{"id":"W2120073387","doi":"10.1155/2012/691013","title":"Risk Factors for Development of Acute Kidney Injury in Critically Ill Patients: A Systematic Review and Meta-Analysis of Observational Studies","year":2012,"lang":"en","type":"review","venue":"Critical Care Research and Practice","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":177,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute kidney injury; Observational study; Intensive care medicine; Sepsis; Anesthesiology; Emergency medicine; Internal medicine; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008864962,0.0004409227,0.008098709,0.001082191,0.0001728996,0.00003903807,0.0002683756,0.0003054096,0.0001148287],"category_scores_gemma":[0.3451583,0.0002779269,0.0008562091,0.001780638,0.0008452142,0.0003858127,0.0004413764,0.001103423,0.000003346593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923855,"about_ca_system_score_gemma":0.001583189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001646678,"about_ca_topic_score_gemma":0.000002232879,"domain_scores_codex":[0.9913755,0.003317569,0.002163353,0.0006232916,0.001803291,0.0007170062],"domain_scores_gemma":[0.9284769,0.0431658,0.0005039679,0.0007655528,0.02599051,0.001097287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001306413,0.0003644583,0.0000694375,0.8742762,0.121081,0.000006152125,0.0005101992,4.060666e-10,2.077763e-7,0.000631232,0.000962741,0.001967725],"study_design_scores_gemma":[0.0002473007,0.0007688367,0.00003615004,0.02800427,0.8747117,0.00001076432,0.001111979,7.533914e-7,0.000003410624,0.00003780177,0.09482601,0.0002410578],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008921022,0.983544,0.00004189522,0.002129906,0.00002080323,0.005232598,0.008893801,0.000006776088,0.0001213009],"genre_scores_gemma":[0.0001624818,0.9900762,0.005708402,0.000729562,0.00001793405,0.002116214,0.001075484,0.00004304632,0.00007060827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8462719,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5811527384140379,"score_gpt":0.5970819347083094,"score_spread":0.01592919629427147,"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."}}