{"id":"W1988058884","doi":"10.1179/acb.2007.080","title":"IDEAL DETERMINANTS FOR THE INITIATION OF RENAL REPLACEMENT THERAPY: TIMING, METABOLIC THRESHOLD OR FLUID BALANCE?","year":2007,"lang":"en","type":"review","venue":"Acta Clinica Belgica","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Discontinuation; Renal replacement therapy; Acute kidney injury; Intensive care medicine; Balance (ability); Internal medicine; Physical therapy","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":[0.001797826,0.0009034511,0.004480421,0.001298845,0.0002020435,0.001504828,0.001489093,0.001592529,0.002728482],"category_scores_gemma":[0.004763408,0.0003655994,0.00101212,0.001737985,0.0007897147,0.001996683,0.0004381234,0.002002462,0.001208634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000696594,"about_ca_system_score_gemma":0.002113066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626404,"about_ca_topic_score_gemma":0.002366931,"domain_scores_codex":[0.9992613,0.0002531874,0.0001931755,0.00009403631,0.000160513,0.00003777855],"domain_scores_gemma":[0.9977437,0.001490022,0.0004488559,0.00002646461,0.0002368729,0.00005400351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003888297,0.0001269408,0.00299819,0.0410889,0.0005068789,0.0003899311,0.0001167092,0.0005640206,0.0006125668,0.004179716,0.01947133,0.9295561],"study_design_scores_gemma":[0.0008261979,0.001006465,0.03715285,0.1301442,0.005873585,0.01086919,0.001683546,0.001432783,0.002331524,0.02493559,0.7834556,0.000288445],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001931485,0.9984888,0.0001597046,0.0007597491,0.0001187827,0.000004456198,0.0000188137,0.000004058583,0.0002525062],"genre_scores_gemma":[0.00281487,0.9960793,0.0005148801,0.0002431864,0.0001971413,0.0000142093,0.0000403473,0.000001769021,0.00009426641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004480421,"threshold_uncertainty_score":0.009507895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3421039616885441,"score_gpt":0.5163905051288442,"score_spread":0.1742865434403001,"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."}}