{"id":"W2476148548","doi":"10.3389/fped.2016.00068","title":"Assessment of Worldwide Acute Kidney Injury Epidemiology in Neonates: Design of a Retrospective Cohort Study","year":2016,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; University of Rochester; Children's of Alabama; Texas Children's Hospital; McGill University Health Centre; McGill University; University of Alabama at Birmingham; University of New Mexico; Cincinnati Children's Hospital Medical Center; National Center for Advancing Translational Sciences; University of Alabama","keywords":"Medicine; Acute kidney injury; Epidemiology; Renal replacement therapy; Retrospective cohort study; Intensive care medicine; Cohort study; Nephrology; Neonatology; Pediatrics; Cohort; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.005022446,0.0002544922,0.001506374,0.00157163,0.00002160646,0.00000252773,0.0003666934,0.0002418581,0.00009242954],"category_scores_gemma":[0.007502284,0.0001884751,0.0001174335,0.001689869,0.0002707365,0.0001296842,0.0001883035,0.0005621415,0.000003794009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426818,"about_ca_system_score_gemma":0.001516587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001413071,"about_ca_topic_score_gemma":0.000003412687,"domain_scores_codex":[0.995932,0.0008852396,0.001269706,0.000605186,0.0006862915,0.0006215043],"domain_scores_gemma":[0.997492,0.0006917695,0.0004531234,0.0006983952,0.0003354298,0.0003292384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007476592,0.0005931014,0.8783033,0.00006346056,0.0002004601,0.00007397727,0.0001704778,0.000003119303,0.000281399,0.00005180903,0.1185633,0.0009479073],"study_design_scores_gemma":[0.003891979,0.002068251,0.9910858,0.00007714791,0.0002612599,0.000004448629,0.0002028295,0.0005303611,0.0001632549,0.00134262,0.0001986494,0.0001734255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8110728,0.0005762072,0.1725893,0.002933475,0.001936842,0.007444045,0.001185815,0.00007437538,0.002187135],"genre_scores_gemma":[0.9347259,0.001948525,0.06195308,0.0002510939,0.0001401207,0.0002698635,0.000029067,0.0000455706,0.0006368024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1236531,"threshold_uncertainty_score":0.8981477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453260910801951,"score_gpt":0.3588474022231511,"score_spread":0.3343147931151316,"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."}}