2026-04-20 B2.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: Presumptive acid-fast bacilli
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Presumptive acid-fast bacilli | Run: 2026-04-20 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	2026-04-20 inc4	Run date	2026-04-20
Media	FB	Incubator	inc4
Well file	2026-04-20 B2.xlsx	Well ID	B2
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	10.87367	2.0-42.0 h
LW60	end_norm	0.40323	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.40323	2.0-42.0 h
LW60	max_norm	0.40323	2.0-42.0 h
LW60	min_norm	0.00160	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	0.01016	2.0-42.0 h
LW61	auc_norm	16.68231	2.0-42.0 h
LW61	end_norm	0.57137	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.58956	2.0-42.0 h
LW61	max_norm	0.58956	2.0-42.0 h
LW61	min_norm	0.02052	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	0.01221	2.0-42.0 h
LW62	auc_norm		2.0-42.0 h
LW62	end_norm		2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm		2.0-42.0 h
LW62	max_norm		2.0-42.0 h
LW62	min_norm		2.0-42.0 h
LW62	pct_abnormal_rows	0.00000	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	1.00000	2.0-42.0 h
LW62	slope_norm		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	0.38216	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-14.48412	2.0-42.0 h
LW64	end_norm	-0.43793	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.43915	2.0-42.0 h
LW64	max_norm	-0.02139	2.0-42.0 h
LW64	min_norm	-0.43915	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	-0.00660	2.0-42.0 h
LW65	auc_norm	5.66860	2.0-42.0 h
LW65	end_norm	0.18927	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.18927	2.0-42.0 h
LW65	max_norm	0.18927	2.0-42.0 h
LW65	min_norm	0.00623	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	0.00359	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	6110.56909	112.49837	Ready
LW65	5	8401.05273	216.63361	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	4873.64–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	4873.64–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	4873.64–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	4873.64–49923.62 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	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 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	-0.46164	-0.46164	6247.00	4873.64	4873.64	True
LW60	0.17	-0.12281	-0.12281	6247.00	5781.50	5781.50	True
LW60	0.33	-0.06254	-0.06254	6247.00	5943.00	5943.00	True
LW60	0.50	-0.01887	-0.01887	6247.00	6060.00	6060.00	True
LW60	0.67	0.00886	0.00886	6247.00	6134.30	6134.30	True
LW60	0.83	0.03022	0.03022	6247.00	6191.55	6191.55	True
LW60	1.00	0.04233	0.04233	6247.00	6224.00	6224.00	True
LW60	1.17	0.04233	0.04233	6247.00	6224.00	6224.00	True
LW60	1.33	0.04233	0.04233	6247.00	6224.00	6224.00	True
