{"id":"W4409694518","doi":"10.1080/01924036.2025.2495944","title":"Attrition in intimate partner violence cases through the criminal justice system: a scoping review of patterns and predictors","year":2025,"lang":"en","type":"review","venue":"International Journal of Comparative and Applied Criminal Justice","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Simon Fraser University","funders":"","keywords":"Criminology; Attrition; Criminal justice; Domestic violence; Psychology; Economic Justice; Recidivism; Social psychology; Human factors and ergonomics; Sociology; Political science; Poison control; Medical emergency; Law; Medicine","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":[0.01017393,0.001129685,0.003366962,0.01755837,0.0008253633,0.00319177,0.001420424,0.001522614,0.002339477],"category_scores_gemma":[0.04696359,0.001089743,0.005104826,0.01736622,0.001001501,0.002559973,0.002009382,0.001247449,0.0003895066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002351261,"about_ca_system_score_gemma":0.01236612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01157329,"about_ca_topic_score_gemma":0.02576603,"domain_scores_codex":[0.9924191,0.001841379,0.003238347,0.0007116738,0.001563405,0.0002260505],"domain_scores_gemma":[0.9498118,0.04024899,0.005432957,0.0007535353,0.00346861,0.0002841916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001002031,0.00004769102,0.005089229,0.6428942,0.003634094,0.0001843363,0.001180047,0.000227284,0.000188485,0.0008847241,0.00348825,0.3420814],"study_design_scores_gemma":[0.0000244763,0.0001302565,0.01376674,0.9188234,0.0146994,0.0007330282,0.001272394,0.0001032178,0.0002681478,0.0006612329,0.04947363,0.00004419267],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001159901,0.997783,0.0001502505,0.000227037,0.00005451212,0.00008353055,0.0002297687,0.000005813954,0.0003062086],"genre_scores_gemma":[0.005201232,0.9940202,0.000287166,0.0001136175,0.00002143197,0.0001038178,0.0001797461,0.000003468472,0.00006935211],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01755837,"threshold_uncertainty_score":0.05380553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1375020089702397,"score_gpt":0.4573223207987671,"score_spread":0.3198203118285274,"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."}}