2026-04-15 C2.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 C2.xlsx	Well ID	C2
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	6.13265	2.0-42.0 h
LW60	end_norm	0.18720	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.22309	2.0-42.0 h
LW60	max_norm	0.22309	2.0-42.0 h
LW60	min_norm	-0.02129	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	0.00555	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	-22.38670	2.0-42.0 h
LW62	end_norm	-0.65992	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.65992	2.0-42.0 h
LW62	max_norm	-0.05447	2.0-42.0 h
LW62	min_norm	-0.65992	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	-0.00593	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	0.66100	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	0.43908	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	4.45827	2.0-42.0 h
LW65	end_norm	0.12799	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.15703	2.0-42.0 h
LW65	max_norm	0.15703	2.0-42.0 h
LW65	min_norm	-0.02196	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	0.00349	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	12459.99455	260.58196	Ready
LW65	5	12682.51455	327.79861	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	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	-0.89653–1.00000 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	-0.79995	-0.79995	12844.82	9859.82	9859.82	True
LW60	0.17	-0.32799	-0.32799	12844.82	11393.90	11393.90	True
LW60	0.33	-0.12014	-0.12014	12844.82	12069.50	12069.50	True
LW60	0.50	-0.03726	-0.03726	12844.82	12338.90	12338.90	True
LW60	0.67	0.02258	0.02258	12844.82	12533.40	12533.40	True
LW60	0.83	0.05535	0.05535	12844.82	12639.90	12639.90	True
LW60	1.00	0.07946	0.07946	12844.82	12718.27	12718.27	True
LW60	1.17	0.10067	0.10067	12844.82	12787.20	12787.20	True
LW60	1.33	0.11642	0.11642	12844.82	12838.40	12838.40	True
LW60	1.50	0.12183	0.12183	12844.82	12856.00	12856.00	True
LW60	1.67	0.12029	0.12029	12844.82	12851.00	12851.00	True
LW60	1.83	0.11649	0.11649	12844.82	12838.64	12838.64	True
LW60	2.00	0.06399	0.06399	12844.82	12668.00	12668.00	True
LW60	2.17	0.03427	0.03427	12844.82	12571.40	12571.40	True
LW60	2.33	0.06319	0.06319	12844.82	12665.40	12665.40	True
LW60	2.50	0.10147	0.10147	12844.82	12789.80	12789.80	True
LW60	2.67	0.12654	0.12654	12844.82	12871.30	12871.30	True
LW60	2.83	0.13850	0.13850	12844.82	12910.18	12910.18	True
LW60	3.00	0.14860	0.14860	12844.82	12943.00	12943.00	True
LW60	3.17	0.14220	0.14220	12844.82	12922.20	12922.20	True
LW60	3.33	0.13675	0.13675	12844.82	12904.50	12904.50	True
LW60	3.50	0.12971	0.12971	12844.82	12881.60	12881.60	True
LW60	3.67	0.07098	0.07098	12844.82	12690.70	12690.70	True
LW60	3.83	0.04187	0.04187	12844.82	12596.09	12596.09	True
LW60	4.00	0.07335	0.07335	12844.82	12698.40	12698.40	True
LW60	4.17	0.10144	0.10144	12844.82	12789.70	12789.70	True
LW60	4.33	0.11873	0.11873	12844.82	12845.90	12845.90	True
LW60	4.50	0.13131	0.13131	12844.82	12886.80	12886.80	True
LW60	4.67	0.13291	0.13291	12844.82	12892.00	12892.00	True
LW60	4.83	0.13218	0.13218	12844.82	12889.64	12889.64	True
LW60	5.00	0.12491	0.12491	12844.82	12866.00	12866.00	True
LW60	5.17	0.10543	0.10543	12844.82	12802.70	12802.70	True
LW60	5.33	0.04206	0.04206	12844.82	12596.70	12596.70	True
LW60	5.50	0.03815	0.03815	12844.82	12584.00	12584.00	True
LW60	5.67	0.07024	0.07024	12844.82	12688.30	12688.30	True
LW60	5.83	0.09504	0.09504	12844.82	12768.91	12768.91	True
LW60	6.00	0.11482	0.11482	12844.82	12833.20	12833.20	True
LW60	6.17	0.12414	0.12414	12844.82	12863.50	12863.50	True
