{"id":"W4372334637","doi":"10.2196/45136","title":"Preliminary Evaluation of Translated and Culturally Adapted Internet-Delivered Cognitive Therapy for Social Anxiety Disorder: Multicenter, Single-Arm Trial in Japan","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Telecommunications Advancement Foundation; Daiwa Anglo-Japanese Foundation; National Institute for Health and Care Research; Wellcome Trust","keywords":"Social anxiety; Anxiety; Randomized controlled trial; Psychology; Clinical psychology; Cognitive behavioral therapy; Psychiatry; 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":[0.004916199,0.001504605,0.003031165,0.0004560313,0.0007793475,0.0009409116,0.000943138,0.001219678,0.0028985],"category_scores_gemma":[0.003753167,0.0005810584,0.002688244,0.000655323,0.001122783,0.001016673,0.0006081287,0.001610601,0.0003891301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244836,"about_ca_system_score_gemma":0.003224226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189736,"about_ca_topic_score_gemma":0.00722279,"domain_scores_codex":[0.9979609,0.00117619,0.0002310559,0.0002486008,0.0001657764,0.0002175913],"domain_scores_gemma":[0.9982723,0.0002825468,0.0003674366,0.0002028772,0.0003145692,0.0005602248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8420928,0.07286179,0.003646656,0.003530187,0.00499706,0.0002026707,0.0008711225,0.0008061904,0.01228745,0.00013951,0.0009804677,0.05758418],"study_design_scores_gemma":[0.7421996,0.2452342,0.008191995,0.0001144701,0.002277929,0.00003799274,0.0001531078,0.0003954433,0.0007099601,0.00006665423,0.0005862595,0.00003237356],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856101,0.002297432,0.000835032,0.0002992213,0.0002554555,0.009564572,0.0003965505,0.00005245828,0.000689163],"genre_scores_gemma":[0.9760637,0.002377622,0.003700645,0.0005701607,0.0002716332,0.0155401,0.0005896293,0.00002133681,0.0008650846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004916199,"threshold_uncertainty_score":0.02599967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.195225372273354,"score_gpt":0.4790163580402443,"score_spread":0.2837909857668903,"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."}}