{"id":"W4304893104","doi":"10.1097/mcc.0000000000000999","title":"Quality, safety, and implementation science in acute kidney care","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Acute kidney injury; Patient safety; Intensive care medicine; Quality (philosophy); MEDLINE; Medical emergency; Health care; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01656434,0.001358219,0.003111465,0.006355348,0.000902356,0.005410902,0.001546914,0.003865682,0.003730021],"category_scores_gemma":[0.04671026,0.0006742628,0.002263061,0.008537632,0.002988089,0.004213903,0.002556402,0.004766535,0.0008519796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004377936,"about_ca_system_score_gemma":0.02274073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00570753,"about_ca_topic_score_gemma":0.007548213,"domain_scores_codex":[0.9870752,0.006178801,0.002147723,0.0009070067,0.003255779,0.0004355816],"domain_scores_gemma":[0.9240047,0.06386703,0.004418122,0.001119355,0.005766551,0.0008241938],"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":[0.00006516232,0.00006735099,0.0005368596,0.2492073,0.0006964481,0.00006009937,0.0006337823,0.0006268043,0.0001651068,0.02670099,0.0258156,0.6954246],"study_design_scores_gemma":[0.00004951476,0.0001496082,0.003166795,0.3987223,0.001403116,0.0003977209,0.0007394467,0.0003041261,0.0002051199,0.01757685,0.5772192,0.00006626451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004836454,0.9972821,0.0001808357,0.001621401,0.0003908676,0.00001750754,0.00001033005,0.00000512694,0.0004435512],"genre_scores_gemma":[0.001315509,0.9968594,0.0003987131,0.0008808052,0.0003927714,0.00004809833,0.00001564267,0.000003150823,0.00008584454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01656434,"threshold_uncertainty_score":0.08760166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3758946871092744,"score_gpt":0.6303180731625663,"score_spread":0.2544233860532919,"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."}}