LW60	1.50	0.04834	0.04834	6247.00	6240.10	6240.10	True
LW60	1.67	0.05092	0.05092	6247.00	6247.00	6247.00	True
LW60	1.83	0.05092	0.05092	6247.00	6247.00	6247.00	True
LW60	2.00	0.05465	0.05465	6247.00	6257.00	6257.00	True
LW60	2.17	0.05913	0.05913	6247.00	6269.00	6269.00	True
LW60	2.33	0.05913	0.05913	6247.00	6269.00	6269.00	True
LW60	2.50	0.05913	0.05913	6247.00	6269.00	6269.00	True
LW60	2.67	0.05913	0.05913	6247.00	6269.00	6269.00	True
LW60	2.83	0.05913	0.05913	6247.00	6269.00	6269.00	True
LW60	3.00	0.05913	0.05913	6247.00	6269.00	6269.00	True
LW60	3.17	0.05913	0.05913	6247.00	6269.00	6269.00	True
LW60	3.33	0.05831	0.05831	6247.00	6266.80	6266.80	True
LW60	3.50	0.05831	0.05831	6247.00	6266.80	6266.80	True
LW60	3.67	0.05913	0.05913	6247.00	6269.00	6269.00	True
LW60	3.83	0.05913	0.05913	6247.00	6269.00	6269.00	True
LW60	4.00	0.05913	0.05913	6247.00	6269.00	6269.00	True
LW60	4.17	0.05913	0.05913	6247.00	6269.00	6269.00	True
LW60	4.33	0.06600	0.06600	6247.00	6287.40	6287.40	True
LW60	4.50	0.06857	0.06857	6247.00	6294.30	6294.30	True
LW60	4.67	0.07712	0.07712	6247.00	6317.20	6317.20	True
LW60	4.83	0.08451	0.08451	6247.00	6337.00	6337.00	True
LW60	5.00	0.08451	0.08451	6247.00	6337.00	6337.00	True
LW60	5.17	0.09137	0.09137	6247.00	6355.40	6355.40	True
LW60	5.33	0.09391	0.09391	6247.00	6362.20	6362.20	True
LW60	5.50	0.10048	0.10048	6247.00	6379.80	6379.80	True
LW60	5.67	0.10130	0.10130	6247.00	6382.00	6382.00	True
LW60	5.83	0.10364	0.10364	6247.00	6388.27	6388.27	True
LW60	6.00	0.10903	0.10903	6247.00	6402.70	6402.70	True
LW60	6.17	0.11074	0.11074	6247.00	6407.30	6407.30	True
LW60	6.33	0.11847	0.11847	6247.00	6428.00	6428.00	True
LW60	6.50	0.12257	0.12257	6247.00	6439.00	6439.00	True
LW60	6.67	0.12754	0.12754	6247.00	6452.30	6452.30	True
LW60	6.83	0.13526	0.13526	6247.00	6473.00	6473.00	True
LW60	7.00	0.14213	0.14213	6247.00	6491.40	6491.40	True
LW60	7.17	0.15213	0.15213	6247.00	6518.20	6518.20	True
LW60	7.33	0.16408	0.16408	6247.00	6550.20	6550.20	True
LW60	7.50	0.17942	0.17942	6247.00	6591.30	6591.30	True
LW60	7.67	0.19546	0.19546	6247.00	6634.30	6634.30	True
LW60	7.83	0.21320	0.21320	6247.00	6681.82	6681.82	True
LW60	8.00	0.23372	0.23372	6247.00	6736.80	6736.80	True
LW60	8.17	0.25320	0.25320	6247.00	6789.00	6789.00	True
LW60	8.33	0.27197	0.27197	6247.00	6839.30	6839.30	True
LW60	8.50	0.29086	0.29086	6247.00	6889.90	6889.90	True
LW60	8.67	0.31023	0.31023	6247.00	6941.80	6941.80	True
LW60	8.83	0.32927	0.32927	6247.00	6992.82	6992.82	True
LW60	9.00	0.34628	0.34628	6247.00	7038.40	7038.40	True
LW60	9.17	0.36345	0.36345	6247.00	7084.40	7084.40	True
LW60	9.33	0.37804	0.37804	6247.00	7123.50	7123.50	True
LW60	9.50	0.39177	0.39177	6247.00	7160.30	7160.30	True
LW60	9.67	0.40808	0.40808	6247.00	7204.00	7204.00	True
LW60	9.83	0.42057	0.42057	6247.00	7237.45	7237.45	True
