{"id":"W4401173312","doi":"10.1002/cl2.1425","title":"Revisiting the effectiveness of cognitive‐behavioural therapy for reducing reoffending in the criminal justice system: A systematic review","year":2024,"lang":"en","type":"review","venue":"Campbell Systematic Reviews","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Nuffield Foundation; Manchester Metropolitan University","keywords":"Recidivism; Cognitive restructuring; Cognition; Psychology; Population; Intervention (counseling); Meta-analysis; Clinical psychology; Criminal justice; Psychotherapist; Medicine; Psychiatry; Criminology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_narrow"],"category_scores_codex":[0.07362182,0.002053012,0.01783834,0.0006760348,0.0004140828,0.000287941,0.002948691,0.0005718424,0.0000190973],"category_scores_gemma":[0.01044304,0.0009349919,0.004126851,0.002569759,0.0002335766,0.0001647831,0.0001673916,0.001610188,0.0005568746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007381768,"about_ca_system_score_gemma":0.000253073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004966394,"about_ca_topic_score_gemma":0.000002239944,"domain_scores_codex":[0.940719,0.04481773,0.0103938,0.001772205,0.001083529,0.00121374],"domain_scores_gemma":[0.9555349,0.03139802,0.009001627,0.003586286,0.0003255847,0.000153586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003607395,0.00009841914,4.870323e-7,0.9806498,0.001001224,0.00006285683,0.002640952,6.105642e-8,4.687572e-7,0.005050098,0.002970193,0.007489346],"study_design_scores_gemma":[0.000518752,0.0001708224,9.325144e-7,0.8801496,0.1010548,0.002405893,0.006939435,0.000008188352,1.23355e-7,0.00001715792,0.007963277,0.0007709528],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005534896,0.8618334,0.0004287894,0.00002210049,0.02938005,0.1063986,0.0001144154,0.00009989459,0.001717177],"genre_scores_gemma":[0.0003040305,0.9358009,0.00006102578,0.0001713766,0.001724214,0.06129255,0.0001338022,0.0003195298,0.0001925424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1005002,"threshold_uncertainty_score":0.9993101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1923152602408449,"score_gpt":0.44229510463147,"score_spread":0.2499798443906251,"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."}}