2026-04-13 C4.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: Acinetobacter baumannii
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Acinetobacter baumannii | Run: 2026-04-13 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	2026-04-13 inc4	Run date	2026-04-13
Media	FB	Incubator	inc4
Well file	2026-04-13 C4.xlsx	Well ID	C4
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	12.50522	2.0-42.0 h
LW60	end_norm	0.54968	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.54968	2.0-42.0 h
LW60	max_norm	0.54968	2.0-42.0 h
LW60	min_norm	0.00369	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	0.01400	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	-23.54630	2.0-42.0 h
LW62	end_norm	-0.72065	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.75434	2.0-42.0 h
LW62	max_norm	-0.04102	2.0-42.0 h
LW62	min_norm	-0.75434	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	-0.00868	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	0.10705	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.09921	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-10.13186	2.0-42.0 h
LW64	end_norm	-0.42262	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.49168	2.0-42.0 h
LW64	max_norm	0.05384	2.0-42.0 h
LW64	min_norm	-0.49168	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	-0.01410	2.0-42.0 h
LW65	auc_norm	4.08839	2.0-42.0 h
LW65	end_norm	0.18900	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.18991	2.0-42.0 h
LW65	max_norm	0.18991	2.0-42.0 h
LW65	min_norm	-0.00263	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	0.00574	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 814 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	29996.85455	1087.61188	Ready
LW65	5	20990.29091	277.62031	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	0.00–67.67 h	6602.04–50396.50 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	6602.04–50396.50 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	6602.04–50396.50 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 h	6602.04–50396.50 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	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 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	-0.37393	-0.37393	30201.82	22368.82	22368.82	True
LW60	0.17	-0.19788	-0.19788	30201.82	25960.20	25960.20	True
LW60	0.33	-0.09064	-0.09064	30201.82	28147.80	28147.80	True
LW60	0.50	-0.00172	-0.00172	30201.82	29961.70	29961.70	True
LW60	0.67	0.04059	0.04059	30201.82	30824.90	30824.90	True
LW60	0.83	0.03492	0.03492	30201.82	30709.27	30709.27	True
LW60	1.00	0.01685	0.01685	30201.82	30340.60	30340.60	True
LW60	1.17	0.00835	0.00835	30201.82	30167.20	30167.20	True
LW60	1.33	0.00368	0.00368	30201.82	30072.00	30072.00	True
LW60	1.50	0.00418	0.00418	30201.82	30082.20	30082.20	True
LW60	1.67	0.00868	0.00868	30201.82	30174.00	30174.00	True
LW60	1.83	0.01141	0.01141	30201.82	30229.64	30229.64	True
