{"id":"W6906665089","doi":"10.17632/3kt8gyckfb.3","title":"Risk of violence in elderly people in Brazil: representativeness of the age group // Risco de violência em pessoas idosas no Brasil: representatividade da faixa etária","year":2025,"lang":"en","type":"dataset","venue":"Mendeley Data","topic":"Multimodal Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Representativeness heuristic; Depression (economics); Public health; Elderly people; Scale (ratio); Odds; Geriatric Depression Scale; Age groups","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":[0.000854502,0.0001969162,0.0003644445,0.001397238,0.0004340289,0.0005637511,0.0002823308,0.0003844738,0.0007521696],"category_scores_gemma":[0.002792026,0.0003810315,0.0005055529,0.001032279,0.0003595614,0.0003225361,0.0006238507,0.0002406523,0.0001216343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003830056,"about_ca_system_score_gemma":0.0005329865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03473723,"about_ca_topic_score_gemma":0.07201961,"domain_scores_codex":[0.9994636,0.0001302894,0.00008301963,0.00008671481,0.0001421778,0.00009420275],"domain_scores_gemma":[0.9990878,0.0001737208,0.0004366821,0.000102406,0.00009774965,0.0001016715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001257933,0.00001971706,0.9959971,0.00002951448,0.00002545448,0.00004917253,0.0009038952,0.00001206798,0.0001906144,0.00005278557,0.00003476077,0.002672327],"study_design_scores_gemma":[0.000001370256,0.0000440173,0.9973609,0.00003898092,0.00002384875,0.000273364,0.001766394,0.0000864236,0.00005302684,0.0000504517,0.0002972493,0.00000401242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9973887,0.0006212858,0.0001580508,0.0001059184,0.000005724678,0.00003054654,0.0002653736,0.000004423688,0.001420061],"genre_scores_gemma":[0.9992381,0.0003478462,0.000154283,0.00002719075,0.000004030698,0.00001309378,0.0001070822,0.0000013831,0.0001069326],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03473723,"threshold_uncertainty_score":0.0690701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208767878242479,"score_gpt":0.3469410114132915,"score_spread":0.3248533326308667,"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."}}