{"id":"W3005876467","doi":"10.1038/s41581-019-0247-z","title":"Long-term outcomes of acute kidney injury and strategies for improved care","year":2020,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":325,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care medicine; Acute kidney injury; Psychological intervention; Kidney disease; Disease; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004548022,0.0009685475,0.008555715,0.0004020348,0.00007632254,0.00003535375,0.0006037143,0.002635315,0.0001333997],"category_scores_gemma":[0.001009274,0.0006257903,0.001590613,0.000519442,0.0003625174,0.0001160119,0.0003665745,0.002941956,0.0000329355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510543,"about_ca_system_score_gemma":0.002611507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002485204,"about_ca_topic_score_gemma":0.000002046794,"domain_scores_codex":[0.9960043,0.0004296085,0.00157587,0.001039899,0.0002692235,0.0006810545],"domain_scores_gemma":[0.9966221,0.0002846524,0.0009692734,0.001043901,0.0003796658,0.000700366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002113008,0.00004137049,0.00008839336,0.1266313,0.002162524,0.00004859142,0.00006151238,7.283901e-11,0.00004765458,0.0002430261,0.07447983,0.7959845],"study_design_scores_gemma":[0.0009722036,0.001427077,0.00008161263,0.00587906,0.01044574,0.0002938044,0.000007194249,5.604092e-7,0.000003601796,0.00003326094,0.9804637,0.0003921337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003200764,0.9827105,0.00004530528,0.002161096,0.0003752588,0.008923284,0.005412641,0.00006126436,0.0003074312],"genre_scores_gemma":[0.000003361935,0.9858261,0.001820097,0.006514781,0.0005200498,0.001278969,0.003596958,0.0001437416,0.0002958842],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9059839,"threshold_uncertainty_score":0.9996194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04740408478200828,"score_gpt":0.4345895230061765,"score_spread":0.3871854382241682,"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."}}