{"id":"W2285957833","doi":"10.1186/s13054-016-1184-x","title":"Acute kidney stress—a useful term based on evolution in the understanding of acute kidney injury","year":2016,"lang":"en","type":"article","venue":"Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Acute kidney injury; Medicine; Intensive care medicine; Term (time); Acute injury; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003302929,0.000224614,0.0003575672,0.0003135749,0.0001116858,0.00003078723,0.0003380441,0.0002161525,0.0004948098],"category_scores_gemma":[0.003046506,0.0001295366,0.0001620763,0.0004253154,0.0005556948,0.000152888,0.00008668826,0.0004511419,0.0000546812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008893622,"about_ca_system_score_gemma":0.0009182065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001099345,"about_ca_topic_score_gemma":0.000001635702,"domain_scores_codex":[0.9974527,0.0002341631,0.000358665,0.0004108598,0.0009523259,0.0005913221],"domain_scores_gemma":[0.997838,0.0004253101,0.00003847727,0.0007374763,0.0002717931,0.0006889807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008476304,0.001453727,0.3848855,0.002872744,0.0004959161,0.001792895,0.002649133,1.825361e-7,0.1426372,0.0744052,0.3786546,0.00167665],"study_design_scores_gemma":[0.0635916,0.03556479,0.3664722,0.03368492,0.0086023,0.0005333151,0.02529284,0.002126709,0.404258,0.02491327,0.03031524,0.004644911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3406174,0.0001791934,0.03076798,0.4540976,0.002252608,0.005761874,0.07002335,0.0005605839,0.09573942],"genre_scores_gemma":[0.9940272,0.00001267228,0.0001750135,0.005140753,0.0001655268,0.00006236515,0.0002416248,0.00003663693,0.0001382193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6534098,"threshold_uncertainty_score":0.541782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04952372498238223,"score_gpt":0.3706107647303338,"score_spread":0.3210870397479516,"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."}}