{"id":"W1998142138","doi":"10.1038/nrneph.2015.55","title":"Do electronic alerts for AKI improve outcomes?","year":2015,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University; Foothills Medical Centre","funders":"","keywords":"Medicine; Acute kidney injury; Receipt; Intensive care medicine; Dialysis; Randomized controlled trial; Medical emergency; MEDLINE; Emergency medicine; Internal medicine; World Wide Web","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":[0.004821238,0.001129369,0.003944522,0.003358094,0.0003567738,0.001965429,0.001522668,0.002561989,0.009282565],"category_scores_gemma":[0.02410512,0.0005155656,0.003251276,0.002407474,0.0005985145,0.002795384,0.001467376,0.002926925,0.001396439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070625,"about_ca_system_score_gemma":0.003214264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001896436,"about_ca_topic_score_gemma":0.003535648,"domain_scores_codex":[0.9971039,0.0009717591,0.0007716459,0.000313997,0.0006736727,0.0001650042],"domain_scores_gemma":[0.9862925,0.009620722,0.002291398,0.000194961,0.001342573,0.0002578327],"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":[0.0004133563,0.000107169,0.0009078418,0.07426646,0.001755651,0.00006107178,0.00006051681,0.0001226317,0.0001506573,0.001175048,0.03419688,0.8867827],"study_design_scores_gemma":[0.001693514,0.00112305,0.01271892,0.3220116,0.01903571,0.001022075,0.0003545063,0.0004538225,0.0009504653,0.006234668,0.6342515,0.0001500987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001203473,0.9976344,0.00007575341,0.001265597,0.0004913863,0.00001080863,0.00004087046,0.00001017527,0.0003506234],"genre_scores_gemma":[0.00230166,0.9942129,0.0002942433,0.001970697,0.0009626977,0.00002640866,0.00005896243,0.000003145276,0.0001692134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009282565,"threshold_uncertainty_score":0.03105325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0843477670107309,"score_gpt":0.4794078147695903,"score_spread":0.3950600477588594,"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."}}