{"id":"W4388850006","doi":"10.34067/kid.0000000000000309","title":"Optimum Care of AKI Survivors Not Requiring Dialysis after Discharge: An AKINow Recovery Workgroup Report","year":2023,"lang":"en","type":"article","venue":"Kidney360","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Novo Nordisk; National Institute of Allergy and Infectious Diseases; Queen's University; NxStage; National Institutes of Health; Canadian Society of Nephrology; Northwell Health; Washington University in St. Louis; AstraZeneca; U.S. Department of Veterans Affairs","keywords":"Workgroup; Medicine; Multidisciplinary approach; Psychological intervention; Documentation; Health care; Intensive care medicine; Dialysis; Transitional care; MEDLINE; Nursing; Medical emergency; Internal medicine; Political science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001159657,0.0003443965,0.0007913811,0.0006819581,0.000123061,0.00005643708,0.000352811,0.0002785271,0.001209942],"category_scores_gemma":[0.001859068,0.0003079025,0.0003926978,0.00165649,0.0002093599,0.0004371542,0.0003507229,0.0005417977,0.0003939703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002106535,"about_ca_system_score_gemma":0.0005191289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003253668,"about_ca_topic_score_gemma":0.00006674535,"domain_scores_codex":[0.9960623,0.0001705243,0.0008445052,0.0008373134,0.001239413,0.0008459249],"domain_scores_gemma":[0.996533,0.0001653691,0.000240534,0.001672495,0.0004462852,0.0009422869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005151435,0.0006575326,0.7535407,0.002316043,0.001483703,0.00948596,0.007437215,0.00003733026,0.06471436,0.0001128257,0.1292759,0.02578697],"study_design_scores_gemma":[0.008586452,0.00375443,0.6748633,0.002569966,0.002148689,0.0009905064,0.009155905,0.002001582,0.1030931,0.0004105637,0.1894672,0.002958373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842505,0.0001923247,0.0002114409,0.003738225,0.0009132376,0.0007721239,0.000599479,0.0003993234,0.008923321],"genre_scores_gemma":[0.9827411,0.0001575989,0.001405834,0.0005810736,0.0006587753,0.000247833,0.00154388,0.0001320843,0.01253188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07867741,"threshold_uncertainty_score":0.9999373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318486019077943,"score_gpt":0.3383905427562727,"score_spread":0.3065419408484784,"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."}}