{"id":"W4408995047","doi":"10.1186/s12889-025-21919-w","title":"Navigating fragmented services: a gender-based violence (GBV) critical feminist analysis of women’s experiences engaging with health and social supports in three Canadian cities","year":2025,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; University of Victoria; University of Windsor; Dalhousie University; Community Based Research Centre; University of British Columbia","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Michael Smith Health Research BC","keywords":"Thematic analysis; Medicine; Public health; Domestic violence; Public relations; Service provider; Nursing; Social work; Poison control; Qualitative research; Suicide prevention; Sociology; Service (business); Environmental health; Political science; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.007094376,0.00137939,0.001122378,0.003749118,0.06580514,0.01149641,0.004362208,0.00282057,0.004845653],"category_scores_gemma":[0.006588991,0.001070302,0.0007139076,0.006555421,0.02492406,0.00391633,0.01124414,0.005174723,0.0002834909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1328332,"about_ca_system_score_gemma":0.1248327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9658991,"about_ca_topic_score_gemma":0.9859385,"domain_scores_codex":[0.9935272,0.002106606,0.0001201908,0.0004371611,0.0009022245,0.002906468],"domain_scores_gemma":[0.9942394,0.002402611,0.0004711837,0.0001691269,0.001316968,0.001400654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001913258,0.000007941823,0.002785829,0.00005165594,0.00000318668,0.0005501563,0.9912141,0.00004191567,0.0001956049,0.001726109,0.001279977,0.002124446],"study_design_scores_gemma":[6.762896e-7,0.000004203908,0.001695762,0.00004491919,0.00000237286,0.00004374519,0.9919621,0.00001659517,0.00004652847,0.00008953991,0.006085646,0.000007895734],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508857,0.001732744,0.001196419,0.01138081,0.0001730695,0.000273091,0.0006864558,0.00002948095,0.03364213],"genre_scores_gemma":[0.9890501,0.001294421,0.0008008296,0.001859109,0.00002247348,0.0001709559,0.0001857371,0.00005260475,0.006563602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1328332,"threshold_uncertainty_score":0.9637766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04512886252754113,"score_gpt":0.3781922155466262,"score_spread":0.3330633530190851,"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."}}