{"id":"W4410064812","doi":"10.5694/mja2.52660","title":"The prevalence of intimate partner violence in Australia: a national survey","year":2025,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Health and Medical Research Council; Medical Research Council; Department of the Prime Minister and Cabinet; Australian Institute of Criminology; Queensland University of Technology; Department of Social Services, Australian Government","keywords":"Domestic violence; Sexual violence; Medicine; Demography; Sexual orientation; Confidence interval; Poison control; Injury prevention; Suicide prevention; Physical abuse; Psychiatry; Psychology; Medical emergency; Social psychology","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":[0.001268372,0.0002121057,0.0003049722,0.001057758,0.0003727487,0.0003385498,0.0005156946,0.0004220558,0.0006046238],"category_scores_gemma":[0.00274169,0.0003564714,0.0003195571,0.001387277,0.0002263299,0.0006307867,0.0009177402,0.0005093492,0.0002239453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065593,"about_ca_system_score_gemma":0.00136968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1352019,"about_ca_topic_score_gemma":0.1425445,"domain_scores_codex":[0.9989035,0.0003361369,0.0001529133,0.0001239593,0.0003826705,0.0001007725],"domain_scores_gemma":[0.9984466,0.0001046109,0.0005600037,0.00005162316,0.0005433543,0.0002937832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000216644,0.00005742205,0.9916884,0.0001333006,0.00005773906,0.00006147188,0.0007512643,0.00008101708,0.0003786274,0.00002482038,0.0008267266,0.005917641],"study_design_scores_gemma":[0.000001836107,0.00003000265,0.999361,0.00001587487,0.00000633995,0.00004202022,0.0001302744,0.00007230993,0.00001221173,0.000008035509,0.0003183139,0.000001705961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925522,0.0009658201,0.000596724,0.0003050221,0.00001430529,0.000198547,0.003481057,0.00001497574,0.001871327],"genre_scores_gemma":[0.9939126,0.00101171,0.001553301,0.000256245,0.00001763407,0.000305555,0.002096636,0.000004003439,0.0008424745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1352019,"threshold_uncertainty_score":0.2688299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08286675457471868,"score_gpt":0.4326760054486342,"score_spread":0.3498092508739156,"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."}}