{"id":"W3193872619","doi":"10.2196/30590","title":"Effectiveness of Self-Guided Virtual Reality–Based Cognitive Behavioral Therapy for Panic Disorder: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Panic disorder; Virtual reality; Panic; Cognitive behavioral therapy; Psychology; Clinical psychology; Exposure therapy; Psychotherapist; Cognition; Rating scale; Randomized controlled trial; Anxiety; Medicine; Psychiatry; Computer science; Developmental psychology","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":[0.002508895,0.001278762,0.005524576,0.001186079,0.0006319092,0.001052301,0.001678123,0.002653505,0.009008689],"category_scores_gemma":[0.002996543,0.0009238111,0.003206949,0.0007669755,0.001343193,0.001098016,0.0007022343,0.002371901,0.0006662097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120398,"about_ca_system_score_gemma":0.001784008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589963,"about_ca_topic_score_gemma":0.00277144,"domain_scores_codex":[0.9978865,0.001092188,0.0002532059,0.0003306706,0.0002201964,0.000217194],"domain_scores_gemma":[0.9980641,0.000761216,0.0004560464,0.0001337561,0.0001426714,0.000442222],"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":[0.9668782,0.01465706,0.0004625298,0.002153232,0.001726963,0.00003755773,0.00006470019,0.0001422123,0.0006480342,0.00007469146,0.0002341502,0.01292067],"study_design_scores_gemma":[0.9480168,0.04914385,0.001106224,0.0001065148,0.0009531867,0.00001141915,0.00002604325,0.0002277353,0.000144487,0.0000531111,0.0001996867,0.0000109103],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562562,0.01048296,0.001326766,0.0006397711,0.001321147,0.02662081,0.001031657,0.0002060816,0.002114647],"genre_scores_gemma":[0.9473149,0.005804545,0.00395181,0.001045649,0.00100332,0.03722567,0.0006419411,0.00001951538,0.002992565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009008689,"threshold_uncertainty_score":0.030137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04697602899314005,"score_gpt":0.4395067483839901,"score_spread":0.39253071939085,"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."}}