{"id":"W2995339189","doi":"10.1038/s41581-019-0241-5","title":"Exciting developments in the field of acute kidney injury","year":2019,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; American Heart Association","keywords":"Medicine; Acute kidney injury; Risk stratification; Intensive care medicine; Adverse effect; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001486276,0.001198965,0.001899251,0.002567119,0.0004187684,0.00244132,0.001148639,0.002213633,0.007288663],"category_scores_gemma":[0.002563213,0.0002804782,0.0007494468,0.002489296,0.0009557938,0.002708397,0.001697432,0.004423608,0.002880011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009771809,"about_ca_system_score_gemma":0.002294749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001418,"about_ca_topic_score_gemma":0.002468341,"domain_scores_codex":[0.9995554,0.00008653548,0.00005153451,0.00006245448,0.0001943974,0.00004979514],"domain_scores_gemma":[0.9982675,0.0009302683,0.0001450297,0.00003648925,0.0003790418,0.0002415905],"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":[0.0001381081,0.00008425794,0.0001674013,0.01893736,0.0001040153,0.0001648352,0.00006104792,0.0003183453,0.001320487,0.00731979,0.08936504,0.8820193],"study_design_scores_gemma":[0.00003072544,0.00007514926,0.0004691119,0.003390448,0.00009993003,0.0003808301,0.00006258139,0.00006778791,0.0001305921,0.003400715,0.991872,0.00002022819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003640102,0.9968371,0.0001274714,0.001030136,0.001112514,0.000002515815,0.00001216191,0.00001150599,0.0008300825],"genre_scores_gemma":[0.0002857833,0.996828,0.000187604,0.0008488095,0.001354986,0.000003320295,0.00001998424,0.000001811556,0.0004697148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007288663,"threshold_uncertainty_score":0.02438301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0575078730770624,"score_gpt":0.4657761077635652,"score_spread":0.4082682346865028,"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."}}