title: Automatic integration of confidence in the brain valuation signal.
abstract: A key process in decision-making is estimating the value of possible outcomes. Growing evidence suggests that different types of values are automatically encoded in the ventromedial prefrontal cortex (VMPFC). Here we extend this idea by suggesting that any overt judgment is accompanied by a second-order valuation (a confidence estimate), which is also automatically incorporated in VMPFC activity. In accordance with the predictions of our normative model of rating tasks, two behavioral experiments showed that confidence levels were quadratically related to first-order judgments (age, value or probability ratings). The analysis of three functional magnetic resonance imaging data sets using similar rating tasks confirmed that the quadratic extension of first-order ratings (our proxy for confidence) was encoded in VMPFC activity, even if no confidence judgment was required of the participants. Such an automatic aggregation of value and confidence in a same brain region might provide insight into many distortions of judgment and choice.
authors.affiliation: 1] Motivation, Brain and Behavior team, Centre de NeuroImagerie de Recherche (CENIR), Institut du Cerveau et de la Moelle épinière (ICM), Paris, France. [2] INSERM UMRS 975, CNRS UMR 7225, Université Pierre et Marie Curie UPMC-Paris 6 UMR 1127, Paris, France.
authors.forename: Maël
authors.initials: M
authors.lastname: Lebreton
authors.affiliation: 1] Motivation, Brain and Behavior team, Centre de NeuroImagerie de Recherche (CENIR), Institut du Cerveau et de la Moelle épinière (ICM), Paris, France. [2] INSERM UMRS 975, CNRS UMR 7225, Université Pierre et Marie Curie UPMC-Paris 6 UMR 1127, Paris, France. [3] Centre d'Economie de la Sorbonne, Université Paris 1-Panthéon-Sorbonne, Paris, France.
authors.forename: Raphaëlle
authors.initials: R
authors.lastname: Abitbol
authors.affiliation: 1] Motivation, Brain and Behavior team, Centre de NeuroImagerie de Recherche (CENIR), Institut du Cerveau et de la Moelle épinière (ICM), Paris, France. [2] INSERM UMRS 975, CNRS UMR 7225, Université Pierre et Marie Curie UPMC-Paris 6 UMR 1127, Paris, France.
authors.forename: Jean
authors.initials: J
authors.lastname: Daunizeau
authors.affiliation: 1] Motivation, Brain and Behavior team, Centre de NeuroImagerie de Recherche (CENIR), Institut du Cerveau et de la Moelle épinière (ICM), Paris, France. [2] INSERM UMRS 975, CNRS UMR 7225, Université Pierre et Marie Curie UPMC-Paris 6 UMR 1127, Paris, France.
authors.forename: Mathias
authors.initials: M
authors.lastname: Pessiglione
mesh_terms: D000328:Adult; D001931:Brain Mapping / Q000379:methods*; D002755:Choice Behavior / Q000502:physiology*; D003198:Computer Simulation; D005260:Female; D006801:Humans; D007600:Judgment / Q000502:physiology*; D008279:Magnetic Resonance Imaging / Q000379:methods; D008297:Male; D008960:Models, Psychological; D017397:Prefrontal Cortex / Q000502:physiology*; D055815:Young Adult