{"id":"W2806516911","doi":"10.1136/openhrt-2018-000777","title":"Bedside risk score for prediction of acute kidney injury after transcatheter aortic valve replacement","year":2018,"lang":"en","type":"article","venue":"Open Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; St. Paul's Hospital; St. Michael's Hospital; Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Acute kidney injury; Medicine; Cardiology; Internal medicine; Valve replacement; Stenosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001853829,0.0006536589,0.0007126622,0.001521311,0.0002319893,0.0006784569,0.0005595053,0.0004362895,0.002639013],"category_scores_gemma":[0.007408942,0.0001533629,0.0006852088,0.0006624524,0.0001475153,0.0005182284,0.0007497054,0.0006507232,0.0005328478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004458853,"about_ca_system_score_gemma":0.0004801255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020731,"about_ca_topic_score_gemma":0.001787985,"domain_scores_codex":[0.9985167,0.0005763288,0.0002285032,0.0001672842,0.0004271851,0.00008386937],"domain_scores_gemma":[0.9956174,0.001369239,0.001729119,0.0001938407,0.0006518408,0.0004385222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006148212,0.0001449488,0.983065,0.00005193318,0.0002305669,0.00007517377,0.0000357162,0.0021115,0.0002172526,0.0001617937,0.0011527,0.01213845],"study_design_scores_gemma":[0.0001764055,0.001320849,0.9396797,0.0000743766,0.0002889163,0.001010502,0.00008962962,0.05441007,0.0008165572,0.001007827,0.001077322,0.00004792223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905744,0.0004536163,0.004071489,0.0003452119,0.00005369483,0.0001175659,0.001700597,0.0001869669,0.002496314],"genre_scores_gemma":[0.9925135,0.00008494956,0.005305147,0.00004138429,0.00003852061,0.0000763779,0.001584924,0.000007480813,0.0003476053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002639013,"threshold_uncertainty_score":0.00980407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196724181327851,"score_gpt":0.3540704033733041,"score_spread":0.3343979852405191,"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."}}