{"id":"W7116867654","doi":"10.1016/j.avb.2025.102125","title":"The link between psychosis, negative affect, and violence: A systematic review","year":2025,"lang":"en","type":"article","venue":"Aggression and Violent Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Simon Fraser University","funders":"","keywords":"Link (geometry); Poison control; Human factors and ergonomics; Injury prevention; Suicide prevention","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":[0.004448063,0.001058394,0.004914469,0.008093604,0.0005511325,0.002434073,0.001264155,0.00146581,0.003731608],"category_scores_gemma":[0.02641843,0.0008751092,0.005356859,0.008603606,0.0007925991,0.001663829,0.001483482,0.0009651185,0.0002363532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002104212,"about_ca_system_score_gemma":0.007450654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009897232,"about_ca_topic_score_gemma":0.02848309,"domain_scores_codex":[0.9962401,0.001197652,0.0014052,0.000346128,0.0006880095,0.0001229303],"domain_scores_gemma":[0.9773365,0.01761975,0.00340227,0.0002372029,0.001184618,0.0002196492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001578661,0.00001922767,0.002304227,0.9396655,0.008172881,0.0001527205,0.000266532,0.00009402569,0.0001011008,0.0002830943,0.001454248,0.04732865],"study_design_scores_gemma":[0.0001401577,0.0001647192,0.013629,0.8981924,0.06948214,0.0008971559,0.0004695275,0.00008492607,0.0001098375,0.0004711521,0.01631214,0.00004674256],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009400036,0.9984369,0.0000672803,0.0001282502,0.00004663157,0.00006218376,0.000167025,0.000003804701,0.0001480414],"genre_scores_gemma":[0.01266339,0.9864256,0.0002767842,0.0002589249,0.00004759418,0.000139273,0.0001293296,0.000002910099,0.00005619797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009897232,"threshold_uncertainty_score":0.02352387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084128533670328,"score_gpt":0.369338320632821,"score_spread":0.3484970352961177,"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."}}