{"id":"W4409260480","doi":"10.1098/rsos.250273","title":"Can playing Dungeons and Dragons be good for you? A registered exploratory pilot programme using offline tabletop role-playing games to mitigate social anxiety and reduce problematic involvement in multiplayer online video games","year":2025,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of British Columbia","funders":"H2020 European Research Council; Université de Lausanne; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; École Polytechnique Fédérale de Lausanne","keywords":"Computer science; Social anxiety; Multimedia; Psychology; Social media; Anxiety; Exploratory research; Applied psychology; Online video; Video game; Internet privacy; Human–computer interaction; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00402486,0.0003234459,0.0005322386,0.0001757479,0.003205688,0.001023867,0.001374354,0.0001970535,0.000004148507],"category_scores_gemma":[0.001070057,0.0003323802,0.00008878031,0.001513816,0.001848586,0.0007516349,0.001404109,0.0003690075,3.947687e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000818871,"about_ca_system_score_gemma":0.001498751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00786742,"about_ca_topic_score_gemma":0.01081003,"domain_scores_codex":[0.9963036,0.0001518102,0.0005829643,0.001037828,0.0006229118,0.001300888],"domain_scores_gemma":[0.9986303,0.0001356015,0.0002958427,0.0003439201,0.0002558961,0.0003383665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004936752,0.002893215,0.3933051,0.001548035,0.0003123405,0.0000120499,0.2982875,0.000517903,0.2225384,0.008932153,0.003999128,0.06716052],"study_design_scores_gemma":[0.01740414,0.001193254,0.2115329,0.006005722,0.0004497865,0.00001352938,0.5850158,0.1475708,0.008960333,0.009771163,0.008278491,0.003804018],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729893,0.0001987536,0.0004463229,0.02159198,0.0001526286,0.00411906,0.00008382994,0.0001159923,0.0003021993],"genre_scores_gemma":[0.9630913,0.0000462005,0.03408675,0.001937006,0.00005099827,0.000324478,0.000008168421,0.00002343544,0.0004317034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2867283,"threshold_uncertainty_score":0.9999128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07749244564545948,"score_gpt":0.3641879138391,"score_spread":0.2866954681936405,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}