{"id":"W1967300023","doi":"10.1186/cc5713","title":"Acute Kidney Injury Network: report of an initiative to improve outcomes in acute kidney injury","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":7080,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Acute kidney injury; Intensive care medicine; Emergency medicine; Medical emergency; Internal 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":[0.08659762,0.00291456,0.002040377,0.003921534,0.002301272,0.006869046,0.006381792,0.006516551,0.003958875],"category_scores_gemma":[0.04390067,0.0009453758,0.002129269,0.006796322,0.001510688,0.004323403,0.0127165,0.006266062,0.002286755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01196906,"about_ca_system_score_gemma":0.09091856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04027166,"about_ca_topic_score_gemma":0.03418373,"domain_scores_codex":[0.9525816,0.01373568,0.005936577,0.002105635,0.02078648,0.004853932],"domain_scores_gemma":[0.9140097,0.006187118,0.01056075,0.002465482,0.03605761,0.03071921],"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":[0.001431615,0.001044101,0.06821904,0.004255782,0.0007710287,0.000213247,0.001073664,0.001160549,0.000498285,0.003975221,0.8177702,0.09958729],"study_design_scores_gemma":[0.00293868,0.001215182,0.2892188,0.006018752,0.001200452,0.0003019066,0.001977053,0.002132169,0.00159549,0.002175572,0.690973,0.0002529407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04389926,0.04459079,0.02311612,0.397583,0.03629909,0.04291747,0.2600335,0.002842004,0.1487187],"genre_scores_gemma":[0.1265081,0.04011469,0.1382633,0.1075781,0.007618384,0.07818943,0.4481496,0.001251056,0.05232737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08659762,"threshold_uncertainty_score":0.4579775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03116034275450783,"score_gpt":0.4179984008620938,"score_spread":0.3868380581075859,"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."}}