{"id":"W4327571801","doi":"10.1016/j.cpr.2023.102269","title":"Efficacy and moderators of short-term psychodynamic psychotherapy for depression: A systematic review and meta-analysis of individual participant data","year":2023,"lang":"en","type":"review","venue":"Clinical Psychology Review","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; American Psychoanalytic Association","keywords":"PsycINFO; Meta-analysis; Psychology; Moderation; Depression (economics); Psychodynamic psychotherapy; Observational study; Randomized controlled trial; Clinical psychology; Psychotherapist; Depressive symptoms; Cochrane Library; MEDLINE; Psychiatry; Medicine; Internal medicine; Anxiety","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":[0.04142044,0.003268033,0.02155308,0.008446058,0.0008446074,0.004472656,0.002687258,0.002836962,0.002848288],"category_scores_gemma":[0.08622471,0.00196026,0.0518581,0.00708747,0.001239898,0.002835796,0.0022255,0.002418116,0.0002836942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003604166,"about_ca_system_score_gemma":0.005708989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004654147,"about_ca_topic_score_gemma":0.01035889,"domain_scores_codex":[0.9712871,0.01496173,0.008108718,0.00220848,0.002978387,0.000455608],"domain_scores_gemma":[0.9319693,0.05353394,0.009194763,0.001881755,0.003004958,0.0004152683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002000999,0.00003803927,0.003401645,0.3452766,0.6360868,0.00006561436,0.0001237715,0.0003368862,0.0001998681,0.0001330564,0.0003067704,0.01202998],"study_design_scores_gemma":[0.0006788907,0.0002275934,0.00259705,0.03139476,0.9637465,0.0000551855,0.00004029303,0.0001272321,0.0001377726,0.0001881816,0.0007858603,0.00002072693],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006150002,0.9907948,0.001087159,0.0002490259,0.00018503,0.0007454994,0.0005209569,0.00003644958,0.0002309831],"genre_scores_gemma":[0.2396643,0.7439294,0.007640752,0.0012985,0.0003174331,0.005450804,0.001304585,0.00006150944,0.0003325249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04142044,"threshold_uncertainty_score":0.2190549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.797454318223514,"score_gpt":0.6650000484530195,"score_spread":0.1324542697704945,"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."}}