{"id":"W2995189548","doi":"10.1186/s13063-019-3774-9","title":"The Artificial Kidney Initiation in Kidney Injury 2 (AKIKI2): study protocol for a randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"Trials","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direction de l’hospitalisation et de l’offre de Soins; University of Toronto","keywords":"Medicine; Oliguria; Anuria; Acute kidney injury; Renal replacement therapy; Hyperkalemia; Hypoxemia; Randomized controlled trial; Kidney disease; Dialysis; Metabolic acidosis; Pulmonary edema; Anesthesia; Renal function; Internal medicine; Lung","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02524899,0.007137985,0.01213956,0.001974107,0.002561205,0.004557784,0.002943664,0.00684046,0.06070425],"category_scores_gemma":[0.02904589,0.002716102,0.004789791,0.003322331,0.003381745,0.004000463,0.00197492,0.007653266,0.009840842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003758897,"about_ca_system_score_gemma":0.0109122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412758,"about_ca_topic_score_gemma":0.002634011,"domain_scores_codex":[0.9821358,0.01125232,0.001750672,0.001815774,0.001443505,0.001602025],"domain_scores_gemma":[0.9892985,0.00308759,0.002523293,0.001506815,0.002068693,0.001515185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.9299667,0.005118535,0.000830655,0.02108555,0.003169464,0.0002049769,0.0002340736,0.001444467,0.001412701,0.004043295,0.01882873,0.01366071],"study_design_scores_gemma":[0.9681761,0.007245849,0.0009883421,0.002432133,0.0009577874,0.00004177198,0.00006169767,0.001671037,0.0003207658,0.002018589,0.01601794,0.00006789684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002378249,0.0006939187,0.002069174,0.0004013139,0.0007595726,0.9903985,0.002115314,0.0001780177,0.001006013],"genre_scores_gemma":[0.002136832,0.0001761424,0.001814861,0.0002418071,0.00007228482,0.9949569,0.0002370456,0.000009057781,0.0003550895],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06070425,"threshold_uncertainty_score":0.2030759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333705023715231,"score_gpt":0.4902653753233467,"score_spread":0.3568948729518236,"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."}}