{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001223319,0.0002558034,0.0004775285,0.001287284,0.0007264734,0.0008106101,0.0002848056,0.0003613885,0.001618361],"category_scores_gemma":[0.005924045,0.0002800093,0.0005945015,0.001364522,0.0004700778,0.0003585615,0.0008395359,0.0004227843,0.0001242797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000513565,"about_ca_system_score_gemma":0.0009398798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162522,"about_ca_topic_score_gemma":0.01292699,"domain_scores_codex":[0.999177,0.0002680137,0.0001416917,0.00007787165,0.0001731102,0.0001622172],"domain_scores_gemma":[0.9957429,0.0009219435,0.002430232,0.0001192249,0.000381354,0.0004044154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003984143,0.00002220303,0.9974118,0.00004263312,0.00002590082,0.00005679542,0.0003970404,0.000015052,0.00009061853,0.0000112304,0.00002382943,0.001863162],"study_design_scores_gemma":[0.000001753157,0.0001219042,0.9975663,0.00006513033,0.00002677094,0.0002472331,0.001736062,0.00004084048,0.00005620805,0.00002295393,0.0001107872,0.000003914612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982477,0.0008412852,0.00005456383,0.00009383779,0.000005095557,0.00001304229,0.0001589779,0.000001911463,0.0005835426],"genre_scores_gemma":[0.9993495,0.0003918582,0.00008108027,0.00002442138,0.000005111822,0.000008708183,0.00005120099,4.007847e-7,0.00008769442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162522,"threshold_uncertainty_score":0.0231151,"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."}}