{"id":"W2020909032","doi":"10.1111/sdi.12186","title":"Dialysis and Acute Kidney Injury: Current Evidence","year":2014,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Dialysis; Intensive care medicine; Acute kidney injury; Renal replacement therapy; Randomized controlled trial; Dialysis Therapy; 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":[0.002181523,0.001245291,0.003763903,0.004492831,0.0004221808,0.002468157,0.001658876,0.001875169,0.008810364],"category_scores_gemma":[0.008355138,0.0005324731,0.002225949,0.007087748,0.0006944911,0.002036696,0.001100175,0.001733911,0.001003553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090894,"about_ca_system_score_gemma":0.003390642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002663137,"about_ca_topic_score_gemma":0.00461078,"domain_scores_codex":[0.9989636,0.0002345093,0.0003171585,0.0001387905,0.0002910302,0.00005497446],"domain_scores_gemma":[0.9935471,0.004618616,0.001100854,0.00007547515,0.0005334643,0.0001243906],"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":[0.0002342007,0.00007636965,0.001064756,0.3202282,0.001546708,0.0001490138,0.00009891831,0.0001858217,0.000161212,0.001323614,0.01740926,0.657522],"study_design_scores_gemma":[0.0001878472,0.0002602633,0.009352437,0.4714779,0.01494704,0.002492001,0.0004310925,0.0001898341,0.0002639106,0.004493385,0.4958382,0.00006605644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000301309,0.9996945,0.000009948376,0.000119802,0.00003485675,0.000002335836,0.000008714164,8.775096e-7,0.00009875821],"genre_scores_gemma":[0.0003779966,0.9994249,0.00002639196,0.00008114927,0.00005424468,0.000003236145,0.000009457451,2.613361e-7,0.00002246132],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008810364,"threshold_uncertainty_score":0.0294736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06308817404812554,"score_gpt":0.4352540070631075,"score_spread":0.3721658330149819,"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."}}