{"id":"W4411087737","doi":"10.1002/smi.70057","title":"Clinical and Psychosocial Stress Correlates of Self‐Harm in Women: A Retrospective Cohort Study in the Forensic Mental Health Setting","year":2025,"lang":"en","type":"article","venue":"Stress and Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental health; Psychosocial; Psychiatry; Psychology; Harm; Clinical psychology; Distress; Cohort; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005375041,0.0002652052,0.0003805372,0.0008640729,0.001178626,0.0008342222,0.00044866,0.0004019268,0.0009820496],"category_scores_gemma":[0.001648056,0.0004921287,0.0003489825,0.001228343,0.0005489942,0.0004802944,0.0007609741,0.0006805661,0.000273379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389362,"about_ca_system_score_gemma":0.001254525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1437478,"about_ca_topic_score_gemma":0.2138855,"domain_scores_codex":[0.9995396,0.00008879581,0.00003429847,0.00008105177,0.00009320179,0.0001630114],"domain_scores_gemma":[0.9992986,0.00006030205,0.0002508333,0.00006752402,0.0001169267,0.000205688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003236619,0.00003447572,0.9985953,0.000004183376,0.00001347104,0.00008662179,0.0007024463,0.000004085471,0.00008422336,0.000007385081,0.0000474598,0.0003878707],"study_design_scores_gemma":[0.000003211107,0.0001059975,0.9964916,0.00000944139,0.00001030984,0.0001730919,0.003032442,0.00002793872,0.00001854515,0.000008371264,0.0001152281,0.000003737989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995669,0.00007633125,0.00002233378,0.00002585892,0.000001955502,0.0000135388,0.0001489082,7.949087e-7,0.0001434581],"genre_scores_gemma":[0.9994585,0.0001344968,0.00003459082,0.0000277119,0.000003416861,0.00001335955,0.0001555479,0.000001093091,0.0001711799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1437478,"threshold_uncertainty_score":0.2858221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191196381240198,"score_gpt":0.4196340741047102,"score_spread":0.3877221102923082,"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."}}