{"id":"W4407207494","doi":"10.1136/bmjph-2024-001405","title":"Women’s experiences of gender-based violence supports through an intersectional lens: a global scoping review","year":2025,"lang":"en","type":"article","venue":"BMJ Public Health","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Women and Gender Equality Canada; University of Toronto","keywords":"Intersectionality; Inclusion (mineral); Poverty; Domestic violence; Social support; Qualitative research; Psychology; Medicine; Gender studies; Poison control; Sociology; Suicide prevention; Social psychology; Political science; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003563519,0.0001362061,0.0003871669,0.00006946343,0.0005000443,0.00006748984,0.000411676,0.0000735929,0.0006275248],"category_scores_gemma":[0.0005047842,0.000130786,0.00007636029,0.0008608236,0.0004361974,0.0007698371,0.0000530909,0.0001032759,0.000009424076],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006434782,"about_ca_system_score_gemma":0.008711769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440377,"about_ca_topic_score_gemma":0.0002684177,"domain_scores_codex":[0.9969907,0.0006634159,0.0006777206,0.0003851859,0.000559824,0.0007231209],"domain_scores_gemma":[0.9988878,0.00008281467,0.0002778507,0.000293346,0.0002480142,0.0002101584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007758712,0.001310621,0.02849012,0.02141348,0.00007614294,0.00001636944,0.2982312,0.00002084507,0.000007613215,0.536514,0.02072743,0.09311463],"study_design_scores_gemma":[0.001437529,0.001028014,0.02355758,0.1281506,0.00002628474,0.00001696307,0.7879535,0.0004487578,0.00006508888,0.0103086,0.04566482,0.001342256],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5009047,0.04409458,0.0535281,0.02264183,0.007128442,0.009549703,0.0001257323,0.000858936,0.361168],"genre_scores_gemma":[0.974601,0.007776944,0.0008693956,0.01585674,0.00009205652,0.0007671099,0.00001088122,0.00000478546,0.00002109809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5262054,"threshold_uncertainty_score":0.9969079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1476952457706296,"score_gpt":0.4706358070990428,"score_spread":0.3229405613284132,"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."}}