{"id":"W4416080907","doi":"10.65034/bjnabstract-cbn240223","title":"PERFIL EPIDEMIOLÓGICO DE PACIENTES COM DOENÇA RENAL CRÔNICA AVANÇADA EM TRATAMENTO CONSERVADOR: UM ESTUDO DE COORTE","year":2024,"lang":"","type":"article","venue":"","topic":"Healthcare during COVID-19 Pandemic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney disease; Diabetes mellitus; Disease; Cohort; Diabetic nephropathy; Renal function","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009326826,0.001214642,0.001429629,0.0005978626,0.00107907,0.002474496,0.003563281,0.0007258074,0.0007672348],"category_scores_gemma":[0.001765585,0.001153151,0.0007158708,0.002122646,0.0006851716,0.001233387,0.001437188,0.002377425,0.001277106],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002633336,"about_ca_system_score_gemma":0.01038532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004646345,"about_ca_topic_score_gemma":0.001399447,"domain_scores_codex":[0.9865571,0.002535615,0.002504675,0.003131903,0.001467754,0.003802976],"domain_scores_gemma":[0.9894425,0.004593757,0.0003888988,0.002727217,0.0003949655,0.00245261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004494476,0.001748893,0.1848178,0.007209464,0.001284987,0.006971939,0.05077995,0.003681809,0.007203387,0.08968477,0.4891663,0.1570012],"study_design_scores_gemma":[0.001199478,0.0008712239,0.01396638,0.001972371,0.0001996323,0.001149811,0.0007257188,0.7743914,0.00163223,0.002532535,0.1997586,0.001600616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3265375,0.02087145,0.5747171,0.06503601,0.004944969,0.001886658,0.0002242644,0.002588621,0.003193346],"genre_scores_gemma":[0.9431266,0.001070004,0.02109718,0.02269665,0.0006525997,0.0001291706,0.00001768355,0.0001297791,0.01108038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7707096,"threshold_uncertainty_score":0.9999241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041571542465012,"score_gpt":0.3322475008184366,"score_spread":0.2918317853937865,"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."}}