6907.60	6907.60	True
LW65	3.50	0.20752	0.20752	6913.00	6907.00	6907.00	True
LW65	3.67	0.20909	0.20909	6913.00	6907.70	6907.70	True
LW65	3.83	0.20854	0.20854	6913.00	6907.45	6907.45	True
LW65	4.00	0.20617	0.20617	6913.00	6906.40	6906.40	True
LW65	4.17	0.19072	0.19072	6913.00	6899.50	6899.50	True
LW65	4.33	0.19721	0.19721	6913.00	6902.40	6902.40	True
LW65	4.50	0.20976	0.20976	6913.00	6908.00	6908.00	True
LW65	4.67	0.18825	0.18825	6913.00	6898.40	6898.40	True
LW65	4.83	0.18980	0.18980	6913.00	6899.09	6899.09	True
LW65	5.00	0.17504	0.17504	6913.00	6892.50	6892.50	True
LW65	5.17	0.15891	0.15891	6913.00	6885.30	6885.30	True
LW65	5.33	0.15667	0.15667	6913.00	6884.30	6884.30	True
LW65	5.50	0.15690	0.15690	6913.00	6884.40	6884.40	True
LW65	5.67	0.15757	0.15757	6913.00	6884.70	6884.70	True
LW65	5.83	0.16089	0.16089	6913.00	6886.18	6886.18	True
LW65	6.00	0.15533	0.15533	6913.00	6883.70	6883.70	True
LW65	6.17	0.15600	0.15600	6913.00	6884.00	6884.00	True
LW65	6.33	0.16048	0.16048	6913.00	6886.00	6886.00	True
LW65	6.50	0.15958	0.15958	6913.00	6885.60	6885.60	True
LW65	6.67	0.16115	0.16115	6913.00	6886.30	6886.30	True
LW65	6.83	0.16028	0.16028	6913.00	6885.91	6885.91	True
LW65	7.00	0.17325	0.17325	6913.00	6891.70	6891.70	True
LW65	7.17	0.18221	0.18221	6913.00	6895.70	6895.70	True
LW65	7.33	0.19139	0.19139	6913.00	6899.80	6899.80	True
LW65	7.50	0.20685	0.20685	6913.00	6906.70	6906.70	True
LW65	7.67	0.20617	0.20617	6913.00	6906.40	6906.40	True
LW65	7.83	0.20222	0.20222	6913.00	6904.64	6904.64	True
LW65	8.00	0.20102	0.20102	6913.00	6904.10	6904.10	True
LW65	8.17	0.20685	0.20685	6913.00	6906.70	6906.70	True
LW65	8.33	0.20841	0.20841	6913.00	6907.40	6907.40	True
LW65	8.50	0.20931	0.20931	6913.00	6907.80	6907.80	True
LW65	8.67	0.20841	0.20841	6913.00	6907.40	6907.40	True
LW65	8.83	0.24865	0.24865	6913.00	6925.36	6925.36	True
LW65	9.00	0.25299	0.25299	6913.00	6927.30	6927.30	True
LW65	9.17	0.25971	0.25971	6913.00	6930.30	6930.30	True
LW65	9.33	0.25702	0.25702	6913.00	6929.10	6929.10	True
LW65	9.50	0.25881	0.25881	6913.00	6929.90	6929.90	True
LW65	9.67	0.25836	0.25836	6913.00	6929.70	6929.70	True
LW65	9.83	0.25904	0.25904	6913.00	6930.00	6930.00	True
LW65	10.00	0.25299	0.25299	6913.00	6927.30	6927.30	True
LW65	10.17	0.25836	0.25836	6913.00	6929.70	6929.70	True
LW65	10.33	0.25769	0.25769	6913.00	6929.40	6929.40	True
LW65	10.50	0.25612	0.25612	6913.00	6928.70	6928.70	True
LW65	10.67	0.27360	0.27360	6913.00	6936.50	6936.50	True
LW65	10.83	0.28225	0.28225	6913.00	6940.36	6940.36	True
LW65	11.00	0.30383	0.30383	6913.00	6950.00	6950.00	True
LW65	11.17	0.30092	0.30092	6913.00	6948.70	6948.70	True
LW65	11.33	0.31033	0.31033	6913.00	6952.90	6952.90	True
LW65	11.50	0.30966	0.30966	6913.00	6952.60	6952.60	True
LW65	11.67	0.31123	0.31123	6913.00	6953.30	6953.30	True
LW65	11.83	0.30465	0.30465	6913.00	6950.36	6950.36	True
LW65	12.00	0.30921	0.30921	6913.00	6952.40	6952.40	True
LW65	12.17	0.30943	0.30943	6913.00	6952.50	6952.50	True
LW65	12.33	0.31100	0.31100	6913.00	6953.20	6953.20	True
LW65	12.50	0.30115	0.30115	6913.00	6948.80	6948.80	True
LW65	12.67	0.30518	0.30518	6913.00	6950.60	6950.60	True
LW65	12.83	0.30954	0.30954	6913.00	6952.55	6952.55	True
LW65	13.00	0.30988	0.30988	6913.00	6952.70	6952.70	True
LW65	13.17	0.30854	0.30854	6913.00	6952.10	6952.10	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