{"id":"W2120754974","doi":"10.1016/j.jcrc.2014.04.003","title":"Early reversible acute kidney injury is associated with improved survival in septic shock","year":2014,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Jubilee Hospital; Victoria General Hospital; Royal Columbian Hospital; Ottawa Hospital; University of Manitoba; McGill University; University of Ottawa","funders":"","keywords":"Medicine; Rifle; Acute kidney injury; Septic shock; Shock (circulatory); Intensive care medicine; Sepsis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007521081,0.0001912746,0.0006492251,0.0003064039,0.00006061428,0.00005327029,0.0002320104,0.0002152626,0.0004173925],"category_scores_gemma":[0.005563884,0.0001426125,0.0001773091,0.000441659,0.0002090417,0.0002737984,0.00007012622,0.001174428,0.00002650492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003851644,"about_ca_system_score_gemma":0.000777322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001990459,"about_ca_topic_score_gemma":0.000003756755,"domain_scores_codex":[0.9975261,0.0002212544,0.0005153342,0.0002112819,0.0009920039,0.0005340065],"domain_scores_gemma":[0.9967774,0.0002683312,0.0001112113,0.0002683257,0.001574287,0.001000423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02099794,0.002767186,0.5459413,0.003285946,0.002068119,0.007888994,0.009836919,6.557636e-7,0.1060223,0.001477277,0.2941214,0.005591927],"study_design_scores_gemma":[0.07946345,0.1150173,0.6397456,0.008550338,0.00953696,0.003577927,0.01149095,0.002446939,0.08083113,0.00365758,0.04204901,0.003632762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668411,0.00008174988,0.0002971754,0.02224233,0.0003955397,0.0003020693,0.0003291442,0.00003062063,0.009480268],"genre_scores_gemma":[0.995542,0.000005740653,0.0007816954,0.002586582,0.0002801626,0.000004065023,0.0000185665,0.00004047673,0.00074073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2520724,"threshold_uncertainty_score":0.666089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778066102765479,"score_gpt":0.3376151111497956,"score_spread":0.3198344501221408,"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."}}