{"id":"W4298086900","doi":"10.1001/jamanetworkopen.2022.29442","title":"Consensus-Based Recommendations on Priority Activities to Address Acute Kidney Injury in Children","year":2022,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; McMaster University; Alberta Health","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Acute kidney injury; Medicine; Delphi method; Observational study; Intensive care medicine; Strengthening the reporting of observational studies in epidemiology; MEDLINE; Epidemiology; Family medicine; Political science; Pathology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001703456,0.0002330012,0.0004872219,0.0003063056,0.000482951,0.0001615106,0.0008030561,0.0001006034,0.003933724],"category_scores_gemma":[0.0004527048,0.0002379967,0.00008503452,0.001160543,0.00007078866,0.0001328929,0.001342583,0.001271367,0.000100713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005761754,"about_ca_system_score_gemma":0.00146691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003911699,"about_ca_topic_score_gemma":0.00001725135,"domain_scores_codex":[0.9970393,0.0007322705,0.0003983201,0.0005578581,0.0006005652,0.0006716439],"domain_scores_gemma":[0.9981402,0.000270672,0.0001169075,0.0007847821,0.00006995104,0.0006175216],"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":[0.004773917,0.000400868,0.1301212,0.000008512234,0.0001754716,0.00005029294,0.0001560017,0.00009691727,0.0001414755,0.0001973011,0.8575457,0.006332331],"study_design_scores_gemma":[0.008035061,0.003210609,0.2590457,0.0003864277,0.0001270963,0.00008275165,0.0002020036,0.0008082722,0.001210323,0.0001605286,0.7261447,0.0005864667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7455131,0.00001738606,0.00002348564,0.2137222,0.0005522863,0.006217157,0.005492115,0.0001282592,0.02833397],"genre_scores_gemma":[0.927763,0.00002726309,0.003248766,0.05765472,0.0006286642,0.002024311,0.002503575,0.00008713347,0.006062496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1822499,"threshold_uncertainty_score":0.9969768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208609328264691,"score_gpt":0.3705296487266217,"score_spread":0.3384435554439748,"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."}}