{"id":"W3135715546","doi":"10.1101/2021.03.04.21252934","title":"Sexual violence in older adults: a Belgian prevalence study","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Victimisation; Neglect; Elder abuse; Sexual abuse; Population; Gerontology; Sexual orientation; Demography; Sexual violence; Medicine; Psychology; Domestic violence; Poison control; Injury prevention; Psychiatry; Environmental health; Social psychology; Sociology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001018333,0.0002701081,0.0003974428,0.0001550193,0.0002148201,0.0002479457,0.0008636437,0.0003098533,0.0003481117],"category_scores_gemma":[0.0006050611,0.0002811197,0.00008460049,0.000523945,0.000157368,0.0002361744,0.0005960806,0.0008788039,0.00003011821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001392876,"about_ca_system_score_gemma":0.0005693353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02484028,"about_ca_topic_score_gemma":0.1287194,"domain_scores_codex":[0.996311,0.001008313,0.0004116574,0.0009788567,0.0007599242,0.000530248],"domain_scores_gemma":[0.9986032,0.000247717,0.0001458985,0.0006909636,0.0001591856,0.0001530625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001405325,0.0005514398,0.885047,0.000174105,0.00002339894,0.0001838854,0.1032757,0.00001011672,0.00001621489,0.000008352597,0.00003861809,0.01065711],"study_design_scores_gemma":[0.0004582776,0.00008488844,0.9544051,0.005153234,0.00004348801,9.099869e-7,0.03913503,0.0000269977,0.00005622285,0.00009774593,0.0001018581,0.0004362642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949297,0.002325629,0.00002063667,0.0002253162,0.0006783244,0.001292517,0.000008164967,0.0001074035,0.000412302],"genre_scores_gemma":[0.9949778,0.003771939,0.00009316206,0.0001246516,0.0002409999,0.0002289131,0.000006654184,0.00002391673,0.0005319398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1038792,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172273801378232,"score_gpt":0.3172432823519314,"score_spread":0.2955205443381491,"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."}}