LW60	10.00	0.43212	0.43212	6247.00	7268.40	7268.40	True
LW60	10.17	0.44328	0.44328	6247.00	7298.30	7298.30	True
LW60	10.33	0.45529	0.45529	6247.00	7330.50	7330.50	True
LW60	10.50	0.46388	0.46388	6247.00	7353.50	7353.50	True
LW60	10.67	0.47504	0.47504	6247.00	7383.40	7383.40	True
LW60	10.83	0.48690	0.48690	6247.00	7415.18	7415.18	True
LW60	11.00	0.49736	0.49736	6247.00	7443.20	7443.20	True
LW60	11.17	0.50594	0.50594	6247.00	7466.20	7466.20	True
LW60	11.33	0.51624	0.51624	6247.00	7493.80	7493.80	True
LW60	11.50	0.52397	0.52397	6247.00	7514.50	7514.50	True
LW60	11.67	0.53542	0.53542	6247.00	7545.20	7545.20	True
LW60	11.83	0.54268	0.54268	6247.00	7564.64	7564.64	True
LW60	12.00	0.54923	0.54923	6247.00	7582.20	7582.20	True
LW60	12.17	0.55610	0.55610	6247.00	7600.60	7600.60	True
LW60	12.33	0.56297	0.56297	6247.00	7619.00	7619.00	True
LW60	12.50	0.57069	0.57069	6247.00	7639.70	7639.70	True
LW60	12.67	0.57842	0.57842	6247.00	7660.40	7660.40	True
LW60	12.83	0.58404	0.58404	6247.00	7675.45	7675.45	True
LW60	13.00	0.58961	0.58961	6247.00	7690.40	7690.40	True
LW60	13.17	0.59768	0.59768	6247.00	7712.00	7712.00	True
LW65	0.00	-0.75664	-0.75664	8846.60	6630.55	6630.55	True
LW65	0.17	-0.24593	-0.24593	8846.60	7825.60	7825.60	True
LW65	0.33	-0.13037	-0.13037	8846.60	8096.00	8096.00	True
LW65	0.50	-0.04737	-0.04737	8846.60	8290.20	8290.20	True
LW65	0.67	0.00981	0.00981	8846.60	8424.00	8424.00	True
LW65	0.83	0.06338	0.06338	8846.60	8549.36	8549.36	True
LW65	1.00	0.10455	0.10455	8846.60	8645.70	8645.70	True
LW65	1.17	0.12780	0.12780	8846.60	8700.10	8700.10	True
LW65	1.33	0.14481	0.14481	8846.60	8739.90	8739.90	True
LW65	1.50	0.16708	0.16708	8846.60	8792.00	8792.00	True
LW65	1.67	0.18118	0.18118	8846.60	8825.00	8825.00	True
LW65	1.83	0.19964	0.19964	8846.60	8868.20	8868.20	True
LW65	2.00	0.21397	0.21397	8846.60	8901.73	8901.73	True
LW65	2.17	0.22998	0.22998	8846.60	8939.20	8939.20	True
LW65	2.33	0.23716	0.23716	8846.60	8956.00	8956.00	True
LW65	2.50	0.24601	0.24601	8846.60	8976.70	8976.70	True
LW65	2.67	0.25520	0.25520	8846.60	8998.20	8998.20	True
LW65	2.83	0.26238	0.26238	8846.60	9015.00	9015.00	True
LW65	3.00	0.26750	0.26750	8846.60	9027.00	9027.00	True
LW65	3.17	0.27058	0.27058	8846.60	9034.20	9034.20	True
LW65	3.33	0.27674	0.27674	8846.60	9048.60	9048.60	True
LW65	3.50	0.28597	0.28597	8846.60	9070.20	9070.20	True
LW65	3.67	0.28900	0.28900	8846.60	9077.30	9077.30	True
LW65	3.83	0.29695	0.29695	8846.60	9095.91	9095.91	True
LW65	4.00	0.31118	0.31118	8846.60	9129.20	9129.20	True
LW65	4.17	0.32246	0.32246	8846.60	9155.60	9155.60	True
LW65	4.33	0.34080	0.34080	8846.60	9198.50	9198.50	True
LW65	4.50	0.36204	0.36204	8846.60	9248.20	9248.20	True
LW65	4.67	0.38460	0.38460	8846.60	9301.00	9301.00	True
LW65	4.83	0.40745	0.40745	8846.60	9354.45	9354.45	True
