{"id":"W4408827178","doi":"10.1136/bmjopen-2024-093988","title":"Technology-facilitated gender-based violence against women with disabilities in low- and middle-income countries: a scoping review protocol","year":2025,"lang":"en","type":"review","venue":"BMJ Open","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Disability Prevention and Rehabilitation","funders":"Universiteit Stellenbosch; Sexual Violence Research Initiative","keywords":"Grey literature; CINAHL; Medicine; PsycINFO; Scopus; Systematic review; Inclusion (mineral); Poison control; MEDLINE; Psychological intervention; Nursing; Psychology; Environmental health; Social psychology; Political science","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":[0.1148415,0.005641478,0.01452877,0.02374737,0.006089034,0.009229991,0.007632376,0.01233003,0.06378728],"category_scores_gemma":[0.08684628,0.006839342,0.01379582,0.01639264,0.006509245,0.0111624,0.008857794,0.007061919,0.01551512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01426323,"about_ca_system_score_gemma":0.09835347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007054143,"about_ca_topic_score_gemma":0.01335496,"domain_scores_codex":[0.9561551,0.01705067,0.01638201,0.003265173,0.004793954,0.002353056],"domain_scores_gemma":[0.9335856,0.02331136,0.01158345,0.005799327,0.02183025,0.003889952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005703484,0.0008343041,0.001327452,0.858068,0.001194873,0.001665057,0.01043592,0.001338689,0.002165794,0.00776036,0.0368215,0.07268444],"study_design_scores_gemma":[0.0119767,0.002516665,0.007198571,0.6629505,0.004062913,0.00115614,0.01029905,0.001160617,0.002542555,0.01008589,0.2854804,0.0005699861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003161706,0.001321051,0.0007546394,0.0002482913,0.00009428032,0.9952245,0.001575334,0.00003480576,0.0004309069],"genre_scores_gemma":[0.000301783,0.001566138,0.001928076,0.0001386955,0.00001991046,0.9954664,0.000353725,0.000004726083,0.0002204382],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1148415,"threshold_uncertainty_score":0.6073474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124181641905568,"score_gpt":0.4802600692419493,"score_spread":0.3560784273363812,"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."}}