{"id":"W4409360315","doi":"10.1053/j.akdh.2025.01.010","title":"Implementation Science in Acute Kidney Injury Care: Challenges and Opportunities","year":2025,"lang":"en","type":"review","venue":"Advances in Kidney Disease and Health","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Acute kidney injury; Medicine; Intensive care medicine; Medical emergency; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03408028,0.001187321,0.004837119,0.004297314,0.001036021,0.006946492,0.003057093,0.005515953,0.00553653],"category_scores_gemma":[0.04788507,0.0007918382,0.002044616,0.006417349,0.004253306,0.008414386,0.003551097,0.009455988,0.0009092591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005764675,"about_ca_system_score_gemma":0.03283371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007982499,"about_ca_topic_score_gemma":0.01782228,"domain_scores_codex":[0.9905219,0.005253815,0.001140232,0.000579576,0.002047979,0.0004565534],"domain_scores_gemma":[0.9167367,0.0707728,0.002768686,0.001144213,0.007032514,0.001545065],"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":[0.00007236063,0.000126036,0.0005036004,0.08852421,0.0004662986,0.00007657149,0.0004352545,0.0007233103,0.000129161,0.04466273,0.03234981,0.8319308],"study_design_scores_gemma":[0.00008694724,0.0001598555,0.001555738,0.2522118,0.0007869946,0.000255885,0.001053659,0.0006796716,0.0001341919,0.05537559,0.6876172,0.00008241292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003594076,0.9916763,0.000301383,0.007171562,0.0004429322,0.000009461876,0.0000103263,0.000005690105,0.0003463434],"genre_scores_gemma":[0.001177828,0.9941474,0.001063433,0.002881034,0.0005922691,0.00003087535,0.00001544367,0.000003387837,0.00008820164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03408028,"threshold_uncertainty_score":0.1802359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1768758514131624,"score_gpt":0.550397487969006,"score_spread":0.3735216365558436,"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."}}