LW60	2.00	0.01552	0.01552	30201.82	30313.40	30313.40	True
LW60	2.17	0.01802	0.01802	30201.82	30364.40	30364.40	True
LW60	2.33	0.02135	0.02135	30201.82	30432.40	30432.40	True
LW60	2.50	0.02285	0.02285	30201.82	30463.00	30463.00	True
LW60	2.67	0.02468	0.02468	30201.82	30500.40	30500.40	True
LW60	2.83	0.02641	0.02641	30201.82	30535.64	30535.64	True
LW60	3.00	0.02839	0.02839	30201.82	30576.00	30576.00	True
LW60	3.17	0.02968	0.02968	30201.82	30602.40	30602.40	True
LW60	3.33	0.03172	0.03172	30201.82	30644.00	30644.00	True
LW60	3.50	0.03272	0.03272	30201.82	30664.40	30664.40	True
LW60	3.67	0.03469	0.03469	30201.82	30704.50	30704.50	True
LW60	3.83	0.03813	0.03813	30201.82	30774.64	30774.64	True
LW60	4.00	0.03957	0.03957	30201.82	30804.00	30804.00	True
LW60	4.17	0.04090	0.04090	30201.82	30831.20	30831.20	True
LW60	4.33	0.04241	0.04241	30201.82	30862.00	30862.00	True
LW60	4.50	0.04428	0.04428	30201.82	30900.20	30900.20	True
LW60	4.67	0.04578	0.04578	30201.82	30930.80	30930.80	True
LW60	4.83	0.04802	0.04802	30201.82	30976.55	30976.55	True
LW60	5.00	0.05050	0.05050	30201.82	31027.00	31027.00	True
LW60	5.17	0.05100	0.05100	30201.82	31037.20	31037.20	True
LW60	5.33	0.05350	0.05350	30201.82	31088.20	31088.20	True
LW60	5.50	0.05520	0.05520	30201.82	31123.00	31123.00	True
LW60	5.67	0.05739	0.05739	30201.82	31167.60	31167.60	True
LW60	5.83	0.05938	0.05938	30201.82	31208.18	31208.18	True
LW60	6.00	0.06112	0.06112	30201.82	31243.60	31243.60	True
LW60	6.17	0.06402	0.06402	30201.82	31302.90	31302.90	True
LW60	6.33	0.06551	0.06551	30201.82	31333.30	31333.30	True
LW60	6.50	0.06686	0.06686	30201.82	31360.80	31360.80	True
LW60	6.67	0.06991	0.06991	30201.82	31422.90	31422.90	True
LW60	6.83	0.07184	0.07184	30201.82	31462.27	31462.27	True
LW60	7.00	0.07499	0.07499	30201.82	31526.60	31526.60	True
LW60	7.17	0.07871	0.07871	30201.82	31602.60	31602.60	True
LW60	7.33	0.08266	0.08266	30201.82	31683.00	31683.00	True
LW60	7.50	0.08722	0.08722	30201.82	31776.10	31776.10	True
LW60	7.67	0.09319	0.09319	30201.82	31897.90	31897.90	True
LW60	7.83	0.10060	0.10060	30201.82	32049.09	32049.09	True
LW60	8.00	0.11030	0.11030	30201.82	32247.00	32247.00	True
LW60	8.17	0.12128	0.12128	30201.82	32471.00	32471.00	True
LW60	8.33	0.13508	0.13508	30201.82	32752.40	32752.40	True
LW60	8.50	0.15188	0.15188	30201.82	33095.10	33095.10	True
LW60	8.67	0.17349	0.17349	30201.82	33536.00	33536.00	True
LW60	8.83	0.19763	0.19763	30201.82	34028.45	34028.45	True
LW60	9.00	0.22281	0.22281	30201.82	34542.10	34542.10	True
LW60	9.17	0.24346	0.24346	30201.82	34963.30	34963.30	True
LW60	9.33	0.26063	0.26063	30201.82	35313.70	35313.70	True
LW60	9.50	0.27220	0.27220	30201.82	35549.60	35549.60	True
LW60	9.67	0.27920	0.27920	30201.82	35692.40	35692.40	True
LW60	9.83	0.28333	0.28333	30201.82	35776.64	35776.64	True
LW60	10.00	0.28387	0.28387	30201.82	35787.60	35787.60	True
LW60	10.17	0.28189	0.28189	30201.82	35747.30	35747.30	True
