{"id":"W4220919378","doi":"10.1016/j.jcin.2021.11.026","title":"Long-Term Clinical Impact of Contrast-Associated Acute Kidney Injury Following PCI","year":2022,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Janssen Pharmaceuticals; Cordis; Data Science Institute, Columbia University; Medicines Company; Canada Excellence Research Chairs, Government of Canada; Covidien; Cardiovascular Research Foundation; Janssen Scientific Affairs; OrbusNeich; National Institute of Allergy and Infectious Diseases; Siemens Medical Solutions USA; Bayer Fund; American Medical Association; Boston Scientific Corporation; Chiesi Farmaceutici; Bristol-Myers Squibb; AstraZeneca; Abbott Laboratories; CSL Behring; Novartis Pharmaceuticals Corporation; Medtronic; Gilead Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; Edwards Lifesciences; Abbott Vascular","keywords":"Medicine; Percutaneous coronary intervention; Conventional PCI; Internal medicine; Cardiology; Renal function; Myocardial infarction; Killip class; Acute kidney injury; Creatinine; Kidney disease; Heart failure; Clinical endpoint; Clinical trial","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004160754,0.0003275959,0.001615145,0.0004904866,0.0003403806,0.00004490361,0.0005403213,0.0001960203,0.003546449],"category_scores_gemma":[0.002181819,0.0003108134,0.02135902,0.0009556108,0.0001694249,0.0001897452,0.0007243362,0.001279418,0.00008280309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007854086,"about_ca_system_score_gemma":0.0008853009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001823113,"about_ca_topic_score_gemma":0.000003270721,"domain_scores_codex":[0.9944099,0.00131168,0.001390263,0.0006379304,0.001570849,0.0006793982],"domain_scores_gemma":[0.9969841,0.0001363032,0.0002983188,0.001459762,0.0003696276,0.0007519218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009622473,0.003362086,0.6674377,0.0002800356,0.1325395,0.001489293,0.0001503946,0.00001572708,0.001985548,0.00003481644,0.1774593,0.01428339],"study_design_scores_gemma":[0.01649102,0.006790319,0.9482314,0.0009673221,0.01675775,0.0007425594,0.0001327288,0.0001869583,0.0007127488,0.00006864654,0.008221705,0.0006968501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876485,0.001740346,0.001756416,0.0005189797,0.001323116,0.001560194,0.003601396,0.0001881604,0.001662903],"genre_scores_gemma":[0.9952648,0.0001460903,0.0001545994,0.0002087316,0.0002029837,0.0003556503,0.001548445,0.00009080586,0.002027886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2807937,"threshold_uncertainty_score":0.9999344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06313432182390924,"score_gpt":0.4349790453527267,"score_spread":0.3718447235288175,"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."}}