{"id":"W4395110699","doi":"10.1016/j.jad.2024.04.091","title":"Defensive functioning in individuals with depressive disorders: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Generalizability theory; Meta-analysis; Depression (economics); Psychology; Psychological intervention; Clinical psychology; Systematic review; Depressive symptoms; MEDLINE; Psychiatry; Psychotherapist; Medicine; Anxiety; Developmental psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001819189,0.0009639771,0.01127383,0.00204182,0.00009297573,0.000103582,0.0004502688,0.0004424446,0.0003482283],"category_scores_gemma":[0.0003590948,0.0005701658,0.003929637,0.002995007,0.0002442115,0.0002019826,0.00008386078,0.001551799,0.00004096133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163868,"about_ca_system_score_gemma":0.0001841528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001751191,"about_ca_topic_score_gemma":0.002108425,"domain_scores_codex":[0.9933833,0.002895413,0.001860781,0.0008626048,0.0004871024,0.0005108076],"domain_scores_gemma":[0.9950879,0.001280294,0.002680819,0.0005765071,0.0002113775,0.0001631647],"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":[0.00002321069,0.000338598,0.0003375881,0.489889,0.4951266,0.0001265284,0.002044172,0.00000814445,4.238289e-9,0.0003052824,0.001509627,0.01029128],"study_design_scores_gemma":[0.0005649765,0.0004662093,0.000109761,0.03504747,0.9439155,0.0004965851,0.001642266,4.942605e-7,1.64402e-9,0.0004802698,0.01669169,0.0005848201],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001410715,0.9947137,0.0004401333,0.0003789559,0.0002215244,0.002970477,0.0001421278,0.00001957507,0.001099442],"genre_scores_gemma":[0.0002579588,0.9978622,0.00005905421,0.0004454071,0.00003405202,0.0008771073,0.00003075589,0.00009972082,0.0003337158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4548415,"threshold_uncertainty_score":0.999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04606432140733349,"score_gpt":0.3769907386475382,"score_spread":0.3309264172402048,"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."}}