{"id":"W1663079881","doi":"10.1111/jgs.13601","title":"Prevalence of and Risk Factors for Elder Abuse and Neglect in the Community: A Population‐Based Study","year":2015,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":217,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Elder abuse; Neglect; Medicine; Population; Physical abuse; Gerontology; Ethnic group; Poison control; Psychological abuse; Suicide prevention; Injury prevention; Psychiatry; Child abuse; Environmental health","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":[0.002495537,0.00007666665,0.0002164741,0.00004208325,0.0003887113,0.0000373419,0.0003879787,0.00002884385,0.000001001661],"category_scores_gemma":[0.0006498706,0.00004402967,0.0001365411,0.0005867057,0.0002138109,0.0001159467,0.00003497484,0.0003120026,2.370151e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005934638,"about_ca_system_score_gemma":0.0001485503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008027346,"about_ca_topic_score_gemma":0.001029984,"domain_scores_codex":[0.9979122,0.001273813,0.0002715059,0.00006296983,0.0003441886,0.0001353413],"domain_scores_gemma":[0.9976363,0.001212741,0.0007742706,0.0001673442,0.0001512984,0.00005807311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003202258,0.0001334994,0.8330865,0.00001104134,0.00003235392,1.249747e-7,0.1659362,0.00002873918,0.000008665982,0.000004123659,0.0002509598,0.0004757861],"study_design_scores_gemma":[0.0006600768,0.0006409852,0.884676,0.00002388309,0.0001900253,0.000001059922,0.1129102,0.00005950951,0.00001003992,0.0006678139,0.00009357684,0.00006677929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987895,0.0004814889,0.00009147136,0.0002261666,0.00005984024,0.0003283448,0.000006349132,0.000003186535,0.00001369119],"genre_scores_gemma":[0.9972606,0.001934178,0.0006043105,0.0001276549,0.00005564171,0.000003194606,1.233041e-7,0.000005779132,0.000008504988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05302598,"threshold_uncertainty_score":0.9985783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04744848575596314,"score_gpt":0.3379373728398335,"score_spread":0.2904888870838703,"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."}}