{"id":"W4411498468","doi":"10.1080/13607863.2025.2517676","title":"Risk factors for elder abuse in the Global South: a case study in northeastern Colombia","year":2025,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Simón Bolívar","keywords":"Psychiatry; Elder abuse; Neglect; Medicine; Clinical psychology; Population; Anxiety; Poison control; Psychology; Suicide prevention; Gerontology; Environmental health","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":[0.0002548917,0.0005318398,0.0003403662,0.001056552,0.002295678,0.0006982813,0.0004962435,0.000592667,0.001608299],"category_scores_gemma":[0.0007990946,0.0002550059,0.0002271925,0.0008947818,0.0005330154,0.0003850699,0.001225158,0.0004862186,0.0001211343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560229,"about_ca_system_score_gemma":0.000907027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09225692,"about_ca_topic_score_gemma":0.1900905,"domain_scores_codex":[0.9997949,0.00005872828,0.00001939244,0.0000261686,0.00002724672,0.00007347927],"domain_scores_gemma":[0.9997155,0.00003644863,0.0001019542,0.00001894981,0.00003411112,0.00009309498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006101144,0.0002688603,0.9291857,0.0001604758,0.00002292065,0.04279058,0.0165293,0.00005290267,0.0006965995,0.000212225,0.0006171794,0.00940212],"study_design_scores_gemma":[0.00001194777,0.0001687506,0.873253,0.0001835158,0.00004222864,0.03401424,0.0894459,0.0002525335,0.0001462766,0.0001442481,0.002312725,0.0000245966],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982461,0.0004512611,0.00006717007,0.0001589401,0.000004687297,0.00003362334,0.00005660447,0.00000222489,0.0009795423],"genre_scores_gemma":[0.99875,0.0007542181,0.0001005971,0.00006665447,0.000007091337,0.00001782604,0.00004602807,0.000001483215,0.0002559824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09225692,"threshold_uncertainty_score":0.1834398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373884612708394,"score_gpt":0.3949286177385181,"score_spread":0.3611897716114341,"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."}}