{"id":"W2991145862","doi":"10.14740/cr939","title":"Practical Risk Stratification Score for Prediction of Contrast-Induced Nephropathy After Primary Percutaneous Coronary Intervention in Patients With Acute ST-Segment Elevation Myocardial Infarction","year":2019,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Internal medicine; Cardiology; Receiver operating characteristic; Conventional PCI; Contrast-induced nephropathy; Logistic regression; Myocardial infarction; Framingham Risk Score; Confidence interval; Ejection fraction; Heart failure; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002423143,0.000189365,0.0006102638,0.0005514279,0.00008632612,0.00002169191,0.0001107976,0.0003575654,0.00008755104],"category_scores_gemma":[0.0006550056,0.0001613905,0.0001600682,0.000417156,0.000256602,0.0003122942,0.00008620275,0.000976832,0.0000312784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007629371,"about_ca_system_score_gemma":0.0006151597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002563697,"about_ca_topic_score_gemma":0.000003960356,"domain_scores_codex":[0.9962799,0.0009726916,0.0005819656,0.0006094485,0.00101133,0.0005446655],"domain_scores_gemma":[0.9971094,0.0004159848,0.0001780303,0.000532133,0.001603995,0.0001604299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03064527,0.0004262826,0.9257817,0.0001883834,0.0006613858,0.00005255551,0.0001567309,0.00001145976,0.0303595,0.00002998945,0.00100253,0.01068418],"study_design_scores_gemma":[0.006330944,0.01088442,0.9804614,0.0001171909,0.0002199037,0.000192368,0.000258062,0.0005786598,0.0005360079,0.00006185038,0.0002442778,0.000114952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903213,0.0000353456,0.0024306,0.0003996127,0.0002282642,0.005323177,0.0009572134,0.00002422896,0.0002802675],"genre_scores_gemma":[0.9948984,0.00007309664,0.0008429961,0.00003669367,0.0001793814,0.000820678,0.003014321,0.00003860355,0.00009581554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05467962,"threshold_uncertainty_score":0.6581314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03811665640354854,"score_gpt":0.3484817034756323,"score_spread":0.3103650470720837,"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."}}