{"id":"W2952697842","doi":"10.1093/ndt/gfz103.sp210","title":"SP210EXTERNAL VALIDATION OF A RISK SCORE TO PREDICT AKI IN EITHER THE COMMUNITY OR HOSPITAL SETTING","year":2019,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Intensive care medicine; Emergency medicine; Framingham Risk Score; Risk assessment; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0104322,0.0008523006,0.000478674,0.001518004,0.0004932208,0.001080957,0.0009612202,0.0005351132,0.001102569],"category_scores_gemma":[0.02984667,0.0002080846,0.0008281817,0.001437096,0.0007396484,0.000269993,0.001297163,0.0005551632,0.000584451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201266,"about_ca_system_score_gemma":0.003638805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03546409,"about_ca_topic_score_gemma":0.03347636,"domain_scores_codex":[0.994211,0.002359796,0.0005506466,0.0005843914,0.00187075,0.0004235304],"domain_scores_gemma":[0.9857785,0.003417755,0.002546006,0.001316189,0.006297043,0.000644542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004329214,0.0001094223,0.9891482,0.00003570764,0.0001461919,0.00008373601,0.0002006961,0.001161584,0.0008418148,0.00008165067,0.0006700603,0.007088007],"study_design_scores_gemma":[0.0002047264,0.0008767766,0.9859417,0.00006293816,0.0001378111,0.0004048042,0.0002849667,0.009339444,0.001151104,0.0001081724,0.001468575,0.00001892381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993449,0.00008788376,0.003386039,0.00008589855,0.00002735486,0.0002089026,0.001293128,0.00005525875,0.00140647],"genre_scores_gemma":[0.9928181,0.00003962795,0.003405381,0.00004320951,0.0000148586,0.0001358108,0.003276426,0.00001234943,0.0002540489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03546409,"threshold_uncertainty_score":0.07051539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025425553756499,"score_gpt":0.3376897293062341,"score_spread":0.3122641755497351,"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."}}