{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00898901,0.0007760085,0.00371678,0.0001026508,0.0003087691,0.00004078919,0.002506862,0.001596035,0.002094276],"category_scores_gemma":[0.0005711415,0.0003132466,0.002542996,0.001113843,0.001558672,0.00003785932,0.0003052413,0.004037529,0.008237635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003733,"about_ca_system_score_gemma":0.0001966038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000315084,"about_ca_topic_score_gemma":0.000008610542,"domain_scores_codex":[0.9832501,0.009070173,0.004732735,0.001524064,0.0005081186,0.0009147493],"domain_scores_gemma":[0.990154,0.004114454,0.001514837,0.003763466,0.0001366931,0.0003165847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002554169,0.0003252185,0.000008720798,0.01248284,0.0004539328,0.00004076625,0.000006810478,3.663073e-10,1.67487e-9,0.004455266,0.3267134,0.6554875],"study_design_scores_gemma":[0.0003165481,0.0008054227,0.0001695062,0.02177486,0.002671347,0.0003379057,0.00001142467,9.747027e-8,1.359379e-9,0.001403362,0.9722704,0.0002390728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001323294,0.9565682,0.000007718671,0.0105667,0.01287388,0.005145785,0.0000774715,0.00007303821,0.01468591],"genre_scores_gemma":[4.492625e-7,0.9798325,0.00005633861,0.006920272,0.002444561,0.001968365,0.000124012,0.00009519212,0.008558266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6552484,"threshold_uncertainty_score":0.999932,"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."}}