{"id":"W4404667421","doi":"10.1136/bmjgh-2024-015472","title":"Reducing family and school-based violence at scale: a large-scale pre–post study of a parenting programme delivered to families with adolescent girls in Tanzania","year":2024,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Provincial Laboratory of Public Health; University of Alberta","funders":"European Research Council; Medical Research Council; National Research Foundation; Wolfson Foundation; European Commission; LEGO Foundation; Global Challenges Research Fund; Llywodraeth Cymru; University of Oxford; Chief Scientist Office; World Childhood Foundation; Oak Foundation; U.S. President’s Emergency Plan for AIDS Relief; UK Research and Innovation; Research England; Health and Care Research Wales; United States Agency for International Development","keywords":"Attendance; Medicine; Tanzania; Sexual abuse; Reproductive health; Psychology; Adolescent health; Domestic violence; Poison control; Vulnerability (computing); Suicide prevention; Clinical psychology; Population; Nursing; Environmental health","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":[0.002880656,0.0004872355,0.0005801119,0.0004490442,0.001586792,0.0006888155,0.0005417218,0.0005151986,0.001888489],"category_scores_gemma":[0.005203878,0.000502752,0.0006032562,0.0004092416,0.0009528869,0.0006731687,0.00088245,0.001257451,0.0002400175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681197,"about_ca_system_score_gemma":0.002654483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01663799,"about_ca_topic_score_gemma":0.03193873,"domain_scores_codex":[0.998935,0.00048003,0.00005613438,0.0000844893,0.000110752,0.0003335984],"domain_scores_gemma":[0.9974668,0.0006524163,0.0004535565,0.0001564406,0.000263376,0.001007489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0101252,0.07902819,0.5910361,0.001383279,0.0003542109,0.003041818,0.1151505,0.0006222535,0.009042717,0.000368235,0.001817287,0.1880302],"study_design_scores_gemma":[0.001320276,0.05810824,0.9147133,0.0001771995,0.0001371854,0.0001731959,0.0228242,0.0002194902,0.000667601,0.00006988978,0.001557167,0.00003232249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994181,0.00002835389,0.0000277005,0.00004749275,0.000004211878,0.000253996,0.00004303168,0.000002894952,0.0001741542],"genre_scores_gemma":[0.9984705,0.0001052653,0.0003794981,0.0001015365,0.00001001115,0.0005417604,0.00006655091,0.000002914821,0.0003220084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01663799,"threshold_uncertainty_score":0.03308225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05220601314047584,"score_gpt":0.4326392921152097,"score_spread":0.3804332789747339,"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."}}