{"id":"W4366602883","doi":"10.1007/s10802-023-01054-z","title":"Neural Predictors of Improvement With Cognitive Behavioral Therapy for Adolescents With Depression: An Examination of Reward Responsiveness and Emotion Regulation","year":2023,"lang":"en","type":"article","venue":"Research on Child and Adolescent Psychopathology","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health; National Institute of Mental Health and Neurosciences; Vanderbilt University; Klingenstein Third Generation Foundation; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Brain and Behavior Research Foundation","keywords":"Depression (economics); Psychology; Behavioral activation; Cognition; Cognitive behavioral therapy; Clinical psychology; Behavioral therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007816,0.0002185645,0.000309585,0.0005004369,0.0002418906,0.00002032075,0.0001153141,0.0001489769,0.00001185958],"category_scores_gemma":[0.0000191395,0.0001596347,0.0000442748,0.0004638411,0.0004257389,0.0001135082,0.00003847722,0.0002823901,0.000001673822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002359133,"about_ca_system_score_gemma":0.00003814867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006226754,"about_ca_topic_score_gemma":0.000007287102,"domain_scores_codex":[0.9975919,0.0004773836,0.0003471963,0.0006629379,0.0005112389,0.0004094092],"domain_scores_gemma":[0.9989524,0.00008073808,0.0001883088,0.0002166846,0.0004096442,0.0001521689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04340997,0.007135898,0.5296835,0.00105471,0.0001169762,0.00003216743,0.008157061,0.00002876917,0.008768194,0.001045997,0.0005381339,0.4000287],"study_design_scores_gemma":[0.005513776,0.006322825,0.9819776,0.002296298,0.00001979056,0.00002501266,0.00237525,0.0000274957,0.001031978,0.0001204904,0.0001143733,0.0001751313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969893,0.0001946729,0.0001508995,0.0006151572,0.0002762162,0.001491576,0.00007616961,0.00003988928,0.0001660838],"genre_scores_gemma":[0.9989215,0.0003593946,0.00002880599,0.0001313068,0.0001879788,0.00008770923,0.0001452999,0.00003156464,0.0001064533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4522941,"threshold_uncertainty_score":0.6509714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06247464744360103,"score_gpt":0.3820995621763006,"score_spread":0.3196249147326995,"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."}}