{"id":"W4414707287","doi":"10.1177/10436596251376220","title":"Psychometric Validation of Culturally Adapted Tool for Measuring Attitudes Toward Domestic Violence: Bridging Social Norms and Community Interventions","year":2025,"lang":"en","type":"article","venue":"Journal of Transcultural Nursing","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Psychological intervention; Bridging (networking); Cognition; Mental health; Culturally sensitive; Psychometrics; Cultural diversity; Culturally appropriate","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":[0.00156215,0.0001061132,0.0002968024,0.0002319582,0.00100159,0.0001105875,0.0002497186,0.00007678061,0.000005105017],"category_scores_gemma":[0.0003477314,0.00008232773,0.0003270631,0.0005339542,0.0002579918,0.0005244218,0.000007805562,0.000328433,1.87712e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529005,"about_ca_system_score_gemma":0.00006565695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053327,"about_ca_topic_score_gemma":0.0000155267,"domain_scores_codex":[0.9985557,0.0002544806,0.0006038814,0.00008461327,0.0003002364,0.0002010561],"domain_scores_gemma":[0.9988085,0.0001481822,0.0003175965,0.00005069025,0.0006286734,0.00004634834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00127018,0.002056226,0.03923714,0.003574651,0.000953985,0.000003331256,0.2137732,0.0006319041,0.1179158,0.02492823,0.0006489088,0.5950065],"study_design_scores_gemma":[0.003539921,0.0005621137,0.9124295,0.01859909,0.0009529282,0.00003795726,0.04522736,0.0001904214,0.009795678,0.007994249,0.0001620686,0.0005087929],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680592,0.0008780016,0.02872274,0.0004951213,0.0006018131,0.0002416463,0.00000805634,0.00001691856,0.0009765526],"genre_scores_gemma":[0.9974294,0.0003396201,0.002063706,0.00001724613,0.0001149213,0.000003467277,0.000003336826,0.000004305531,0.00002399412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8731923,"threshold_uncertainty_score":0.7703522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09539363257909146,"score_gpt":0.4120770386669425,"score_spread":0.3166834060878511,"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."}}