LW60	6.33	0.12491	0.12491	12844.82	12866.00	12866.00	True
LW60	6.50	0.12414	0.12414	12844.82	12863.50	12863.50	True
LW60	6.67	0.11799	0.11799	12844.82	12843.50	12843.50	True
LW60	6.83	0.09937	0.09937	12844.82	12783.00	12783.00	True
LW60	7.00	0.05064	0.05064	12844.82	12624.60	12624.60	True
LW60	7.17	0.06784	0.06784	12844.82	12680.50	12680.50	True
LW60	7.33	0.11322	0.11322	12844.82	12828.00	12828.00	True
LW60	7.50	0.15401	0.15401	12844.82	12960.60	12960.60	True
LW60	7.67	0.19259	0.19259	12844.82	13086.00	13086.00	True
LW60	7.83	0.22725	0.22725	12844.82	13198.64	13198.64	True
LW60	8.00	0.25640	0.25640	12844.82	13293.40	13293.40	True
LW60	8.17	0.28163	0.28163	12844.82	13375.40	13375.40	True
LW60	8.33	0.30541	0.30541	12844.82	13452.70	13452.70	True
LW60	8.50	0.28406	0.28406	12844.82	13383.30	13383.30	True
LW60	8.67	0.25954	0.25954	12844.82	13303.60	13303.60	True
LW60	8.83	0.29471	0.29471	12844.82	13417.91	13417.91	True
LW60	9.00	0.35143	0.35143	12844.82	13602.30	13602.30	True
LW60	9.17	0.39675	0.39675	12844.82	13749.60	13749.60	True
LW60	9.33	0.43509	0.43509	12844.82	13874.20	13874.20	True
LW60	9.50	0.46148	0.46148	12844.82	13960.00	13960.00	True
LW60	9.67	0.47748	0.47748	12844.82	14012.00	14012.00	True
LW60	9.83	0.49093	0.49093	12844.82	14055.73	14055.73	True
LW60	10.00	0.49828	0.49828	12844.82	14079.60	14079.60	True
LW60	10.17	0.44788	0.44788	12844.82	13915.80	13915.80	True
LW60	10.33	0.43109	0.43109	12844.82	13861.20	13861.20	True
LW60	10.50	0.46548	0.46548	12844.82	13973.00	13973.00	True
LW60	10.67	0.51028	0.51028	12844.82	14118.60	14118.60	True
LW60	10.83	0.55202	0.55202	12844.82	14254.27	14254.27	True
LW60	11.00	0.58488	0.58488	12844.82	14361.10	14361.10	True
LW60	11.17	0.60017	0.60017	12844.82	14410.80	14410.80	True
LW60	11.33	0.60977	0.60977	12844.82	14442.00	14442.00	True
LW60	11.50	0.61697	0.61697	12844.82	14465.40	14465.40	True
LW60	11.67	0.60091	0.60091	12844.82	14413.20	14413.20	True
LW60	11.83	0.55347	0.55347	12844.82	14259.00	14259.00	True
LW60	12.00	0.54867	0.54867	12844.82	14243.40	14243.40	True
LW60	12.17	0.58968	0.58968	12844.82	14376.70	14376.70	True
LW60	12.33	0.62758	0.62758	12844.82	14499.90	14499.90	True
LW60	12.50	0.65909	0.65909	12844.82	14602.30	14602.30	True
LW60	12.67	0.67838	0.67838	12844.82	14665.00	14665.00	True
LW60	12.83	0.68313	0.68313	12844.82	14680.45	14680.45	True
LW60	13.00	0.68570	0.68570	12844.82	14688.80	14688.80	True
LW60	13.17	0.68902	0.68902	12844.82	14699.60	14699.60	True
LW65	0.00	-0.81307	-0.81307	13228.05	10550.09	10550.09	True
LW65	0.17	-0.46590	-0.46590	13228.05	11460.60	11460.60	True
LW65	0.33	-0.18672	-0.18672	13228.05	12192.80	12192.80	True
LW65	0.50	-0.05682	-0.05682	13228.05	12533.50	12533.50	True
LW65	0.67	0.03023	0.03023	13228.05	12761.80	12761.80	True
LW65	0.83	0.08758	0.08758	13228.05	12912.20	12912.20	True
LW65	1.00	0.12573	0.12573	13228.05	13012.27	13012.27	True
LW65	1.17	0.15972	0.15972	13228.05	13101.40	13101.40	True
LW65	1.33	0.18606	0.18606	13228.05	13170.50	13170.50	True
LW65	1.50	0.20261	0.20261	13228.05	13213.90	13213.90	True
LW65	1.67	0.21340	0.21340	13228.05	13242.20	13242.20	True
LW65	1.83	0.21811	0.21811	13228.05	13254.55	13254.55	True
LW65	2.00	0.12559	0.12559	13228.05	13011.90	13011.90	True
LW65	2.17	0.09726	0.09726	13228.05	12937.60	12937.60	True
LW65	2.33	0.15091	0.15091	13228.05	13078.30	13078.30	True
LW65	2.50	0.20753	0.20753	13228.05	13226.80	13226.80	True
LW65	2.67	0.24368	0.24368	13228.05	13321.60	13321.60	True
LW65	2.83	0.26879	0.26879	13228.05	13387.45	13387.45	True
LW65	3.00	0.28688	0.28688	13228.05	13434.90	13434.90	True
LW65	3.17	0.29553	0.29553	13228.05	13457.60	13457.60	True
