{"id":"W4396789724","doi":"10.1186/s12978-024-01755-8","title":"Association between the survey-based women’s empowerment index (SWPER) and intimate partner violence in sub-Saharan Africa","year":2024,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Global Affairs Canada; International Development Research Centre","funders":"","keywords":"Sierra leone; Demography; Domestic violence; Empowerment; Sexual violence; Odds ratio; Medicine; Poison control; Reproductive health; Public health; Logistic regression; Psychological intervention; Confidence interval; Geography; Population; Injury prevention; Environmental health; Socioeconomics; Sociology; Political science; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01169357,0.0001597361,0.0002860944,0.0001344847,0.0005118118,0.0001632291,0.0001957142,0.00009821438,0.00004750157],"category_scores_gemma":[0.0005741189,0.0001252833,0.00003802628,0.0008118429,0.0002322758,0.0002150715,0.00005378919,0.0003758037,0.0001236637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583797,"about_ca_system_score_gemma":0.0007186916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006162184,"about_ca_topic_score_gemma":0.0004462535,"domain_scores_codex":[0.9961498,0.001463025,0.0003856811,0.0007173172,0.0005321587,0.0007519728],"domain_scores_gemma":[0.9987591,0.0005123918,0.0001401229,0.0003128588,0.0001325479,0.000143001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009023728,0.0001556313,0.8966808,0.0002306796,0.00009522836,0.000006147878,0.0463605,0.0001107577,0.00006126719,0.001751198,0.01614904,0.03830846],"study_design_scores_gemma":[0.0001410756,0.00007665313,0.971479,0.0002126161,0.000006148082,2.07801e-7,0.0009085548,0.0002226906,0.00006657733,0.00145475,0.02526075,0.0001709746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790923,0.005670452,0.0003474586,0.006978431,0.000885235,0.001315022,0.0001032185,0.0001518692,0.005456016],"genre_scores_gemma":[0.9956352,0.003229746,0.00002227732,0.00027756,0.000289196,0.0001470564,0.00001300398,0.00001652732,0.0003694396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07479814,"threshold_uncertainty_score":0.931542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847193624586175,"score_gpt":0.3539396122781066,"score_spread":0.3154676760322448,"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."}}