LASER AI ‘Ready to use’ Data extraction forms

To start data extraction, you have to set up the Data extraction form. In Laser AI there’s a set of templates that may be uploaded directly to the project.

A list of data extraction templates can be found in the 'Templates' section (in the left sidebar), on the 'Extraction Form' tab.

The list of ready-to-use templates includes both data extraction forms and risk of bias templates. The full list of available templates is shown in the tables below.

Dashboard in templates library showing list of availble data extraction templates in organization

Restrictions: This panel at organization level is only available to Admin, Owner, and Data Manager roles, and only they have permission to create new template at organization level and modify existing ones. However, all project managers and researchers have access to these data extraction forms in projects where they have permission to upload and modify them according to the specific project topic. They can also save these new templates as organisational assets. Data managers, administrators or owners can accept or reject these new templates at the organisation level.

Risk of bias templates

Type of study	Name of the Risk of Bias tool	Title of the template
Observational studies	The Newcastle-Ottawa Scale - 2 version (for case-control and cohort studies)	The Newcastle-Ottawa Scale (NOS) [Cohort studies] The Newcastle-Ottawa Scale (NOS) [case-control studies]
Observational studies	Joanna Briggs Institute (for observational studies)	Joanna Briggs Institute [Case control] Joanna Briggs Institute [Case series] Joanna Briggs Institute [Cohort study] Joanna Briggs Institute [Analytical Cross Sectional Studies]
Diagnostic review	QUADAS-2 (for single-test accuracy and comparative accuracy studies)	QUADAS 2 [Single test accuracy] QUADAS-C [Comparative accuracy]
Randomized-controlled trials	Cochrane risk-of-bias tool for randomized trials ver. 2 (RoB 2) (for parallel, cluster and cross-over studies)	ROB2 [Parallel RCT trials] ROB2 [Crossover RCT trials] ROB2 ROB2 [Cluster RCT trials]
Randomized-controlled trials	Cochrane risk-of-bias tool- ver. 1	ROB1 [RCTs]
Economic studies	Drummond checklist	Drummond checklist [Economic analysis]
Systematic reviews	AMSTAR 2	AMSTAR 2 [SRs]

Data extraction form templates

Type of Data Extraction form	Description	Title of the template	Article with User Guide
Intervention review - Drugs	Dedicated to testing the Data extraction module, training projects or extraction of basic concepts within intervention reviews.	Intervention review_Drugs	User guide
Intervention review - Medical devices	Dedicated to testing the Data extraction module, training projects or extraction of basic concepts within medical device reviews.	Intervention review_Medical Devices	User guide
Intervention review - other type of intervention	Dedicated to the testing of Data extraction module, training projects or extraction of main basic concepts within other types of reviews, e.g. physiotherapy, psychotherapy, educational interventions etc.	Intervention review_other type of intervention	Use guide for intervention review
Diagnostic review	Allows the data extraction module to be tested using the diagnostic review example	Diagnostic review	User guide
Intervention review - template for models exploration	Dedicated to explore the potential of AI models, it’s not topic specific	AI models	Used in test/training project
Burden of disease review	Used as a Data extraction template in a projects that estimate the burden of disease and or/ identify input data for economic modeling	Burden of disease review	User guide
Economic Evaluation review	Used as a Data extraction template in a project to estimate the cost-effectiveness of the technology	Economic Evaluation review	User guide
Economic burden review	Used as a Data extraction template in a project to assess the cost, use of resources and treatment patterns.	Economic burden review	User guide
Epidemiologic review	Used in a projects that aims to estimate incidence, prevalence, mortality rates	Epidemiologic review	User guide
Health state utility values review	Used in a projects that aims to explore Health-Related Quality of Life (HRQoL) and/or to elicit patients’ preferences-To create catalog of Health state utility values (HSUV) (Inputs for economic models: )	HSUV review	User guide
Values & Preferences review	Used in a projects that aims to explore HRQoL and/or to elicit patients’ preferences - To evaluate V&P towards health states (Outcome prioritatization)	V&P review
Umbrella review	To conduct umbrella review	Umbrella review	User guide

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