LW60	10.33	0.27884	0.27884	30201.82	35685.00	35685.00	True
LW60	10.50	0.27593	0.27593	30201.82	35625.80	35625.80	True
LW60	10.67	0.27162	0.27162	30201.82	35537.80	35537.80	True
LW60	10.83	0.26621	0.26621	30201.82	35427.36	35427.36	True
LW60	11.00	0.25938	0.25938	30201.82	35288.10	35288.10	True
LW60	11.17	0.25209	0.25209	30201.82	35139.40	35139.40	True
LW60	11.33	0.24596	0.24596	30201.82	35014.30	35014.30	True
LW60	11.50	0.23957	0.23957	30201.82	34884.00	34884.00	True
LW60	11.67	0.23427	0.23427	30201.82	34775.90	34775.90	True
LW60	11.83	0.23069	0.23069	30201.82	34702.91	34702.91	True
LW60	12.00	0.23045	0.23045	30201.82	34698.00	34698.00	True
LW60	12.17	0.23292	0.23292	30201.82	34748.40	34748.40	True
LW60	12.33	0.23614	0.23614	30201.82	34814.00	34814.00	True
LW60	12.50	0.24041	0.24041	30201.82	34901.20	34901.20	True
LW60	12.67	0.24404	0.24404	30201.82	34975.20	34975.20	True
LW60	12.83	0.24877	0.24877	30201.82	35071.64	35071.64	True
LW60	13.00	0.25347	0.25347	30201.82	35167.60	35167.60	True
LW60	13.17	0.25866	0.25866	30201.82	35273.40	35273.40	True
LW65	0.00	-0.27214	-0.27214	21191.34	19630.36	19630.36	True
LW65	0.17	-0.17190	-0.17190	21191.34	20131.30	20131.30	True
LW65	0.33	-0.08555	-0.08555	21191.34	20562.80	20562.80	True
LW65	0.50	-0.02197	-0.02197	21191.34	20880.50	20880.50	True
LW65	0.67	0.01437	0.01437	21191.34	21062.10	21062.10	True
LW65	0.83	0.04646	0.04646	21191.34	21222.45	21222.45	True
LW65	1.00	0.04669	0.04669	21191.34	21223.60	21223.60	True
LW65	1.17	0.04549	0.04549	21191.34	21217.60	21217.60	True
LW65	1.33	0.04076	0.04076	21191.34	21194.00	21194.00	True
LW65	1.50	0.03724	0.03724	21191.34	21176.40	21176.40	True
LW65	1.67	0.03666	0.03666	21191.34	21173.50	21173.50	True
LW65	1.83	0.04322	0.04322	21191.34	21206.27	21206.27	True
LW65	2.00	0.04669	0.04669	21191.34	21223.60	21223.60	True
LW65	2.17	0.04669	0.04669	21191.34	21223.60	21223.60	True
LW65	2.33	0.04959	0.04959	21191.34	21238.10	21238.10	True
LW65	2.50	0.04375	0.04375	21191.34	21208.90	21208.90	True
LW65	2.67	0.04435	0.04435	21191.34	21211.90	21211.90	True
LW65	2.83	0.04217	0.04217	21191.34	21201.00	21201.00	True
LW65	3.00	0.04559	0.04559	21191.34	21218.10	21218.10	True
LW65	3.17	0.04669	0.04669	21191.34	21223.60	21223.60	True
LW65	3.33	0.04385	0.04385	21191.34	21209.40	21209.40	True
LW65	3.50	0.04147	0.04147	21191.34	21197.50	21197.50	True
LW65	3.67	0.04020	0.04020	21191.34	21191.20	21191.20	True
LW65	3.83	0.03895	0.03895	21191.34	21184.91	21184.91	True
LW65	4.00	0.04018	0.04018	21191.34	21191.10	21191.10	True
LW65	4.17	0.03606	0.03606	21191.34	21170.50	21170.50	True
LW65	4.33	0.03900	0.03900	21191.34	21185.20	21185.20	True
LW65	4.50	0.03606	0.03606	21191.34	21170.50	21170.50	True
LW65	4.67	0.03724	0.03724	21191.34	21176.40	21176.40	True
LW65	4.83	0.04004	0.04004	21191.34	21190.36	21190.36	True
LW65	5.00	0.03664	0.03664	21191.34	21173.40	21173.40	True
