{"id":"W3214943968","doi":"10.5694/mja2.51358","title":"The health impacts of dowry abuse on South Asian communities in Australia","year":2021,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Social Services, Australian Government","keywords":"Dowry; Harm; Criminology; Population; Domestic violence; Context (archaeology); Extended family; Political science; Socioeconomics; Geography; Sociology; Law; Poison control; Genealogy; Medicine; History; Suicide prevention; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007230992,0.0001857496,0.0003140841,0.0007008357,0.003612646,0.001068076,0.0004927539,0.00069755,0.004056083],"category_scores_gemma":[0.002246114,0.0002719782,0.0003311343,0.0009381755,0.001227428,0.0009679579,0.003441797,0.001654964,0.0002316703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002369164,"about_ca_system_score_gemma":0.004689439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1646659,"about_ca_topic_score_gemma":0.2632056,"domain_scores_codex":[0.999324,0.0002936526,0.00004943601,0.00004120167,0.0001154502,0.0001763497],"domain_scores_gemma":[0.9983574,0.0001316251,0.000458461,0.0000314011,0.0002712292,0.0007498984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001235531,0.000529857,0.742492,0.001181983,0.0001091137,0.01027347,0.1696738,0.000113912,0.00124365,0.001642081,0.004853943,0.06776279],"study_design_scores_gemma":[0.00001171447,0.0004186801,0.8448346,0.001451029,0.00004471606,0.003345409,0.1409566,0.0001395082,0.00007485753,0.0006663445,0.008025269,0.00003134541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828419,0.003229307,0.00003353269,0.007127478,0.00005242342,0.00005075047,0.00007238255,0.000003078695,0.006589218],"genre_scores_gemma":[0.9920133,0.005390646,0.0001228383,0.001500432,0.00003478536,0.0000388721,0.00002848906,0.000002322148,0.0008683255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1646659,"threshold_uncertainty_score":0.3274149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188413570221089,"score_gpt":0.404512029417084,"score_spread":0.2856706723949751,"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."}}