{"id":"W4416791077","doi":"10.2196/69033","title":"Smartphone-Based Approach-Avoidance Bias Modification Training for Depression: Randomized Clinical Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioemotional selectivity theory; Randomized controlled trial; Cognitive bias modification; Training (meteorology); mHealth; Term (time); Clinical trial","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":[0.002080733,0.001523756,0.003363112,0.0004760737,0.0005126264,0.0008411025,0.0009759937,0.002655409,0.01023672],"category_scores_gemma":[0.002686921,0.0005776225,0.001921657,0.0005502583,0.001241068,0.0009422536,0.0005200481,0.001915461,0.001032928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007463351,"about_ca_system_score_gemma":0.001257146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356354,"about_ca_topic_score_gemma":0.002547722,"domain_scores_codex":[0.9990414,0.0005109209,0.00009052687,0.0001560058,0.00008229119,0.0001188274],"domain_scores_gemma":[0.9988806,0.0003600923,0.0003064791,0.00008705338,0.00009502286,0.0002707824],"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":[0.9726882,0.009178704,0.0003087107,0.001344814,0.0008200053,0.00002741019,0.00003386043,0.0001504742,0.0008785786,0.00008740349,0.0004669203,0.01401491],"study_design_scores_gemma":[0.9597762,0.03863899,0.0007002685,0.00007166849,0.0002876107,0.000009187144,0.00001177082,0.0001469509,0.0000813615,0.00005856053,0.0002120104,0.000005428801],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525801,0.01208188,0.001777026,0.001760881,0.001792359,0.02536791,0.001421446,0.00020203,0.00301645],"genre_scores_gemma":[0.9487401,0.006218277,0.004314924,0.001605768,0.00132094,0.03330712,0.0007507831,0.0000181647,0.003723833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023672,"threshold_uncertainty_score":0.03424519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3677811207912798,"score_gpt":0.547768837718086,"score_spread":0.1799877169268062,"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."}}