{"id":"W2341972683","doi":"10.1159/000442369","title":"Timing of Renal Replacement Therapy in Acute Kidney Injury","year":2016,"lang":"en","type":"review","venue":"Contributions to nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; St. Michael's Hospital; St. Thomas Hospital","funders":"","keywords":"Medicine; Renal replacement therapy; Intensive care medicine; Acute kidney injury; Observational study; Confounding; Randomized controlled trial; Clinical trial; Emergency medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00106388,0.0004520803,0.002699272,0.00122218,0.00007581206,0.000009793717,0.0004380005,0.0007562442,0.001959191],"category_scores_gemma":[0.00171087,0.0003179312,0.000479138,0.000928128,0.0002565469,0.00005511352,0.0003045813,0.0007999548,0.0006265097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008468613,"about_ca_system_score_gemma":0.003254312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001767451,"about_ca_topic_score_gemma":0.000001452758,"domain_scores_codex":[0.9963099,0.0005174525,0.001256443,0.000679302,0.0003637137,0.0008731998],"domain_scores_gemma":[0.9970177,0.0003224387,0.00035898,0.001138596,0.0005010252,0.0006611923],"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":[0.001513355,0.0002312839,0.00002260513,0.0007953449,0.001260127,0.00009786653,0.00002983665,8.813071e-9,0.0007750685,0.0006046399,0.4505859,0.544084],"study_design_scores_gemma":[0.00253104,0.002126658,0.00001642157,0.005091005,0.0005079604,0.0001833623,0.000001223692,0.000002380512,0.0001566321,0.00006255003,0.9890811,0.0002396288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004118709,0.9686238,0.001035584,0.01115406,0.0003507827,0.004722834,0.01283219,0.00007325297,0.001166353],"genre_scores_gemma":[0.00004405365,0.991997,0.0002350086,0.002849812,0.0003267613,0.001231612,0.001234253,0.00005991907,0.002021595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5438443,"threshold_uncertainty_score":0.9999273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04842053671525021,"score_gpt":0.4313681796894328,"score_spread":0.3829476429741825,"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."}}