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Abstract This talk will cover two common areas of confusion. First, the relationship between personal recovery and clinical be described, using recent meta-analytic evidence. It argued that is not same as recovery, there now an established policy practice consensus supporting primary aim mental health systems. Traditional recovery-oriented treatments which target for example symptomatology or r...
Background Poorer self-rated health (SRH) predicts worse health outcomes, even when adjusted for objective measures of disease at time of rating. Twin studies indicate SRH has a heritability of up to 60% and that its genetic architecture may overlap with that of personality and cognition. Methods We carried out a genome-wide association study (GWAS) of SRH on 111 749 members of the UK Biobank...
We describe several improvements to Freund and Schapire's AdaBoost boosting algorithm, particularly in a setting in which hypotheses may assign confidences to each of their predictions. We give a simplified analysis of AdaBoost in this setting, and we show how this analysis can be used to find improved parameter settings as well as a refined criterion for training weak hypotheses. We give a spe...
CONTEXT Children's exposure to violence in the media remains a source of public health concern; however, violence in video games rated T (for "Teen") by the Entertainment Software Rating Board (ESRB) has not been quantified. OBJECTIVE To quantify and characterize the depiction of violence and blood in T-rated video games. According to the ESRB, T-rated video games may be suitable for persons ...
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