{"id":"W1906964079","doi":"10.1111/hdi.12053","title":"Who may not benefit from continuous renal replacement therapy in acute kidney injury?","year":2013,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Renal replacement therapy; Acute kidney injury; Odds ratio; Discontinuation; Confidence interval; Sepsis; Hemodialysis; Retrospective cohort study; Hazard ratio; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003671072,0.0002653636,0.0005279159,0.0005259913,0.00005600274,0.0001257895,0.0004635761,0.0001709631,0.02356268],"category_scores_gemma":[0.000351657,0.0002303555,0.0002332403,0.0003163201,0.00009974863,0.0002863103,0.0001877422,0.000432502,0.00108142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004203249,"about_ca_system_score_gemma":0.0002188942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354528,"about_ca_topic_score_gemma":0.00001344062,"domain_scores_codex":[0.9970373,0.00007371114,0.0006478021,0.0006145277,0.001202392,0.0004242786],"domain_scores_gemma":[0.9982293,0.0001028223,0.0001630247,0.0006058415,0.0004675119,0.0004315109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004874066,0.0007585619,0.224566,0.000008206226,0.003270752,0.0001112746,0.000675539,0.000002777971,0.117461,0.0006869149,0.5934929,0.05409203],"study_design_scores_gemma":[0.0219696,0.00146196,0.2971021,0.0003486538,0.0003616966,0.00006465112,0.0001521042,0.01216611,0.2331595,0.002011894,0.4302057,0.0009960646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442685,0.00002564032,0.000220671,0.03820309,0.00043889,0.0007971319,0.001099997,0.00007342697,0.01487272],"genre_scores_gemma":[0.9608703,0.0003878358,0.002490686,0.01091533,0.0007003501,0.0004550495,0.002034453,0.00005027907,0.02209566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1632872,"threshold_uncertainty_score":0.9996964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052172974634923,"score_gpt":0.3169980946439115,"score_spread":0.2964763648975622,"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."}}