{"id":"W2211529002","doi":"10.1159/000441426","title":"Can Acute Kidney Injury Be Considered a Clinical Quality Measure?","year":2015,"lang":"en","type":"article","venue":"˜The œNephron journals/Nephron journals","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Intensive care medicine; Acute kidney injury; Quality management; Psychological intervention; Quality (philosophy); Health care; MEDLINE; Risk analysis (engineering); Nursing; Internal medicine; Operations management; Management system","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":[0.1706689,0.001449838,0.004758523,0.0142886,0.002824111,0.0157184,0.004277733,0.007179964,0.003826442],"category_scores_gemma":[0.541794,0.0007144426,0.003579192,0.01951214,0.01405601,0.02076468,0.005910273,0.01049358,0.00133383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01475558,"about_ca_system_score_gemma":0.01893153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308221,"about_ca_topic_score_gemma":0.007842365,"domain_scores_codex":[0.8038141,0.111933,0.02957848,0.008634503,0.04324876,0.002791243],"domain_scores_gemma":[0.4972298,0.3422312,0.06606982,0.01401219,0.07035305,0.01010414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005771127,0.0004164508,0.09212632,0.0156786,0.002167004,0.0002584074,0.002758707,0.002807618,0.0001244244,0.2461839,0.1250553,0.5118461],"study_design_scores_gemma":[0.0004048477,0.0008348674,0.05778504,0.04161682,0.001581801,0.0008854788,0.004413669,0.007886825,0.0003921681,0.6516609,0.2321163,0.000421361],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007866398,0.2641717,0.03786596,0.6391225,0.02224372,0.000454507,0.001287018,0.0002267883,0.02676134],"genre_scores_gemma":[0.5490897,0.1758372,0.06569391,0.1596609,0.04266998,0.002747997,0.001976236,0.0002596754,0.002064369],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1706689,"threshold_uncertainty_score":0.9025942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2644366505495412,"score_gpt":0.487478374536749,"score_spread":0.2230417239872078,"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."}}