{"id":"W4398190840","doi":"10.37885/240416470","title":"ALÉM DA MEDICINA: APRENDIZAGENS PARA FORMAÇÃO MÉDICA E A GARANTIA DA QUALIDADE DE VIDA DA COMUNIDADE","year":2024,"lang":"pt","type":"book-chapter","venue":"Editora Científica Digital eBooks","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002883803,0.003303205,0.003585678,0.001906026,0.003226493,0.002196109,0.0031482,0.005967079,0.002042197],"category_scores_gemma":[0.0009281119,0.003310972,0.001587905,0.000464659,0.002160576,0.0009466257,0.001758914,0.01226998,0.011624],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003095705,"about_ca_system_score_gemma":0.006580451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002189417,"about_ca_topic_score_gemma":0.0001416381,"domain_scores_codex":[0.979844,0.0007824199,0.005250524,0.003782629,0.004578611,0.005761777],"domain_scores_gemma":[0.9852685,0.002784562,0.002510705,0.004138346,0.0008886983,0.004409201],"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":[0.0009122836,0.0006522997,0.0002583211,0.01137558,0.001546445,0.002939593,0.09689584,0.00001204619,0.000269735,0.147108,0.6958992,0.04213063],"study_design_scores_gemma":[0.002596037,0.001405908,0.00009894748,0.01369619,0.0009797938,0.0001989169,0.01222786,0.0002984905,0.0000425385,0.007535072,0.9580073,0.002912986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005663206,0.004085633,0.001589914,0.00745345,0.152215,0.00828914,0.01310105,0.002666243,0.8049363],"genre_scores_gemma":[0.5813974,0.0002169166,0.0002609274,0.004854045,0.06688812,0.0005420728,0.004127545,0.001825785,0.3398872],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5757341,"threshold_uncertainty_score":0.9990513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0789278190039633,"score_gpt":0.3754438038826111,"score_spread":0.2965159848786478,"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."}}