{"id":"W4416022380","doi":"10.1016/s2352-4642(25)00214-7","title":"Interventions to prevent, reduce, and respond to violence against children and adolescents: a systematic review of systematic reviews to update the INSPIRE Framework","year":2025,"lang":"en","type":"review","venue":"The Lancet Child & Adolescent Health","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University; Hamilton Health Sciences","funders":"Economic and Social Research Council; Clarendon Fund; Green Templeton College, University of Oxford; Oak Foundation","keywords":"Systematic review; Psychological intervention; Domestic violence; Poison control; Suicide prevention; MEDLINE; Human factors and ergonomics; Sexual violence","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":[0.03175458,0.002475533,0.01672907,0.01366124,0.0007379762,0.004933943,0.003327114,0.003702362,0.004994933],"category_scores_gemma":[0.0966761,0.002009346,0.014726,0.01023725,0.001700846,0.005185864,0.003876604,0.003326375,0.0005794896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006934027,"about_ca_system_score_gemma":0.02565141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01845825,"about_ca_topic_score_gemma":0.0712152,"domain_scores_codex":[0.9752697,0.009725222,0.008657575,0.001584102,0.004095333,0.0006679877],"domain_scores_gemma":[0.946556,0.0383627,0.009244372,0.001062672,0.004128584,0.0006456624],"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":[0.0002327058,0.00002172762,0.0004974423,0.9230167,0.02632378,0.00004458455,0.0001961447,0.0001314609,0.0001860766,0.0005583819,0.002625787,0.04616532],"study_design_scores_gemma":[0.0006991205,0.0001697641,0.002738836,0.8505324,0.1243165,0.0001427734,0.0002561472,0.0001424327,0.0001368052,0.001075805,0.01973104,0.0000584448],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003519829,0.9976469,0.000277384,0.0006835307,0.0002564507,0.0003516155,0.0002753603,0.00001715624,0.0001395126],"genre_scores_gemma":[0.007973689,0.9864455,0.002767126,0.001597799,0.000161176,0.0006646683,0.0002501358,0.00001205509,0.0001278897],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03175458,"threshold_uncertainty_score":0.1679363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06558083075299265,"score_gpt":0.4264253564869153,"score_spread":0.3608445257339226,"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."}}