{"id":"W2078988527","doi":"10.1159/000224788","title":"Renal Replacement Therapy for Acute Kidney Injury","year":2009,"lang":"en","type":"review","venue":"Nephron Clinical Practice","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Renal replacement therapy; Medicine; Acute kidney injury; Nephrology; Intensive care medicine; Hemodialysis; Kidney; Kidney disease; 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":[0.000858872,0.0008612568,0.00237509,0.002983051,0.0003535668,0.0006854408,0.001026632,0.001050847,0.00821766],"category_scores_gemma":[0.001525703,0.0002273579,0.0009695127,0.003320557,0.0004514864,0.000746369,0.000654082,0.001440124,0.003422929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006211007,"about_ca_system_score_gemma":0.001080462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703487,"about_ca_topic_score_gemma":0.002873851,"domain_scores_codex":[0.9994424,0.000143152,0.00009815891,0.00006176735,0.0002217581,0.00003275855],"domain_scores_gemma":[0.9993566,0.0003106617,0.0001775236,0.00002301648,0.00009886728,0.00003335328],"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":[0.00009998053,0.00007938014,0.0002268817,0.03900746,0.0004030572,0.000195379,0.00005175656,0.0001552262,0.0006336918,0.001043052,0.03656382,0.9215403],"study_design_scores_gemma":[0.0001544133,0.0001927689,0.003039225,0.02579154,0.0007548012,0.003006717,0.00007691882,0.00009847688,0.0005595261,0.002012624,0.9642853,0.00002778161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007341974,0.9988639,0.00006496792,0.00009826296,0.0001328682,0.00000770773,0.00001587423,0.000004962674,0.0007379618],"genre_scores_gemma":[0.0009940915,0.9979044,0.0001964983,0.0002100516,0.0001412816,0.00001121988,0.00004572901,0.000001457202,0.0004953236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00821766,"threshold_uncertainty_score":0.02749079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2064804993679288,"score_gpt":0.5823605795522228,"score_spread":0.3758800801842939,"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."}}