{"id":"W2208351268","doi":"10.1159/000437152","title":"Acute Kidney Injury Care Bundles","year":2015,"lang":"en","type":"article","venue":"˜The œNephron journals/Nephron journals","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canada Research Chairs","keywords":"Medicine; Intensive care medicine; Context (archaeology); Acute kidney injury; Health care; Population; Critical care nursing; Acute care; Medical emergency; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03058654,0.0007118457,0.0008754711,0.003999835,0.003176452,0.006090743,0.003204499,0.002153319,0.03954762],"category_scores_gemma":[0.07691459,0.0006911489,0.001974859,0.006791041,0.001105035,0.003844868,0.008593781,0.002638116,0.009583208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009741733,"about_ca_system_score_gemma":0.0373835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004622016,"about_ca_topic_score_gemma":0.006632763,"domain_scores_codex":[0.9547576,0.02070841,0.009375078,0.002282923,0.009427051,0.003449072],"domain_scores_gemma":[0.9263471,0.008414689,0.008696682,0.005908008,0.03469558,0.01593798],"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":[0.0006684655,0.0008817823,0.03715203,0.003652267,0.0004390023,0.0004090275,0.002743946,0.003367434,0.0006371964,0.09743484,0.4172838,0.4353302],"study_design_scores_gemma":[0.0006850309,0.0008207359,0.02960141,0.002576427,0.0002408253,0.0005362091,0.001277017,0.002420831,0.0007129481,0.03060178,0.9304306,0.00009627177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08538683,0.01344058,0.1489626,0.169956,0.008799766,0.03496543,0.02378151,0.00508424,0.5096231],"genre_scores_gemma":[0.3888226,0.01226054,0.348821,0.05316396,0.006249204,0.02538696,0.05040586,0.001378423,0.1135115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03954762,"threshold_uncertainty_score":0.161759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0623079646082557,"score_gpt":0.384095565989704,"score_spread":0.3217876013814483,"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."}}