{"id":"W4393166000","doi":"10.1016/j.cpr.2024.102417","title":"The future of psychological treatments: The Marburg Declaration","year":2024,"lang":"en","type":"review","venue":"Clinical Psychology Review","topic":"Mental Health Research Topics","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Philipps-Universität Marburg","keywords":"Psychological intervention; Psychology; Mental health; Declaration; Psychotherapist; Engineering ethics; Medical education; Applied psychology; Medicine; Psychiatry; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03131597,0.001661063,0.002270662,0.001601384,0.002689061,0.01201039,0.004260502,0.0279975,0.004715609],"category_scores_gemma":[0.0621072,0.0008554608,0.002214947,0.001513518,0.01206566,0.01208358,0.00734257,0.04857931,0.003328103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007368803,"about_ca_system_score_gemma":0.02501983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003020944,"about_ca_topic_score_gemma":0.002154796,"domain_scores_codex":[0.9790555,0.01042431,0.002213783,0.002206822,0.00467713,0.001422414],"domain_scores_gemma":[0.9437597,0.03811986,0.005282731,0.002518475,0.007076924,0.003242247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001772291,0.00005291584,0.0001551428,0.002811904,0.00006610501,0.0004328198,0.001298905,0.000204213,0.0003768866,0.1812482,0.707408,0.1057677],"study_design_scores_gemma":[0.00003058484,0.00005168583,0.0001781372,0.005263041,0.00002984024,0.0004171892,0.0002354273,0.0001007775,0.0001302789,0.02673721,0.9668037,0.00002193983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002158521,0.1308267,0.0007922135,0.7983049,0.06703641,0.00002930808,0.0001044443,0.00003347654,0.002656663],"genre_scores_gemma":[0.01722643,0.1072599,0.006707176,0.7779616,0.07702778,0.0005722307,0.0002811376,0.0001038754,0.01285997],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03131597,"threshold_uncertainty_score":0.1656166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7288118857555511,"score_gpt":0.724261896780359,"score_spread":0.004549988975192099,"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."}}