{"id":"W4406639000","doi":"10.2196/66925","title":"Impact of a Virtual Reality Intervention on Stigma, Empathy, and Attitudes Toward Patients With Psychotic Disorders Among Mental Health Care Professionals: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council","keywords":"Mental health; Empathy; Psychological intervention; Clinical psychology; Interpersonal Reactivity Index; Psychology; Randomized controlled trial; Intervention (counseling); Psychiatry; Stigma (botany); Social stigma; Medicine; Perspective-taking; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002083436,0.001478779,0.00395162,0.001020602,0.0007930706,0.001221168,0.001150063,0.002908039,0.01113382],"category_scores_gemma":[0.0041709,0.0007866196,0.003228624,0.0007919046,0.001189613,0.0009273625,0.000763921,0.002218896,0.0006098514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009817815,"about_ca_system_score_gemma":0.001718502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002324867,"about_ca_topic_score_gemma":0.00362314,"domain_scores_codex":[0.9980435,0.001037052,0.0002421523,0.0002987033,0.0001583185,0.0002202554],"domain_scores_gemma":[0.9982022,0.0007822072,0.0004022816,0.0001148036,0.0001417733,0.0003567059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9441062,0.02041442,0.0003636838,0.005210978,0.001937196,0.00005940687,0.00009773822,0.0001874033,0.001076917,0.000102989,0.0004339265,0.02600926],"study_design_scores_gemma":[0.9453938,0.05192495,0.000894013,0.0002108663,0.0008477008,0.00001228545,0.000038678,0.0001688501,0.0001587188,0.00005400326,0.0002845977,0.00001156113],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356723,0.01626645,0.002159599,0.001307513,0.002151664,0.03798129,0.001364902,0.0003484966,0.002747916],"genre_scores_gemma":[0.9206272,0.009026049,0.006594737,0.001262211,0.0011928,0.05786607,0.0005534482,0.00002385397,0.002853567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113382,"threshold_uncertainty_score":0.03724635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862619762948577,"score_gpt":0.4420950616479366,"score_spread":0.4234688640184509,"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."}}