{"id":"W4415881062","doi":"10.36926/editorainovar-978-65-5388-354-3_004","title":"EDUCAÇÃO EM SAÚDE NA TERCEIRA IDADE: IMPORTÂNCIA E DESAFIOS","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Subject (documents); Syllabus","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":[0.001549497,0.0003171254,0.0003436657,0.0004157758,0.00109909,0.0004610257,0.001227134,0.0004959952,0.01040522],"category_scores_gemma":[0.000350714,0.0002882048,0.0002262038,0.000332257,0.0006556187,0.0005399026,0.0001199195,0.000394869,0.00103712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004433569,"about_ca_system_score_gemma":0.004338286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348228,"about_ca_topic_score_gemma":0.004481463,"domain_scores_codex":[0.9968564,0.00004875209,0.0004508077,0.0007827357,0.001210445,0.0006508512],"domain_scores_gemma":[0.9984277,0.0001816233,0.0002382434,0.0005382153,0.000266578,0.000347644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004057105,0.00004100705,0.001061925,0.00001669559,0.00001974031,0.000007141554,0.01213703,7.865154e-7,0.00002958138,0.6728078,0.1613832,0.152491],"study_design_scores_gemma":[0.00008040707,0.00003877063,0.001377776,0.000164751,0.00004852355,0.000002453906,0.005891494,0.00001634808,0.00003317617,0.05247833,0.9392137,0.0006542751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0012732,0.0001504245,0.0001063718,0.003231379,0.003510657,0.0004746958,0.000008617839,0.0001699344,0.9910747],"genre_scores_gemma":[0.02595114,0.00023146,0.0006181925,0.001984083,0.0009663581,0.00002002334,0.00001534055,0.00001689564,0.9701965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7778305,"threshold_uncertainty_score":0.999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0444987187015163,"score_gpt":0.3451893152123583,"score_spread":0.300690596510842,"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."}}