{"id":"W3130628046","doi":"10.2196/22008","title":"Virtual Reality Self-help Treatment for Aviophobia: Protocol for a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychoeducation; Exposure therapy; Population; Randomized controlled trial; Virtual Reality Exposure Therapy; Virtual reality; Medicine; Physical therapy; Clinical psychology; Intervention (counseling); Psychology; Psychiatry; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008006521,0.0003366738,0.001512847,0.0002028257,0.0006819516,0.0009841282,0.001053287,0.0002254064,0.00004428708],"category_scores_gemma":[0.002685604,0.000233666,0.0009038417,0.0007403343,0.0001795463,0.0004371158,0.0003084957,0.0002671239,0.00003273195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004566482,"about_ca_system_score_gemma":0.002712444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002648622,"about_ca_topic_score_gemma":0.00001946892,"domain_scores_codex":[0.9937334,0.002087286,0.001122496,0.001008383,0.001006793,0.001041628],"domain_scores_gemma":[0.9910867,0.004855464,0.0003246159,0.001578322,0.001733753,0.0004211436],"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":[0.8701052,0.004500152,5.350607e-7,0.0002066228,0.0001495788,0.000004894237,0.0003724476,0.000008103313,0.0006184138,0.09989189,0.01250642,0.01163575],"study_design_scores_gemma":[0.6746208,0.004813903,0.000001431012,0.0001489886,0.000006750377,0.000003222575,0.00002286349,0.008097293,0.002975774,0.009726145,0.2994102,0.0001725777],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00001814455,6.208502e-7,0.1260969,0.002501253,0.00001389855,0.8699375,0.00003971509,0.0001992859,0.00119267],"genre_scores_gemma":[0.0001057373,5.446565e-7,0.01184962,0.00008296769,0.0003984187,0.9844298,0.00002013245,0.00003166887,0.003081072],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2869038,"threshold_uncertainty_score":0.9528623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2660503025649128,"score_gpt":0.5556848867137507,"score_spread":0.2896345841488379,"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."}}