{"id":"W4378716103","doi":"10.1590/0034-7167-2022-0278pt","title":"Risco de violência e síndrome da fragilidade entre idosos atendidos em serviço hospitalar","year":2023,"lang":"pt","type":"article","venue":"Revista Brasileira de Enfermagem","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology; Gerontology; Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002067477,0.0009252484,0.001170437,0.0004902218,0.001389314,0.001562233,0.001889925,0.0008625651,0.002651571],"category_scores_gemma":[0.0006027055,0.001007243,0.0007933468,0.003646648,0.0003283732,0.0008226677,0.0005808889,0.001297678,0.007173142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008476848,"about_ca_system_score_gemma":0.001148855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008813012,"about_ca_topic_score_gemma":0.0005479392,"domain_scores_codex":[0.991809,0.001550547,0.001092937,0.00139744,0.001354444,0.002795629],"domain_scores_gemma":[0.9963589,0.0006064751,0.0004712867,0.001281808,0.0002178307,0.001063714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001135417,0.000685517,0.6757605,0.001938766,0.0008528575,0.003987189,0.1408196,0.0001538967,0.005955601,0.00459299,0.1497808,0.01535876],"study_design_scores_gemma":[0.002595952,0.0006248842,0.8540094,0.004903751,0.001118451,0.0001367226,0.03805656,0.002829612,0.00184343,0.0009853422,0.08911884,0.003777088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868922,0.004633548,0.0002054117,0.001048244,0.0008280758,0.001254996,0.0001944352,0.001030492,0.003912631],"genre_scores_gemma":[0.9752868,0.00508754,0.00007812514,0.001176047,0.001436413,0.0001132435,0.0001503944,0.0002018024,0.01646966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1782488,"threshold_uncertainty_score":0.9999107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04561475770279708,"score_gpt":0.3369273131103691,"score_spread":0.2913125554075721,"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."}}