{"id":"W7073619035","doi":"","title":"Assessment of Worldwide Acute Kidney Injury Epidemiology in Neonates: Design of a Retrospective Cohort Study.","year":2016,"lang":"en","type":"article","venue":"UNM’s Digital Repository (University of New Mexico)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acute kidney injury; Epidemiology; Retrospective cohort study; Renal replacement therapy; Cohort study; Nephrology; Cohort; Kidney disease; Waiver","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":[],"consensus_categories":[],"category_scores_codex":[0.0003636958,0.0001648174,0.0008221713,0.0002326383,0.00003629065,0.000003668528,0.0002355708,0.0001237973,0.00002395542],"category_scores_gemma":[0.001214575,0.0001448995,0.000148794,0.0003045051,0.000285084,0.0002964184,0.0001768881,0.0001532271,0.000002579088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002861119,"about_ca_system_score_gemma":0.0004900421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008766005,"about_ca_topic_score_gemma":0.0000115111,"domain_scores_codex":[0.9985114,0.0001477984,0.0004170244,0.0003646036,0.0003267701,0.0002324577],"domain_scores_gemma":[0.9979427,0.0007015297,0.0004464521,0.0004231352,0.0002041878,0.0002819516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007486779,0.0005639364,0.9906917,0.00002698312,0.0003936401,0.0001846586,0.0002590723,0.00001848782,0.002969087,0.0003469794,0.001939465,0.001857375],"study_design_scores_gemma":[0.002365574,0.002091924,0.9919192,0.0005067857,0.0002284178,0.00002423467,0.0003855869,0.0001131778,0.001478458,0.0006781365,0.00007811323,0.0001304011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620569,0.00005057053,0.02402444,0.0003862122,0.0001266476,0.0007935524,0.0001257878,0.00004587834,0.01239001],"genre_scores_gemma":[0.9940321,0.00004181259,0.003124567,0.000036695,0.00002081622,7.388375e-7,0.00001098742,0.00001179785,0.002720499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03197519,"threshold_uncertainty_score":0.5908831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157681757476494,"score_gpt":0.2784655021532888,"score_spread":0.2568886845785239,"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."}}