{"id":"W3091991209","doi":"10.1097/mcc.0000000000000779","title":"Individualized acute kidney injury after care","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Acute kidney injury; Intensive care medicine; Renal replacement therapy; Observational study; Rifle; Kidney disease; Emergency medicine; 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":[0.001865734,0.001190085,0.003275991,0.003256392,0.0003902153,0.002242558,0.001418197,0.001445365,0.01001755],"category_scores_gemma":[0.008887003,0.000309796,0.002562025,0.00328502,0.0004162266,0.001671919,0.001521124,0.001794023,0.001304801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428857,"about_ca_system_score_gemma":0.005190739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003285618,"about_ca_topic_score_gemma":0.005647542,"domain_scores_codex":[0.9981734,0.0005246779,0.0005059825,0.0001882338,0.0005024942,0.0001052527],"domain_scores_gemma":[0.9968094,0.001875673,0.0006216381,0.00007435805,0.0005236368,0.00009522965],"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":[0.0001130851,0.00004757108,0.0004294532,0.3073445,0.001478697,0.00007595518,0.0001322126,0.0003160441,0.0001386244,0.002708551,0.02539041,0.6618249],"study_design_scores_gemma":[0.0001731391,0.0001668828,0.004341769,0.4155102,0.006008818,0.001001554,0.0002540528,0.0002473949,0.0002369401,0.003256233,0.5687566,0.00004629296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001028456,0.9980618,0.0001210457,0.0005046047,0.0003085781,0.000048394,0.00008295285,0.00000839987,0.0007612828],"genre_scores_gemma":[0.001569787,0.9969187,0.0003651351,0.0005858397,0.0002019525,0.00005279483,0.0001061887,0.000003143935,0.0001964913],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01001755,"threshold_uncertainty_score":0.033512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2273663016542607,"score_gpt":0.5488901350299414,"score_spread":0.3215238333756807,"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."}}