LW65	5.00	0.42871	0.42871	8846.60	9404.20	9404.20	True
LW65	5.17	0.44306	0.44306	8846.60	9437.80	9437.80	True
LW65	5.33	0.45640	0.45640	8846.60	9469.00	9469.00	True
LW65	5.50	0.46255	0.46255	8846.60	9483.40	9483.40	True
LW65	5.67	0.46973	0.46973	8846.60	9500.20	9500.20	True
LW65	5.83	0.47178	0.47178	8846.60	9505.00	9505.00	True
LW65	6.00	0.47486	0.47486	8846.60	9512.20	9512.20	True
LW65	6.17	0.47589	0.47589	8846.60	9514.60	9514.60	True
LW65	6.33	0.48204	0.48204	8846.60	9529.00	9529.00	True
LW65	6.50	0.48409	0.48409	8846.60	9533.80	9533.80	True
LW65	6.67	0.49024	0.49024	8846.60	9548.20	9548.20	True
LW65	6.83	0.49136	0.49136	8846.60	9550.82	9550.82	True
LW65	7.00	0.49230	0.49230	8846.60	9553.00	9553.00	True
LW65	7.17	0.50050	0.50050	8846.60	9572.20	9572.20	True
LW65	7.33	0.50255	0.50255	8846.60	9577.00	9577.00	True
LW65	7.50	0.51076	0.51076	8846.60	9596.20	9596.20	True
LW65	7.67	0.51691	0.51691	8846.60	9610.60	9610.60	True
LW65	7.83	0.52493	0.52493	8846.60	9629.36	9629.36	True
LW65	8.00	0.53435	0.53435	8846.60	9651.40	9651.40	True
LW65	8.17	0.54255	0.54255	8846.60	9670.60	9670.60	True
LW65	8.33	0.54768	0.54768	8846.60	9682.60	9682.60	True
LW65	8.50	0.55486	0.55486	8846.60	9699.40	9699.40	True
LW65	8.67	0.56409	0.56409	8846.60	9721.00	9721.00	True
LW65	8.83	0.56969	0.56969	8846.60	9734.09	9734.09	True
LW65	9.00	0.57435	0.57435	8846.60	9745.00	9745.00	True
LW65	9.17	0.57743	0.57743	8846.60	9752.20	9752.20	True
LW65	9.33	0.58358	0.58358	8846.60	9766.60	9766.60	True
LW65	9.50	0.58461	0.58461	8846.60	9769.00	9769.00	True
LW65	9.67	0.59384	0.59384	8846.60	9790.60	9790.60	True
LW65	9.83	0.59486	0.59486	8846.60	9793.00	9793.00	True
LW65	10.00	0.59486	0.59486	8846.60	9793.00	9793.00	True
LW65	10.17	0.59691	0.59691	8846.60	9797.80	9797.80	True
LW65	10.33	0.60512	0.60512	8846.60	9817.00	9817.00	True
LW65	10.50	0.60614	0.60614	8846.60	9819.40	9819.40	True
LW65	10.67	0.61435	0.61435	8846.60	9838.60	9838.60	True
LW65	10.83	0.61631	0.61631	8846.60	9843.18	9843.18	True
LW65	11.00	0.62153	0.62153	8846.60	9855.40	9855.40	True
LW65	11.17	0.62563	0.62563	8846.60	9865.00	9865.00	True
LW65	11.33	0.62991	0.62991	8846.60	9875.00	9875.00	True
LW65	11.50	0.63418	0.63418	8846.60	9885.00	9885.00	True
LW65	11.67	0.63734	0.63734	8846.60	9892.40	9892.40	True
LW65	11.83	0.64005	0.64005	8846.60	9898.73	9898.73	True
LW65	12.00	0.64657	0.64657	8846.60	9914.00	9914.00	True
LW65	12.17	0.64657	0.64657	8846.60	9914.00	9914.00	True
LW65	12.33	0.65170	0.65170	8846.60	9926.00	9926.00	True
LW65	12.50	0.65478	0.65478	8846.60	9933.20	9933.20	True
LW65	12.67	0.65683	0.65683	8846.60	9938.00	9938.00	True
LW65	12.83	0.66056	0.66056	8846.60	9946.73	9946.73	True
LW65	13.00	0.66709	0.66709	8846.60	9962.00	9962.00	True
LW65	13.17	0.66709	0.66709	8846.60	9962.00	9962.00	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