{"id":"W3102655113","doi":"10.1016/j.cjco.2020.10.019","title":"Patient Experience After Risk Stratification and Follow-up for Acute Kidney Injury After Cardiac Catheterization: Patient Survey","year":2020,"lang":"en","type":"article","venue":"CJC Open","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions; Alberta Health Services","keywords":"Risk stratification; Cardiac catheterization; Medicine; Acute kidney injury; Stratification (seeds); Risk assessment; Intensive care medicine; Internal medicine; Emergency medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002489972,0.0002125892,0.0004303794,0.00005021577,0.0001240041,0.0001910992,0.0002093262,0.0001060336,0.0003380248],"category_scores_gemma":[0.0007021841,0.0001818213,0.00008680999,0.0002558585,0.0001054563,0.0003660733,0.0003728328,0.0001715508,0.00004868483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006614411,"about_ca_system_score_gemma":0.0002745242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172336,"about_ca_topic_score_gemma":0.00000264542,"domain_scores_codex":[0.9981368,0.0002054561,0.0003857019,0.0005978846,0.000360989,0.0003132291],"domain_scores_gemma":[0.9982895,0.00005603591,0.0001266448,0.0004956212,0.0003135584,0.0007186683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02919218,0.0003446846,0.6080317,0.0002225019,0.0008419422,0.00005986934,0.04311273,1.94527e-7,0.02097009,0.00002864341,0.2442863,0.05290915],"study_design_scores_gemma":[0.00668088,0.0114882,0.63349,0.0002816148,0.0009261485,0.00001297218,0.001922111,0.001132417,0.09753843,0.0001018314,0.244941,0.001484371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838635,0.00006367746,0.0004790201,0.002197344,0.0003153033,0.003637036,0.009075593,0.00003486777,0.0003336403],"genre_scores_gemma":[0.9903643,0.0001045195,0.001277397,0.003304776,0.00009479043,0.003125585,0.001377078,0.00004570898,0.0003058848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07656834,"threshold_uncertainty_score":0.741446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03371844650563469,"score_gpt":0.3437930580669196,"score_spread":0.3100746115612849,"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."}}