{"id":"W2793282617","doi":"10.1111/anae.14274","title":"Pre‐operative anaemia, intra‐operative hepcidin concentration and acute kidney injury after cardiac surgery: a retrospective observational study","year":2018,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"University of Toronto; La Jolla Pharmaceutical Company","keywords":"Hepcidin; Medicine; Acute kidney injury; Cardiopulmonary bypass; Creatinine; Kidney; Dialysis; Cardiac surgery; Internal medicine; Gastroenterology; Urology; Anemia; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004012059,0.0002801937,0.0005952014,0.00007787607,0.0002069405,0.00007289501,0.00006136552,0.0001178697,0.000208097],"category_scores_gemma":[0.0002099309,0.0002363716,0.00009723912,0.0003717491,0.0003202581,0.0004273334,0.00003524433,0.0001960373,0.00003790935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009555964,"about_ca_system_score_gemma":0.0004170507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002948831,"about_ca_topic_score_gemma":0.00005724193,"domain_scores_codex":[0.9981827,0.0002550171,0.0003428936,0.0005226716,0.000375694,0.0003210649],"domain_scores_gemma":[0.9988965,0.0000329268,0.00009558383,0.0003009635,0.0004107707,0.0002632971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009567129,0.0002458621,0.9708562,0.00001183217,0.0001828213,0.00004212605,0.007730653,5.436306e-8,0.000971273,0.000632301,0.01406298,0.00430715],"study_design_scores_gemma":[0.0006880566,0.001278055,0.9911049,0.00003591654,0.0003301129,0.000005503595,0.00122819,0.00003846763,0.002804474,0.0001103357,0.002112446,0.0002635393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959035,0.0002758744,0.00004771242,0.001576665,0.0001980395,0.001212645,0.0001376865,0.00005748301,0.0005903855],"genre_scores_gemma":[0.9948984,0.0003203225,0.0003453873,0.003349703,0.0003819162,0.0001782308,0.0001631145,0.00003138467,0.0003314857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02024867,"threshold_uncertainty_score":0.9638953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919536928593405,"score_gpt":0.3020506106101773,"score_spread":0.2828552413242432,"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."}}