{"id":"W4414445241","doi":"10.1016/j.avb.2025.102090","title":"Early life lead exposure as a risk factor for aggressive and violent behaviour in young adults: A systematic review","year":2025,"lang":"en","type":"review","venue":"Aggression and Violent Behavior","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lead exposure; Injury prevention; Poison control; Suicide prevention; Occupational safety and health; Human factors and ergonomics; Lead poisoning; Risk factor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005158821,0.001279112,0.007469918,0.005883841,0.0005141547,0.002238411,0.00137085,0.001758318,0.004090348],"category_scores_gemma":[0.02310648,0.0010032,0.00868159,0.006613309,0.0005911503,0.001538162,0.001136852,0.001199756,0.0002958908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002304315,"about_ca_system_score_gemma":0.009022287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034502,"about_ca_topic_score_gemma":0.0279142,"domain_scores_codex":[0.9962183,0.001164863,0.001419895,0.0003485808,0.0006897377,0.0001586877],"domain_scores_gemma":[0.9835051,0.01249227,0.002508479,0.0002078489,0.001134361,0.0001519788],"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":[0.000162997,0.00001653886,0.001105362,0.9644314,0.00954326,0.00008841825,0.0001150633,0.00007452305,0.00008700455,0.0001368499,0.001064133,0.02317444],"study_design_scores_gemma":[0.0001780945,0.0002329699,0.006817039,0.8681457,0.1079298,0.0003734305,0.0002007568,0.00007992607,0.0001306044,0.0002816778,0.01559127,0.00003882439],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008758466,0.9982438,0.00008785549,0.0001616193,0.00008095812,0.0001410114,0.0002566506,0.000005524732,0.0001466288],"genre_scores_gemma":[0.01033637,0.9882728,0.0003561098,0.0003671724,0.00007665258,0.0002906579,0.000194181,0.000003352386,0.0001027135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01034502,"threshold_uncertainty_score":0.02728283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729002079975426,"score_gpt":0.3156436056450043,"score_spread":0.29835358484525,"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."}}