LW65	3.33	0.30148	0.30148	13228.05	13473.20	13473.20	True
LW65	3.50	0.29565	0.29565	13228.05	13457.90	13457.90	True
LW65	3.67	0.17535	0.17535	13228.05	13142.40	13142.40	True
LW65	3.83	0.15863	0.15863	13228.05	13098.55	13098.55	True
LW65	4.00	0.21535	0.21535	13228.05	13247.30	13247.30	True
LW65	4.17	0.26324	0.26324	13228.05	13372.90	13372.90	True
LW65	4.33	0.29073	0.29073	13228.05	13445.00	13445.00	True
LW65	4.50	0.30941	0.30941	13228.05	13494.00	13494.00	True
LW65	4.67	0.32031	0.32031	13228.05	13522.60	13522.60	True
LW65	4.83	0.31797	0.31797	13228.05	13516.45	13516.45	True
LW65	5.00	0.31833	0.31833	13228.05	13517.40	13517.40	True
LW65	5.17	0.27997	0.27997	13228.05	13416.80	13416.80	True
LW65	5.33	0.16650	0.16650	13228.05	13119.20	13119.20	True
LW65	5.50	0.19091	0.19091	13228.05	13183.20	13183.20	True
LW65	5.67	0.24654	0.24654	13228.05	13329.10	13329.10	True
LW65	5.83	0.27957	0.27957	13228.05	13415.73	13415.73	True
LW65	6.00	0.30346	0.30346	13228.05	13478.40	13478.40	True
LW65	6.17	0.32523	0.32523	13228.05	13535.50	13535.50	True
LW65	6.33	0.32905	0.32905	13228.05	13545.50	13545.50	True
LW65	6.50	0.32809	0.32809	13228.05	13543.00	13543.00	True
LW65	6.67	0.33095	0.33095	13228.05	13550.50	13550.50	True
LW65	6.83	0.27066	0.27066	13228.05	13392.36	13392.36	True
LW65	7.00	0.18797	0.18797	13228.05	13175.50	13175.50	True
LW65	7.17	0.23289	0.23289	13228.05	13293.30	13293.30	True
LW65	7.33	0.29374	0.29374	13228.05	13452.90	13452.90	True
LW65	7.50	0.33591	0.33591	13228.05	13563.50	13563.50	True
LW65	7.67	0.36950	0.36950	13228.05	13651.60	13651.60	True
LW65	7.83	0.39926	0.39926	13228.05	13729.64	13729.64	True
LW65	8.00	0.42166	0.42166	13228.05	13788.40	13788.40	True
LW65	8.17	0.44050	0.44050	13228.05	13837.80	13837.80	True
LW65	8.33	0.45537	0.45537	13228.05	13876.80	13876.80	True
LW65	8.50	0.38914	0.38914	13228.05	13703.10	13703.10	True
LW65	8.67	0.35166	0.35166	13228.05	13604.80	13604.80	True
LW65	8.83	0.41281	0.41281	13228.05	13765.18	13765.18	True
LW65	9.00	0.47123	0.47123	13228.05	13918.40	13918.40	True
LW65	9.17	0.51187	0.51187	13228.05	14025.00	14025.00	True
LW65	9.33	0.54756	0.54756	13228.05	14118.60	14118.60	True
LW65	9.50	0.57136	0.57136	13228.05	14181.00	14181.00	True
LW65	9.67	0.58127	0.58127	13228.05	14207.00	14207.00	True
LW65	9.83	0.59028	0.59028	13228.05	14230.64	14230.64	True
LW65	10.00	0.58623	0.58623	13228.05	14220.00	14220.00	True
LW65	10.17	0.49800	0.49800	13228.05	13988.60	13988.60	True
LW65	10.33	0.49800	0.49800	13228.05	13988.60	13988.60	True
LW65	10.50	0.55252	0.55252	13228.05	14131.60	14131.60	True
LW65	10.67	0.59317	0.59317	13228.05	14238.20	14238.20	True
LW65	10.83	0.62914	0.62914	13228.05	14332.55	14332.55	True
LW65	11.00	0.66195	0.66195	13228.05	14418.60	14418.60	True
LW65	11.17	0.67781	0.67781	13228.05	14460.20	14460.20	True
LW65	11.33	0.68593	0.68593	13228.05	14481.50	14481.50	True
LW65	11.50	0.69100	0.69100	13228.05	14494.80	14494.80	True
LW65	11.67	0.65695	0.65695	13228.05	14405.50	14405.50	True
LW65	11.83	0.59028	0.59028	13228.05	14230.64	14230.64	True
LW65	12.00	0.60903	0.60903	13228.05	14279.80	14279.80	True
LW65	12.17	0.65997	0.65997	13228.05	14413.40	14413.40	True
LW65	12.33	0.68994	0.68994	13228.05	14492.00	14492.00	True
LW65	12.50	0.71991	0.71991	13228.05	14570.60	14570.60	True
LW65	12.67	0.73706	0.73706	13228.05	14615.60	14615.60	True
LW65	12.83	0.75004	0.75004	13228.05	14649.64	14649.64	True
LW65	13.00	0.74698	0.74698	13228.05	14641.60	14641.60	True
LW65	13.17	0.74698	0.74698	13228.05	14641.60	14641.60	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