Paper

The International Brain Laboratory et al. Standardized and reproducible measurement of decision-making in mice. eLife, 2021, 10:e63711.

Notes

Source paper for the IBL standardized visual decision task. The biased trainingChoiceWorld variant carries blockwise prior_context labels (p_left=0.2, 0.5, 0.8) which are extracted as separate findings. The unbiased trainingChoiceWorld slice exists for navigation but is a single training session with too few per-block trials to produce stable psychometrics; no findings are currently extracted from it.

Curves on shared axes

Findings extracted from this paper, plotted alongside one another.

Compare to the rest of the literature on /findings.

Findings

Finding Curve Species Source level Stratification Points Fits
finding.ibl-2021-standardized.psychometric.p_left-0.2 psychometric mouse processed-trial p_left=0.2 9
  • logistic-4param AIC=196.1
  • sdt-2afc AIC=201.8
finding.ibl-2021-standardized.psychometric.p_left-0.5 psychometric mouse processed-trial p_left=0.5 9
  • logistic-4param AIC=66.2
  • sdt-2afc AIC=62.1
finding.ibl-2021-standardized.psychometric.p_left-0.8 psychometric mouse processed-trial p_left=0.8 9
  • logistic-4param AIC=266.2
  • sdt-2afc AIC=268.3

Fit parameters

Per-finding fits committed alongside this paper. Parameters, log-likelihood, AIC, and BIC for each variant. Click the finding id for residuals, model-selection winner, and provenance.