{"id":"W4367728411","doi":"10.37689/acta-ape/2023ao006231","title":"Risco de violência, doenças autorreferidas e fragilidade em pessoas idosas hospitalizadas","year":2023,"lang":"pt","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Psychology","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":[0.002110019,0.0008656266,0.0009106338,0.0004528996,0.001716541,0.001172452,0.001903381,0.0009990233,0.002195613],"category_scores_gemma":[0.0009555322,0.0009336991,0.0005841654,0.002761725,0.0004160395,0.0009927107,0.0004774626,0.001350949,0.003740649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009034243,"about_ca_system_score_gemma":0.001505459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003787895,"about_ca_topic_score_gemma":0.005678265,"domain_scores_codex":[0.9920905,0.001248701,0.0009202376,0.001300705,0.001443953,0.002995968],"domain_scores_gemma":[0.9963115,0.0007582037,0.0004172441,0.001229111,0.0002220851,0.001061805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001491674,0.0005213468,0.02612678,0.0003495376,0.0005618724,0.002217835,0.2498079,0.00008419339,0.007315819,0.002871884,0.7024673,0.007526448],"study_design_scores_gemma":[0.002552256,0.0006775725,0.1692205,0.00141997,0.0008888777,0.00007421545,0.08152815,0.002863707,0.006271654,0.006661137,0.7241039,0.003738099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558113,0.001723748,0.0002018756,0.006877546,0.002360198,0.0008221689,0.000188225,0.001462331,0.03055266],"genre_scores_gemma":[0.9562423,0.003778519,0.00007728316,0.00208141,0.001797235,0.0001088543,0.0001410062,0.0001824833,0.03559097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1682797,"threshold_uncertainty_score":0.9998644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04506789546387726,"score_gpt":0.3467806528948716,"score_spread":0.3017127574309944,"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."}}