{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137654,0.0003321312,0.0006228054,0.0007353234,0.0004081061,0.0009138092,0.0004625388,0.0006483021,0.001438119],"category_scores_gemma":[0.002288271,0.0005657087,0.00081531,0.001540617,0.0004748151,0.0005521488,0.0005073023,0.0007404234,0.0002305705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003911488,"about_ca_system_score_gemma":0.0004926539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00496652,"about_ca_topic_score_gemma":0.00466714,"domain_scores_codex":[0.9990263,0.0002344661,0.0002007054,0.0002566226,0.0001602895,0.0001216547],"domain_scores_gemma":[0.9968443,0.0006913154,0.001479027,0.000356652,0.000206554,0.0004222659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001744458,0.00003311984,0.999203,0.00001894051,0.00009450884,0.00005448854,0.00004203558,0.00001587825,0.00007182054,0.000008385096,0.0000345529,0.0002488642],"study_design_scores_gemma":[0.00002470306,0.0002242404,0.9987477,0.00001529588,0.0001144679,0.0003395259,0.0001948964,0.0001561055,0.0000314117,0.00001514874,0.0001299895,0.000006395309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991755,0.0003835853,0.00007818496,0.00001169329,0.000004089401,0.00001026147,0.0002184113,0.000001434585,0.0001167909],"genre_scores_gemma":[0.9994987,0.0001133177,0.00005606053,0.00002089436,0.000007380302,0.00001161195,0.0002564636,9.410593e-7,0.00003459106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00496652,"threshold_uncertainty_score":0.009875238,"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."}}