{"id":"W4408818930","doi":"10.5205/1981-8963.2025.263047","title":"Avaliação multidimensional da pessoa idosa em risco de violência","year":2025,"lang":"pt","type":"article","venue":"Revista de Enfermagem UFPE on line","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001872536,0.0005479203,0.0007623181,0.0003192804,0.0009113372,0.0004127162,0.000705593,0.0004989543,0.001549545],"category_scores_gemma":[0.0008924371,0.0005428165,0.0004437912,0.00125048,0.0002326968,0.0002229812,0.0002479378,0.0009527185,0.0008886782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00062634,"about_ca_system_score_gemma":0.001230695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004414625,"about_ca_topic_score_gemma":0.0006135795,"domain_scores_codex":[0.9951189,0.001239493,0.0007662333,0.0008700296,0.0007854243,0.001219903],"domain_scores_gemma":[0.9975362,0.0007567895,0.0002749448,0.000754001,0.0002394412,0.0004386634],"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":[0.001362977,0.003993707,0.02569852,0.001992973,0.001566104,0.001431632,0.0411201,0.0009433758,0.03517423,0.1977464,0.5374429,0.1515271],"study_design_scores_gemma":[0.004444304,0.0008213472,0.01194939,0.01085713,0.00126521,0.00002605806,0.005146622,0.01180697,0.01177534,0.002711316,0.9367988,0.002397573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9174334,0.02723166,0.006231636,0.01557282,0.002702666,0.001910945,0.0002500158,0.0006181548,0.02804871],"genre_scores_gemma":[0.9182221,0.008586481,0.0005080918,0.005291213,0.00124521,0.00004234355,0.0000697276,0.00007167047,0.06596311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3993558,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05662504444862438,"score_gpt":0.3794821745323506,"score_spread":0.3228571300837262,"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."}}