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Anesthesia end time

Anesthesia end time; from casestart (clinical table).

Name in the dataset aneend
Type time
Stored in clinical_data.csv
Stamped by Hospital records clock
Unit sec

Description

Charted clock minute modelled as an offset from the recording end (device time). See the Timestamps section.

How its time was recorded is described with Anaesthesia record events.

Measurement space

-20020true minus recorded (min)1. recorded at :30 past the hourdensity-505true minus recorded (min)2. recorded at :45 past the hourdensity-10010true minus recorded (min)3. recorded at :20 past the hourdensity

Vertical slices through the measurement space: how the true value is spread around a recorded one, for 3 recorded minutes of the hour chosen to show the different cases. Each panel has its own scale. Each is averaged over every record with that minute in the release, from the pinned model; groups of fewer than 20 records are not shown.

  1. :30 (the commonest recorded value; 862 records): mean -4.85 min, SD 4.16 min, 95% between -16.6 and -0.212. Rounding: ceiling_10min 66%, ceiling_5min 27%, ceiling_30min 6%.
  2. :45 (the narrowest; 269 records): mean -2.36 min, SD 1.51 min, 95% between -4.93 and +0.113. Rounding: ceiling_5min 97%, clock_minute 3%.
  3. :20 (unlike the others; 695 records): mean -4.14 min, SD 2.8 min, 95% between -9.7 and -0.192. Rounding: ceiling_10min 70%, ceiling_5min 29%.
Joint map of recorded against true value for Anesthesia end time
Joint map: across, the recorded minute of the hour; up, the true value minus the recorded one. Colour is the share of all probability in the release (6,254 records), on a log scale. Each column is a slice like those above; tall columns are values people round to, narrow ones values written as measured.

Time

Its time side is still to be described.

Value

Model kind timestamp_model: fitted reference-offset model; posterior over the true event time
Resolution heaped: a mixture of rounding modes (see the value model)
Status measured
Studies How the anesthesia end time was charted

In this release

How wide the true-value distribution is, record by record, over 6,254 of 6,388 records (all clinical rows) that have one. Computed with the pinned model, aggregates only.

Median p10 to p90
Standard deviation 144 sec 87.1 to 173 sec
95% interval width 535 sec 290 to 569 sec
Mean minus recorded -203 sec -359 to -124 sec

Value model

Model file: …/models/aneend.model.json. Read from the pinned snapshot of vitaldb-resolution at commit bb03ddfc8a (2026-10-18).

How a true value becomes the recorded one. The rules are tried in order: a record not taken by an earlier rule is taken by this one with the probability shown (where its condition holds); the last rule takes the rest. With no conditions, the shares follow directly.

Order Rule Rounds to Probability if reached Share of records
1 ceiling_30min 30 clock minute (ceiling) 1.8 % 1.8 %
2 ceiling_10min 10 clock minute (ceiling) 52.1 % 51.1 %
3 ceiling_5min 5 clock minute (ceiling) 87.1 % 41.0 %
4 clock_minute 1 clock minute (floor) the rest 6.1 %
Recorded resolution 1 min (chronon) (modelled at 1)
True-value density reference_offset_spline
Covariates ref (recording end clock, minutes)
Fitted on 6,254 records (clinical_data.csv)
BIC 23,456
Fitted 2026-10-18

Time and value together

Coupled. The value is itself a time: its value side and its time side are the same uncertainty.

Studies

Study Date Status Summary
How the anesthesia end time was charted 2026-10-18 current The charted anesthesia end time is a mixture of 4 ways of writing a clock time (ceiling_30min, ceiling_10min, ceiling_5min, clock_minute), modelled as an offset from a device time.

Figures

Histogram of the recorded values of aneend.
Recorded values in the release: 6,388 records, median 9770 sec; 64 outside the 0.5–99.5th percentiles are not shown.

Tags: generated, vitaldb-resolution