{"id":"W3021754464","doi":"10.1016/j.athoracsur.2020.03.101","title":"Age-Related Biomarkers to Predict Acute Kidney Injury in Children Undergoing Cardiac Surgery","year":2020,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Acute kidney injury; Renal function; Kidney; Renal injury; Internal medicine; Intensive care medicine","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":[0.001590831,0.0003294962,0.000820315,0.0008223993,0.001028148,0.001067665,0.0005480842,0.006227879,0.001868039],"category_scores_gemma":[0.01586211,0.0003245441,0.0006358042,0.0006400497,0.000618343,0.0008354978,0.000483678,0.007073203,0.001083466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290174,"about_ca_system_score_gemma":0.00245372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0057174,"about_ca_topic_score_gemma":0.00908581,"domain_scores_codex":[0.9987312,0.0004161733,0.00025726,0.0001071732,0.0002983332,0.0001897877],"domain_scores_gemma":[0.9925176,0.003830885,0.0005786265,0.000162209,0.00157282,0.001337965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004118455,0.0003588169,0.5709811,0.0001563191,0.0001184517,0.01763111,0.0005899557,0.0002804576,0.001130829,0.001525207,0.3564495,0.05036642],"study_design_scores_gemma":[0.00104234,0.002051403,0.5640903,0.002568269,0.0005339896,0.06532861,0.005337366,0.006233126,0.002806399,0.01089502,0.338866,0.0002472077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07332028,0.005736592,0.0003564651,0.8946031,0.01454103,0.00004110527,0.0003563224,0.00004443293,0.01100068],"genre_scores_gemma":[0.3362255,0.007519159,0.002040337,0.5905814,0.05500584,0.0001588935,0.0004391899,0.00005460854,0.007975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006227879,"threshold_uncertainty_score":0.01136822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07222459211082759,"score_gpt":0.3733974081023189,"score_spread":0.3011728159914913,"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."}}