{"id":"W2904005365","doi":"10.2196/11443","title":"Can Brief, Daily Training Using a Mobile App Help Change Maladaptive Beliefs? Crossover Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitat de València","keywords":"Randomized controlled trial; Crossover study; Crossover; Mobile apps; Psychology; mHealth; Training (meteorology); Computer science; Physical therapy; Physical medicine and rehabilitation; Medicine; Psychological intervention; Artificial intelligence; World Wide Web; Alternative medicine; Psychiatry; Geography; Placebo","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001994832,0.0005541899,0.002640019,0.0003625982,0.0008520884,0.0001017981,0.0002545221,0.0003485234,0.001175668],"category_scores_gemma":[0.0001907704,0.0004729756,0.0003549968,0.0004450274,0.0009059828,0.0001819952,0.00007605335,0.0005788343,0.00007157022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401506,"about_ca_system_score_gemma":0.0007150148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004048619,"about_ca_topic_score_gemma":0.0007195008,"domain_scores_codex":[0.9941629,0.001418116,0.00131498,0.001017077,0.0004356501,0.001651316],"domain_scores_gemma":[0.9966077,0.0008070394,0.001093025,0.0005183077,0.0001903957,0.0007835016],"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":[0.9364502,0.0004028493,0.0002984547,0.0001518929,0.0002339972,0.00001950539,0.04533919,0.000001160914,0.000007731073,0.006550153,0.0006043242,0.00994056],"study_design_scores_gemma":[0.985023,0.002215628,0.003765468,0.00009150289,0.0002323083,0.00003661561,0.004788721,0.0006862159,0.000001999173,0.0009261085,0.001767173,0.000465223],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688483,0.003348059,0.0003057344,0.001951777,0.003071775,0.01550647,0.00009339476,0.0001964359,0.006678046],"genre_scores_gemma":[0.9864534,0.0001972237,0.0003399393,0.005115285,0.003214922,0.00380206,0.00002957285,0.00009698363,0.0007505805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04857285,"threshold_uncertainty_score":0.9997722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0666927880242811,"score_gpt":0.3950290669968757,"score_spread":0.3283362789725946,"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."}}