{"id":"W4304117383","doi":"10.47626/2237-6089-2022-0524","title":"Psychological resilience and mood disorders: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Trends in Psychiatry and Psychotherapy","topic":"Resilience and Mental Health","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"Canadian Institutes of Health Research; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul","keywords":"Meta-analysis; PsycINFO; Mood; Clinical psychology; Psychological resilience; Mood disorders; Context (archaeology); Psychological intervention; Depression (economics); Psychology; Systematic review; Medicine; Psychiatry; MEDLINE; Internal medicine; Anxiety; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001391715,0.000885565,0.006759916,0.001092626,0.0002411966,0.00006725175,0.0005412833,0.0003959653,0.007632046],"category_scores_gemma":[0.000005325761,0.0006008428,0.001276039,0.002777474,0.0002721242,0.0001108083,0.00003040586,0.0008944363,0.00001622849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000262198,"about_ca_system_score_gemma":0.0000277923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006334621,"about_ca_topic_score_gemma":0.0005398159,"domain_scores_codex":[0.9937039,0.001852046,0.001677768,0.001796972,0.0003393007,0.0006300141],"domain_scores_gemma":[0.9972737,0.0003456566,0.0007878704,0.001308009,0.000008153858,0.0002766313],"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":[0.00009516622,0.001432182,0.0001795999,0.4857188,0.05147082,0.00001037711,0.0009563871,1.421181e-7,6.313682e-9,0.007304797,0.002531582,0.4503002],"study_design_scores_gemma":[0.001513828,0.001697767,0.0005594807,0.01549547,0.6408271,0.0006732895,0.0004676824,0.000001509536,1.504172e-9,0.004742598,0.3322031,0.00181816],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001293198,0.9900673,0.00001907125,0.001017508,0.000490208,0.001938837,0.000136383,0.00005011043,0.006267661],"genre_scores_gemma":[0.00002859486,0.9917385,0.0002072753,0.002002154,0.00004142516,0.002389467,0.00005737441,0.00006037665,0.003474846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5893563,"threshold_uncertainty_score":0.9996443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059303147741545,"score_gpt":0.4802451780259239,"score_spread":0.3743148632517694,"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."}}