{"id":"W3105143707","doi":"10.1111/sdi.12936","title":"Predictors of successful discontinuation from renal replacement therapy during AKI: A meta‐analysis","year":2020,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Creatinine; Urology; Renal replacement therapy; Urinary system; Internal medicine; Acute kidney injury; Discontinuation; Weaning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008981033,0.0006833924,0.00776032,0.001967018,0.00005584502,0.0000434654,0.0006052323,0.0004511605,0.002734443],"category_scores_gemma":[0.0006888559,0.0005034349,0.004722185,0.0051929,0.0001531038,0.0001315169,0.0002904331,0.0008233117,0.00002755261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000418433,"about_ca_system_score_gemma":0.00051443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006184551,"about_ca_topic_score_gemma":0.0001329714,"domain_scores_codex":[0.9941357,0.0008180218,0.001959532,0.00117262,0.001432283,0.0004818162],"domain_scores_gemma":[0.9963141,0.0006442457,0.001102647,0.001439536,0.0001615501,0.0003379173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008863451,0.000640413,0.009223576,0.004316692,0.7508885,0.0002682815,0.001326949,0.000006940575,0.0000793481,0.000002566482,0.002158787,0.2302016],"study_design_scores_gemma":[0.001327267,0.0003567522,0.000210551,0.00298297,0.6663914,0.000005125298,0.0001485697,0.00007120717,0.0005795066,0.000009330019,0.3274181,0.0004991438],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002639118,0.9936002,0.00004367085,0.0003421222,0.00007879522,0.001598217,0.001311829,0.00004837176,0.0003376546],"genre_scores_gemma":[0.0008961313,0.9931949,0.0004864213,0.00003371287,0.000299004,0.0008781572,0.003320563,0.00009034437,0.0008007999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3252594,"threshold_uncertainty_score":0.9997417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06438589292792524,"score_gpt":0.3757526810483223,"score_spread":0.311366788120397,"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."}}