{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001436394,0.0002528534,0.0006762804,0.001588302,0.0007102699,0.001306304,0.0002928444,0.0005376634,0.001605598],"category_scores_gemma":[0.004579969,0.0002921612,0.0007488796,0.002514891,0.0003547788,0.0009365299,0.0008686656,0.0004391789,0.0001655673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006247769,"about_ca_system_score_gemma":0.000689813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003587875,"about_ca_topic_score_gemma":0.00448621,"domain_scores_codex":[0.9986798,0.0004181302,0.0003064814,0.0002057425,0.0002356515,0.0001542928],"domain_scores_gemma":[0.9965214,0.0007400673,0.001939794,0.0001258088,0.000376578,0.0002964029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001663372,0.00005737154,0.9960078,0.0001625528,0.00008470607,0.0001678252,0.0005101141,0.00001784303,0.00009156814,0.00002938426,0.0001263101,0.002578141],"study_design_scores_gemma":[0.0000163784,0.0006507291,0.9929616,0.0002343119,0.0001691583,0.001701048,0.002791853,0.00009566124,0.0001424284,0.0000594079,0.001163093,0.00001421299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939173,0.003831159,0.0002426984,0.0001446031,0.00001324381,0.00009212082,0.0009061053,0.000004341951,0.000848458],"genre_scores_gemma":[0.9966865,0.002057889,0.0003166614,0.00009723881,0.00002825545,0.0001162566,0.0004599051,0.00000219692,0.0002350543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003587875,"threshold_uncertainty_score":0.007596493,"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."}}