Outputs, in their proper context.

Source-code artifacts implement bounded procedures; Models describe fit or estimator targets and do not by themselves prove novel trained weights; Datasets describe evaluation fixtures and are not necessarily patient data; Spaces are interactive demonstrators, not validation studies.

108 research repositories are publicly accessible. Four privacy-held derived datasets and eighteen private venture packages are excluded. Public availability is not scientific validation or a blanket license to reuse.