{"id":"W2208351268","doi":"10.1159/000437152","title":"Acute Kidney Injury Care Bundles","year":2015,"lang":"en","type":"article","venue":"˜The œNephron journals/Nephron journals","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canada Research Chairs","keywords":"Medicine; Intensive care medicine; Context (archaeology); Acute kidney injury; Health care; Population; Critical care nursing; Acute care; Medical emergency; Internal medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00460536,0.001082528,0.001680627,0.001232601,0.001152618,0.0009780586,0.001876657,0.0006703333,0.006988148],"category_scores_gemma":[0.00114644,0.0007393783,0.0009982741,0.001730496,0.0007549245,0.001231025,0.0006510234,0.004361334,0.002249685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167564,"about_ca_system_score_gemma":0.004793027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007172563,"about_ca_topic_score_gemma":0.00001880981,"domain_scores_codex":[0.988928,0.00116041,0.002223459,0.0009393838,0.004393239,0.002355461],"domain_scores_gemma":[0.9873433,0.0002364175,0.00119339,0.002039183,0.002977588,0.006210147],"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":[0.002345568,0.0003683481,0.006340527,0.0001106155,0.001652662,0.001104604,0.003493294,0.000007143983,0.03150056,0.00004826839,0.9329119,0.02011655],"study_design_scores_gemma":[0.008382437,0.002880111,0.004787607,0.001268276,0.001522986,0.01283187,0.005946597,0.0002204065,0.009466096,0.001312368,0.9502639,0.001117305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5285327,0.07277587,0.006273893,0.2777943,0.009953583,0.008195229,0.004447903,0.00152749,0.09049898],"genre_scores_gemma":[0.9183463,0.009611802,0.003765099,0.03676204,0.0100527,0.0002283209,0.0002640316,0.0005920212,0.02037769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3898136,"threshold_uncertainty_score":0.9995057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0623079646082557,"score_gpt":0.384095565989704,"score_spread":0.3217876013814483,"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."}}