{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04696154,0.0003356512,0.004167574,0.0003870889,0.0001779615,0.000167162,0.0003012074,0.0002279709,0.001075175],"category_scores_gemma":[0.153608,0.0001777005,0.0009338818,0.0004190414,0.0001273396,0.0001653655,0.00007791144,0.0004300366,0.0002109815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685392,"about_ca_system_score_gemma":0.002599152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003703851,"about_ca_topic_score_gemma":0.000005067205,"domain_scores_codex":[0.988265,0.006064408,0.003461771,0.0005312983,0.00104697,0.0006305237],"domain_scores_gemma":[0.9833956,0.0132088,0.001295888,0.0009328124,0.0005440432,0.0006228621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9200992,0.001290669,0.0001393139,0.00008657912,0.0005492439,0.000004549435,0.0002983709,1.409054e-7,0.001798638,0.0004801814,0.07456937,0.0006837791],"study_design_scores_gemma":[0.9680151,0.00444153,0.00001606032,0.0001400475,0.0004104794,0.000001402418,0.0001764928,0.0005930596,0.001195613,0.001392809,0.02343892,0.0001784782],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01327271,0.000003275368,0.00005105494,0.007023617,0.001082347,0.9751617,0.0001291816,0.0001064692,0.003169704],"genre_scores_gemma":[0.02588983,0.000002554419,0.000120164,0.001276973,0.001743462,0.968087,0.00006864584,0.00005469981,0.002756635],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1066465,"threshold_uncertainty_score":0.999838,"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."}}