{"id":"W4382602724","doi":"10.35502/jcswb.318","title":"What works to prevent violence against women, domestic abuse and sexual violence (VAWDASV)? A systematic evidence assessment","year":2023,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Domestic violence; Sexual violence; Public health; Empowerment; Sexual abuse; Legislation; Systematic review; Poison control; Psychology; Medicine; Criminology; Suicide prevention; Political science; Environmental health; Psychiatry; Nursing; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02026121,0.001993605,0.008818392,0.0148431,0.001254953,0.005989166,0.00247408,0.003847082,0.005338653],"category_scores_gemma":[0.08729128,0.00179836,0.01056442,0.00901658,0.001726647,0.005578722,0.002744677,0.002628699,0.0006678409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008087741,"about_ca_system_score_gemma":0.02785501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01918337,"about_ca_topic_score_gemma":0.05189025,"domain_scores_codex":[0.9826148,0.007229054,0.005460978,0.0009812657,0.003202874,0.0005109728],"domain_scores_gemma":[0.9430687,0.04180333,0.007729998,0.0009299013,0.005707108,0.0007608799],"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":[0.0001217612,0.00002670793,0.0006346792,0.9027978,0.005075695,0.00005341456,0.0004470927,0.0001338893,0.0001016693,0.001006355,0.001856249,0.08774471],"study_design_scores_gemma":[0.00008426285,0.00009260997,0.00102372,0.9732174,0.01248915,0.00008191317,0.0002286898,0.00006439748,0.00007215237,0.0005221068,0.01210672,0.00001692434],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005959969,0.9962361,0.0003101486,0.001414677,0.0002763796,0.0004590047,0.0001997774,0.00001464732,0.0004932997],"genre_scores_gemma":[0.008161473,0.9884571,0.001368998,0.001057159,0.0001058326,0.0006258582,0.000118039,0.000006258642,0.00009928557],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02026121,"threshold_uncertainty_score":0.1071528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641795523651603,"score_gpt":0.3507067656890359,"score_spread":0.3242888104525198,"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."}}