{"id":"W4412488377","doi":"10.1037/bul0000482","title":"Suicidality in men following relationship breakdown: A systematic review and meta-analysis of global data.","year":2025,"lang":"en","type":"review","venue":"Psychological Bulletin","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Suicidal ideation; Meta-analysis; Loneliness; Demography; Odds ratio; Marital status; Odds; Psychology; Poison control; Suicide prevention; Injury prevention; Clinical psychology; Medicine; Psychiatry; Population; Internal medicine; Logistic regression; Medical emergency","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004428115,0.0006995491,0.01387319,0.0003066616,0.00007975675,0.00003174374,0.001275836,0.0005728424,0.002655194],"category_scores_gemma":[0.002564046,0.0004388248,0.002945779,0.002914845,0.0001265036,0.00002883559,0.0005328028,0.000601245,0.0002259204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000777103,"about_ca_system_score_gemma":0.00002689649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002453595,"about_ca_topic_score_gemma":0.00005083813,"domain_scores_codex":[0.990814,0.003949437,0.002836614,0.001577,0.0003638675,0.0004590914],"domain_scores_gemma":[0.9922487,0.00400043,0.001044686,0.00254117,0.00006370826,0.0001013311],"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":[0.00001763996,0.000559267,0.001007322,0.6647662,0.3101703,0.0001285702,0.00006897776,1.431337e-7,1.840549e-9,0.00361812,0.01848503,0.001178427],"study_design_scores_gemma":[0.0002123044,0.00003925074,0.001652471,0.008121029,0.9683231,0.00001949293,0.00006372966,1.758672e-7,3.880888e-10,0.0002265462,0.02092895,0.0004129696],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002945475,0.9748605,0.00002953655,0.001288674,0.00009655564,0.002896178,0.0008560317,0.00005498854,0.0199146],"genre_scores_gemma":[0.0003278369,0.9954324,0.0001612307,0.001226392,0.00001265635,0.00114875,0.0003557499,0.0000167547,0.001318206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6581528,"threshold_uncertainty_score":0.9998063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2736814319829175,"score_gpt":0.4804848099023908,"score_spread":0.2068033779194733,"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."}}