{"id":"W1977315639","doi":"10.15420/ecr.2007.0.1.54","title":"Contrast-induced Nephropathy in Coronary Intervention","year":2007,"lang":"en","type":"article","venue":"European Cardiology Review","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Contrast-induced nephropathy; Medicine; Creatinine; Dialysis; Nephropathy; Cardiology; Internal medicine; Contrast (vision); Urology; Endocrinology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005148939,0.0001661963,0.0007299556,0.0001366494,0.00002986089,0.000004256465,0.0001725091,0.00006032454,0.0002668557],"category_scores_gemma":[0.0007397345,0.0001373844,0.0002829981,0.0002869199,0.00009714529,0.00005159289,0.0001264571,0.0005287292,0.001209036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075788,"about_ca_system_score_gemma":0.00004999921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004493634,"about_ca_topic_score_gemma":0.000002179801,"domain_scores_codex":[0.9973521,0.001076966,0.0006205981,0.0003386593,0.0001819639,0.0004297488],"domain_scores_gemma":[0.9990393,0.0001001479,0.00009281814,0.000457716,0.0001034297,0.0002066255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007109539,0.0002112554,0.150552,0.003477972,0.0003806502,0.02197499,0.00008436786,8.927869e-8,0.01002171,0.0002460638,0.154795,0.6575449],"study_design_scores_gemma":[0.002228531,0.0007805064,0.6058456,0.003562896,0.0001603237,0.002985868,0.00003532599,0.000002224162,0.0001152865,0.000007507022,0.3840997,0.0001762778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3762456,0.2308163,0.001305409,0.004473285,0.0009044906,0.00334968,0.00003591525,0.0002492087,0.3826202],"genre_scores_gemma":[0.9669288,0.02588395,0.0001177128,0.00572406,0.0004119744,0.00001948052,0.0001146111,0.00004964667,0.0007497795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6573687,"threshold_uncertainty_score":0.9995686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265281885002244,"score_gpt":0.3646855690858598,"score_spread":0.3220327502358373,"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."}}