LW65	5.17	0.03662	0.03662	21191.34	21173.30	21173.30	True
LW65	5.33	0.03434	0.03434	21191.34	21161.90	21161.90	True
LW65	5.50	0.03082	0.03082	21191.34	21144.30	21144.30	True
LW65	5.67	0.03724	0.03724	21191.34	21176.40	21176.40	True
LW65	5.83	0.03151	0.03151	21191.34	21147.73	21147.73	True
LW65	6.00	0.03548	0.03548	21191.34	21167.60	21167.60	True
LW65	6.17	0.03032	0.03032	21191.34	21141.80	21141.80	True
LW65	6.33	0.02906	0.02906	21191.34	21135.50	21135.50	True
LW65	6.50	0.03022	0.03022	21191.34	21141.30	21141.30	True
LW65	6.67	0.03256	0.03256	21191.34	21153.00	21153.00	True
LW65	6.83	0.03311	0.03311	21191.34	21155.73	21155.73	True
LW65	7.00	0.03370	0.03370	21191.34	21158.70	21158.70	True
LW65	7.17	0.04607	0.04607	21191.34	21220.50	21220.50	True
LW65	7.33	0.04855	0.04855	21191.34	21232.90	21232.90	True
LW65	7.50	0.04667	0.04667	21191.34	21223.50	21223.50	True
LW65	7.67	0.04669	0.04669	21191.34	21223.60	21223.60	True
LW65	7.83	0.05017	0.05017	21191.34	21241.00	21241.00	True
LW65	8.00	0.05075	0.05075	21191.34	21243.90	21243.90	True
LW65	8.17	0.04727	0.04727	21191.34	21226.50	21226.50	True
LW65	8.33	0.04195	0.04195	21191.34	21199.90	21199.90	True
LW65	8.50	0.04257	0.04257	21191.34	21203.00	21203.00	True
LW65	8.67	0.04431	0.04431	21191.34	21211.70	21211.70	True
LW65	8.83	0.04433	0.04433	21191.34	21211.82	21211.82	True
LW65	9.00	0.04139	0.04139	21191.34	21197.10	21197.10	True
LW65	9.17	0.04375	0.04375	21191.34	21208.90	21208.90	True
LW65	9.33	0.04551	0.04551	21191.34	21217.70	21217.70	True
LW65	9.50	0.04795	0.04795	21191.34	21229.90	21229.90	True
LW65	9.67	0.05133	0.05133	21191.34	21246.80	21246.80	True
LW65	9.83	0.05035	0.05035	21191.34	21241.91	21241.91	True
LW65	10.00	0.04841	0.04841	21191.34	21232.20	21232.20	True
LW65	10.17	0.05133	0.05133	21191.34	21246.80	21246.80	True
LW65	10.33	0.04727	0.04727	21191.34	21226.50	21226.50	True
LW65	10.50	0.04667	0.04667	21191.34	21223.50	21223.50	True
LW65	10.67	0.04841	0.04841	21191.34	21232.20	21232.20	True
LW65	10.83	0.05017	0.05017	21191.34	21241.00	21241.00	True
LW65	11.00	0.04843	0.04843	21191.34	21232.30	21232.30	True
LW65	11.17	0.04969	0.04969	21191.34	21238.60	21238.60	True
LW65	11.33	0.05367	0.05367	21191.34	21258.50	21258.50	True
LW65	11.50	0.05613	0.05613	21191.34	21270.80	21270.80	True
LW65	11.67	0.05389	0.05389	21191.34	21259.60	21259.60	True
LW65	11.83	0.05836	0.05836	21191.34	21281.91	21281.91	True
LW65	12.00	0.06432	0.06432	21191.34	21311.70	21311.70	True
LW65	12.17	0.06960	0.06960	21191.34	21338.10	21338.10	True
LW65	12.33	0.07789	0.07789	21191.34	21379.50	21379.50	True
LW65	12.50	0.08379	0.08379	21191.34	21409.00	21409.00	True
LW65	12.67	0.08743	0.08743	21191.34	21427.20	21427.20	True
LW65	12.83	0.09683	0.09683	21191.34	21474.18	21474.18	True
LW65	13.00	0.10440	0.10440	21191.34	21512.00	21512.00	True
LW65	13.17	0.11269	0.11269	21191.34	21553.40	21553.40	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