{"id":"W4387002930","doi":"10.1097/md.0000000000035283","title":"Prevalence and factors associated with recurrent violence in a southeastern Brazilian state: Cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Medicine","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Demography; Poisson regression; Bivariate analysis; Confidence interval; Cross-sectional study; Multivariate analysis; Epidemiology; Population; Poison control; Public health; Injury prevention; Multivariate statistics; Environmental health; Internal medicine; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008427503,0.0002451829,0.0004643449,0.000949015,0.0003867576,0.0005456835,0.0003830366,0.000403346,0.0008685018],"category_scores_gemma":[0.002826178,0.0005037707,0.0005127906,0.001147801,0.0002650763,0.0003769035,0.0004757588,0.0004576999,0.0001219672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003474135,"about_ca_system_score_gemma":0.0004412828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03206919,"about_ca_topic_score_gemma":0.04025542,"domain_scores_codex":[0.9994885,0.0001220344,0.00009230014,0.000106779,0.0001252418,0.00006509782],"domain_scores_gemma":[0.9986156,0.0002133216,0.0007201739,0.00009873663,0.0001910009,0.0001610968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000070212,0.00002483761,0.9988065,0.00001902791,0.00002648366,0.0000473195,0.0003410465,0.000007626319,0.00008024371,0.00001268024,0.00003908987,0.0005883223],"study_design_scores_gemma":[0.000001187268,0.00004233917,0.9985159,0.00003081574,0.00002505598,0.0002449482,0.0008306107,0.00008224453,0.00001572367,0.00001375153,0.0001941084,0.000003242762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982932,0.0004976637,0.00009809375,0.00007657055,0.000004821381,0.00002686095,0.0004010118,0.000003761325,0.0005978405],"genre_scores_gemma":[0.9990568,0.0004010945,0.0001270612,0.00003005055,0.000004586273,0.00001595644,0.0002968571,0.000001905557,0.00006575747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03206919,"threshold_uncertainty_score":0.06376505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0535157926086884,"score_gpt":0.371167567934971,"score_spread":0.3176517753262826,"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."}}