{"id":"W1978925702","doi":"10.1093/ndt/gft011","title":"Defining AKI: closer to getting the math right","year":2013,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; University of British Columbia","funders":"","keywords":"Medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03022966,0.001717792,0.003917779,0.004138254,0.003068994,0.02059034,0.004387522,0.01412516,0.006460276],"category_scores_gemma":[0.0927652,0.001224948,0.002099648,0.002741214,0.009852833,0.02303108,0.005608249,0.04730017,0.004333407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00425681,"about_ca_system_score_gemma":0.007495837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003209745,"about_ca_topic_score_gemma":0.004269627,"domain_scores_codex":[0.9814752,0.007401433,0.002651685,0.002073852,0.005370116,0.001027614],"domain_scores_gemma":[0.8725899,0.08324222,0.00538696,0.003614723,0.02645032,0.008715897],"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":[0.0001047914,0.00006186571,0.0009565396,0.000700316,0.00009999556,0.00007756472,0.0004749451,0.0001379556,0.00008634044,0.008565963,0.9364485,0.05228515],"study_design_scores_gemma":[0.00006412718,0.00009426138,0.00113237,0.001568264,0.00007688608,0.0002229498,0.0008588537,0.0002839369,0.0001320345,0.01779458,0.9776682,0.0001035009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002720894,0.03943879,0.001679163,0.6809617,0.2763886,0.00001515827,0.00009814042,0.00008953556,0.001056827],"genre_scores_gemma":[0.002923658,0.0405898,0.002202385,0.3233418,0.628337,0.00004423217,0.0001549414,0.0003155121,0.002090673],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03022966,"threshold_uncertainty_score":0.1598716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415508231975903,"score_gpt":0.2866289008273759,"score_spread":0.2724738185076169,"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."}}