{"id":"W2172608420","doi":"10.1089/109493103769710488","title":"Preliminary Research on the Efficacy of Virtual Reality Exposure Therapy to Treat Driving Phobia","year":2003,"lang":"en","type":"article","venue":"CyberPsychology & Behavior","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Virtual Reality Exposure Therapy; Specific phobia; Anxiety; Exposure therapy; Psychology; Intervention (counseling); Clinical psychology; Clinical trial; Anxiety disorder; Medicine; Psychiatry; Internal medicine","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":[0.001566735,0.0001871234,0.000235535,0.0002034594,0.0003307287,0.00007216078,0.001363504,0.0001665935,0.00008598214],"category_scores_gemma":[0.0003215693,0.0001325245,0.0001024595,0.001028602,0.0002725493,0.0001298055,0.0001379149,0.0004372211,0.0001539649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006669208,"about_ca_system_score_gemma":0.00009345102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006571419,"about_ca_topic_score_gemma":0.00001006521,"domain_scores_codex":[0.9971809,0.0008663305,0.0003620459,0.0006370553,0.0004440319,0.0005096389],"domain_scores_gemma":[0.9964207,0.0009865401,0.00009495454,0.002104034,0.0001911021,0.0002026259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001734135,0.002994811,0.002742272,5.627942e-7,0.00001751371,0.00001839869,0.003747505,0.00003860361,0.05260338,0.1784803,0.01648247,0.7427008],"study_design_scores_gemma":[0.0009930414,0.003865502,0.9577903,0.00003129916,0.000009395306,0.00002271341,0.000250855,0.0000126534,0.02635463,0.0002582422,0.01018191,0.000229439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874062,0.00005191713,0.002014367,0.003016396,0.0001711552,0.0009060448,0.000007741325,0.0000637355,0.006362441],"genre_scores_gemma":[0.9977726,0.00003703997,0.0005868828,0.0006762146,0.00003769361,0.0003265442,0.000002860804,0.0000174071,0.0005427876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.955048,"threshold_uncertainty_score":0.540419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419754656731158,"score_gpt":0.4200170927872583,"score_spread":0.2780416271141425,"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."}}