{"id":"W4409720254","doi":"10.1145/3706599.3719970","title":"HemisFear: A Virtual Reality Exposure Therapy Prototype Driven by Cross-Cultural Understanding of Dog Phobia","year":2025,"lang":"en","type":"article","venue":"","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Exposure therapy; Virtual reality; Virtual Reality Exposure Therapy; Computer science; Psychotherapist; Psychology; Human–computer interaction; Anxiety; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004596059,0.000465694,0.0002260497,0.0002023228,0.0003626969,0.0007254881,0.000933944,0.0007041258,0.01536124],"category_scores_gemma":[0.0009414657,0.0001500623,0.0002700939,0.00005666579,0.0003228675,0.0005116206,0.001204394,0.0007149851,0.001551077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001439254,"about_ca_system_score_gemma":0.0003212481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004066715,"about_ca_topic_score_gemma":0.0008407059,"domain_scores_codex":[0.9998318,0.00005758967,0.000006029175,0.00002906547,0.00004258635,0.00003291006],"domain_scores_gemma":[0.999767,0.000110152,0.000008870431,0.00002580954,0.00002081672,0.00006735451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003669148,0.01697532,0.007549259,0.001205626,0.0001723876,0.003784872,0.02476877,0.004816688,0.3304831,0.006179922,0.03598187,0.564413],"study_design_scores_gemma":[0.005810715,0.06004844,0.1366329,0.001133265,0.0008285758,0.03097851,0.03168869,0.09932521,0.2164425,0.01754611,0.3984716,0.001093491],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8796853,0.0002483511,0.08673483,0.001496274,0.0003057756,0.001449351,0.0006698215,0.003622967,0.02578727],"genre_scores_gemma":[0.9026201,0.0003443163,0.06880356,0.0007704997,0.00006063563,0.0009263309,0.0006308247,0.0004328223,0.02541093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01536124,"threshold_uncertainty_score":0.0513885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05399954091248448,"score_gpt":0.3504274812799166,"score_spread":0.2964279403674321,"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."}}