{"id":"W2923060710","doi":"10.2215/cjn.01870219","title":"Complex Decision Making about Dialysis in Critically Ill Older Adults with AKI","year":2019,"lang":"en","type":"letter","venue":"Clinical Journal of the American Society of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Critically ill; Intensive care medicine; Dialysis; Acute kidney injury; MEDLINE; Clinical decision making; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004945519,0.0003326493,0.0008221631,0.0005288243,0.002263969,0.00366704,0.000812825,0.002133237,0.004300917],"category_scores_gemma":[0.03458735,0.0002344546,0.0009155095,0.0003692996,0.001552757,0.002993929,0.002135384,0.004199433,0.0004755831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00146534,"about_ca_system_score_gemma":0.003812805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002851567,"about_ca_topic_score_gemma":0.008290168,"domain_scores_codex":[0.9948926,0.00354118,0.0004767698,0.0002699517,0.000420007,0.0003995275],"domain_scores_gemma":[0.9890365,0.005612126,0.002078115,0.0001338013,0.0006295601,0.002509812],"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":[0.002367853,0.002475297,0.3832968,0.003351622,0.001568905,0.009977425,0.07513259,0.007292931,0.001507162,0.02092579,0.07932015,0.4127834],"study_design_scores_gemma":[0.001156317,0.005497219,0.2740667,0.01795938,0.001526586,0.02202914,0.1785384,0.03010681,0.001475329,0.319743,0.1468953,0.001005857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.7898893,0.04155663,0.00644852,0.1342658,0.001340449,0.0003516467,0.0004536661,0.00005261866,0.02564145],"genre_scores_gemma":[0.9672326,0.01428309,0.005132315,0.0113566,0.0009954805,0.0001170295,0.0002091437,0.00001168482,0.0006621146],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.004945519,"threshold_uncertainty_score":0.0261547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04700751664934164,"score_gpt":0.4104208505867403,"score_spread":0.3634133339373986,"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."}}