{"id":"W2595444791","doi":"10.1016/s0735-1097(17)33497-6","title":"RENAL FUNCTION-BASED CONTRAST DOSING TO DEFINE “PROGNOSTIC” CONTRAST DOSE LIMITS FOR PERCUTANEOUS CORONARY INTERVENTION – THE PROGNOSTIC IMPLICATION OF THE CONTRAST VOLUME: GLOMERULAR FILTRATION RATIO IN 44,082 PATIENTS FROM THE BRITISH COLUMBIA CARDIAC REGISTRY","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria Heart Institute Foundation; Royal Jubilee Hospital","funders":"","keywords":"Medicine; Renal function; Percutaneous coronary intervention; Conventional PCI; Contrast-induced nephropathy; Cardiology; Contrast (vision); Dosing; Internal medicine; Urology; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001682252,0.0003271985,0.0006986301,0.001102822,0.0007699824,0.001351052,0.001407846,0.0008459311,0.00102065],"category_scores_gemma":[0.006898218,0.0004349401,0.0004612412,0.00293918,0.000649403,0.0006674308,0.0007326926,0.001320931,0.0002493816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002250422,"about_ca_system_score_gemma":0.002889471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3187857,"about_ca_topic_score_gemma":0.4671229,"domain_scores_codex":[0.9981973,0.0004502723,0.0002349929,0.000269506,0.0005278489,0.0003201651],"domain_scores_gemma":[0.994991,0.001098297,0.001606972,0.0007831868,0.0009281293,0.0005923639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002082688,0.00001834785,0.9977443,0.000007239403,0.00005501103,0.000061279,0.00006535745,0.0001594689,0.00007366634,0.00005402739,0.0004659461,0.001087216],"study_design_scores_gemma":[0.0000180431,0.00002054134,0.9981332,0.00001500024,0.00006313953,0.0001371186,0.0001709122,0.0008871295,0.00007087739,0.00008447521,0.0003900389,0.000009608224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996138,0.0005204855,0.0001600832,0.0001869423,0.00001334975,0.00001229987,0.001615102,0.00001117156,0.001342622],"genre_scores_gemma":[0.9984586,0.0001043541,0.000081119,0.00005859332,0.000008006974,0.000006222027,0.001109755,0.000006301797,0.0001671406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6812143,"threshold_uncertainty_score":0.6338603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343701867396184,"score_gpt":0.2727989948403758,"score_spread":0.2593619761664139,"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."}}