{"id":"W4414758298","doi":"10.1109/tvcg.2025.3616759","title":"Immersive Intergroup Contact: Using Virtual Reality to Enhance Empathy and Reduce Stigma Towards Schizophrenia","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Visualization and Computer Graphics","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Empathy; Virtual reality; Perspective (graphical); Stigma (botany); Schizophrenia (object-oriented programming); Perspective-taking; Psychological intervention; Empathic concern","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":[],"consensus_categories":[],"category_scores_codex":[0.0001467459,0.0002055776,0.0002292082,0.0004742699,0.0003082056,0.0001094016,0.0001117132,0.0001257727,0.00003366727],"category_scores_gemma":[0.000003594601,0.000228362,0.00008437784,0.0006498419,0.00009999242,0.0001858227,0.000008634515,0.0001926058,0.000009606641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005635409,"about_ca_system_score_gemma":0.00004304019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002438246,"about_ca_topic_score_gemma":0.0001369549,"domain_scores_codex":[0.9985598,0.0001573979,0.0004310878,0.0004806534,0.0001402601,0.0002308228],"domain_scores_gemma":[0.9993198,0.00007332439,0.00008781312,0.0002307672,0.0001131426,0.0001751344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001213209,0.001523879,0.0001046077,0.0001846978,0.0003552325,0.00001055211,0.006077863,0.0001327502,0.000208619,0.8149414,0.001392513,0.1738547],"study_design_scores_gemma":[0.02848251,0.02758124,0.1060362,0.01304559,0.001782593,0.0005145948,0.01763294,0.5973882,0.159156,0.02485759,0.01635702,0.007165561],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3196204,0.00005023569,0.6777558,0.0002295906,0.001755891,0.0002962784,0.00006326727,0.00005598902,0.0001725655],"genre_scores_gemma":[0.9976043,0.0000255479,0.0001665803,0.001721078,0.00003793645,0.00003859102,0.00001133736,0.00001841215,0.0003761913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7900838,"threshold_uncertainty_score":0.9312332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463545242436035,"score_gpt":0.3966818674303413,"score_spread":0.362046415005981,"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."}}