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Vegetation often produces noisy 3D point clouds requiring a time-consuming post data collection manual clean upas in most instances the vegetation cannot be simply removed.

The CMPD has a detailed data collection manual provided to all units.

The CMP uses data collection training, the data collection manual and a precise dataset specification to minimise this variability.

We previously created the Autism Database (AutDB) to provide a publicly available web portal for ongoing collection, manual annotation, and visualization of genes linked to ASD.

A data collection manual designed by the authors of this study was sent to each partner and interviewer, providing guidelines on how to perform the interview to ensure that these were carried out in a standardised way.

The PI will be responsible for the correct execution and continuity of the project, online registry data base set-up and maintenance, preparation of documents (e.g. registry protocol, patient information and informed consent and data collection manual) and preparation of documents for notification to ethic committees in addition to statistical (interim) analyses.

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A comprehensive dataset specification (the ICNARC Case Mix Programme Dataset Specification) [ 9] and individual data collection manuals are made available to all data collectors and software developers.

The situations for the parent/child interaction were adapted from McMahon and Estes (Mahon R J, Estes A K: Parent-chinteractiontask task. Observational data collection manuals. Unpublished manuscript, University of Washington, Seattle 1993) and were slightly modified.

Thus, no additional data collection or manual annotation was done for the hybrid approach.

collection (including manual labour), loading and transportation resources (e.g., trucks, street sweepers, paid and volunteer labour).

On the opposite, a high risk of bias was attributed to retrospective data collection from manual records or administrative databases.

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