{"id":"W7339251","doi":"10.1016/j.jchf.2014.06.014","title":"Comparative Assessment of Short-Term Adverse Events in Acute Heart Failure With Cystatin C and Other Estimates of Renal Function","year":2014,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Janssen Pharmaceuticals; Roche Diagnostics; Johnson and Johnson; BG Medicine","keywords":"Medicine; Heart failure; Cystatin C; Renal function; Adverse effect; Term (time); Intensive care medicine; Internal medicine; Cardiology","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":[0.0104058,0.0008429905,0.00163614,0.001344616,0.000321287,0.001270432,0.000987806,0.001034212,0.001794983],"category_scores_gemma":[0.01785569,0.0003546222,0.003627828,0.001183611,0.0004720116,0.001845174,0.001119424,0.001130504,0.0002238119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008422963,"about_ca_system_score_gemma":0.0005762631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002451331,"about_ca_topic_score_gemma":0.003477922,"domain_scores_codex":[0.993937,0.004044475,0.0004624292,0.0005625281,0.0007614686,0.0002321168],"domain_scores_gemma":[0.9766232,0.01563191,0.003267399,0.001430248,0.001875315,0.001171975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3147489,0.0009254462,0.6480932,0.0007340306,0.01420535,0.0001368511,0.0003591148,0.001492085,0.001325308,0.0001766946,0.0002383059,0.01756475],"study_design_scores_gemma":[0.002539178,0.02926053,0.959734,0.00005669178,0.004333599,0.0002075941,0.0003203231,0.002278034,0.0006586659,0.0001608603,0.0003858326,0.00006474182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947803,0.003345066,0.0003369277,0.00004092049,0.00004584801,0.00005564804,0.0005732267,0.000009388691,0.0008126526],"genre_scores_gemma":[0.9986225,0.0004429769,0.0002126495,0.00002430824,0.00004055732,0.00003190571,0.000414969,0.000004443868,0.000205583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0104058,"threshold_uncertainty_score":0.05503178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322410973392135,"score_gpt":0.3063797019402023,"score_spread":0.2931555922062809,"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."}}