{"id":"W4382893784","doi":"10.1172/jci171431","title":"Biomarkers in acute kidney injury: On the cusp of a new era?","year":2023,"lang":"en","type":"letter","venue":"Journal of Clinical Investigation","topic":"Nephrotoxicity and Medicinal Plants","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Acute kidney injury; Medicine; Biomarker; Etiology; Intensive care medicine; Internal medicine; Creatinine; Kidney disease; Nephrology; Pathology; Bioinformatics; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01130097,0.001191258,0.003186095,0.001884675,0.002469548,0.005779328,0.002626267,0.02810889,0.003945028],"category_scores_gemma":[0.03758208,0.0007625445,0.001912185,0.001407608,0.00759024,0.01258116,0.002267875,0.04240638,0.003679825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003817434,"about_ca_system_score_gemma":0.002754266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001728362,"about_ca_topic_score_gemma":0.002934538,"domain_scores_codex":[0.9907107,0.003272527,0.001629662,0.0009872279,0.002950464,0.000449425],"domain_scores_gemma":[0.9502377,0.02952945,0.001945968,0.001816028,0.01295699,0.003513871],"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":[0.0002387625,0.0001243301,0.002278156,0.0006798054,0.0001169629,0.002651634,0.0002944384,0.0001323711,0.0007328244,0.009026621,0.8725135,0.1112105],"study_design_scores_gemma":[0.0001937174,0.000247374,0.001666988,0.001664374,0.0001331048,0.008493358,0.0008326088,0.0008004108,0.0006445703,0.04025359,0.9449084,0.0001613893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002615775,0.03284982,0.0002936587,0.9441442,0.02173404,0.000007850189,0.00002164214,0.00003306403,0.0006541261],"genre_scores_gemma":[0.004767354,0.04639333,0.001319525,0.7211285,0.2240157,0.00003056696,0.00004009625,0.00003578007,0.002269123],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02810889,"threshold_uncertainty_score":0.05976593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1423390785935988,"score_gpt":0.4110829690892371,"score_spread":0.2687438904956382,"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."}}