{"id":"W2104487058","doi":"10.2215/cjn.04360514","title":"A Prospective International Multicenter Study of AKI in the Intensive Care Unit","year":2015,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":350,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; University of California, San Diego; American Society of Nephrology","keywords":"Medicine; Intensive care unit; Intensive care medicine; Multicenter study; Prospective cohort study; Emergency medicine; MEDLINE; Internal medicine; Randomized controlled trial","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":[0.002742539,0.000506242,0.0005479658,0.0009516521,0.0008748519,0.001039287,0.0005050243,0.000702312,0.001453606],"category_scores_gemma":[0.004691391,0.000328505,0.0004136324,0.002354668,0.0003425629,0.0009358966,0.000918587,0.0011283,0.0003569749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004225256,"about_ca_system_score_gemma":0.0007051109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002688583,"about_ca_topic_score_gemma":0.002800623,"domain_scores_codex":[0.9980853,0.0009497151,0.0001870195,0.0003125589,0.0002327732,0.0002327024],"domain_scores_gemma":[0.9947949,0.0005072908,0.002534848,0.0003647744,0.0006532045,0.001144967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000127267,0.00004616876,0.999033,0.000009224623,0.0000480533,0.00002613256,0.00007001089,0.00001233381,0.00003581557,0.00002249272,0.0002188931,0.0003506251],"study_design_scores_gemma":[0.00003750716,0.0000933139,0.9990645,0.00001208361,0.00003081577,0.0001215253,0.0001693221,0.00006657171,0.0000118433,0.00002202507,0.0003667483,0.000003805898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949265,0.0005930648,0.0002233147,0.000188694,0.00003674791,0.0001208744,0.00227133,0.000006170827,0.001633456],"genre_scores_gemma":[0.9959716,0.0002687044,0.0004048016,0.0001764987,0.00006734788,0.0001976759,0.002706452,0.000004543895,0.0002023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002742539,"threshold_uncertainty_score":0.01450413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131941042977522,"score_gpt":0.4758282665528663,"score_spread":0.3438872235753443,"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."}}