{"id":"W4292466683","doi":"10.1192/bjo.2022.560","title":"Efficacy and moderators of cognitive therapy versus behavioural activation for adults with depression: study protocol of a systematic review and meta-analysis of individual participant data","year":2022,"lang":"en","type":"review","venue":"BJPsych Open","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto; University of Calgary","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; Ministry of Education, India; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Institute for Health and Care Research","keywords":"PsycINFO; Meta-analysis; Psychology; Clinical psychology; Cognition; Anxiety; Depression (economics); Systematic review; Randomized controlled trial; MEDLINE; Cognitive behavioral therapy; Cognitive therapy; Psychiatry; Medicine","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":[0.001509554,0.0003046169,0.005049517,0.0002246416,0.00006082328,0.00003975752,0.0008481312,0.00006645589,0.0003173965],"category_scores_gemma":[0.0001736799,0.000187938,0.000371063,0.0005920477,0.00007103787,0.0002118393,0.0004947643,0.0001304639,3.519444e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001381942,"about_ca_system_score_gemma":0.00009253362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001693266,"about_ca_topic_score_gemma":0.00007556739,"domain_scores_codex":[0.9959399,0.00107999,0.001833788,0.0006268098,0.0003608693,0.0001586208],"domain_scores_gemma":[0.9949423,0.001128422,0.002732206,0.001001871,0.0001249699,0.00007022941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003768438,0.005837387,0.00003723922,0.6199901,0.307569,0.000001694503,0.001743033,1.369114e-7,4.912507e-9,0.00003981396,0.00007887429,0.06093438],"study_design_scores_gemma":[0.006687012,0.00573134,0.0002187285,0.07393575,0.9111847,0.000003477938,0.001390336,0.000001617732,5.525253e-7,0.000002988569,0.0006146701,0.0002288415],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[0.0001814448,0.5808536,0.000005758669,0.000008876724,0.00001778327,0.4158372,0.003048393,0.000003953716,0.00004301658],"genre_scores_gemma":[0.009427566,0.04166762,0.00009382072,0.00002927953,0.00000301826,0.9474261,0.001245718,0.00005082789,0.00005600846],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.6036157,"threshold_uncertainty_score":0.7663891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7695542042675203,"score_gpt":0.6135675091816659,"score_spread":0.1559866950858544,"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."}}