{"id":"W4396997761","doi":"10.1681/asn.20203110s1335c","title":"Risk of Hospitalization for Heart Failure (HHF) by eGFR and Urinary Albumin-to-Creatinine Ratio (UACR): Pooled Analyses from the CANVAS Program and CREDENCE","year":2020,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Creatinine; Medicine; Urology; Credence; Heart failure; Renal function; Urinary system; Internal medicine; Cardiology; Mathematics; Statistics","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":[0.01341364,0.001826078,0.005507328,0.002413215,0.0002644616,0.001319464,0.001059278,0.001223909,0.002169007],"category_scores_gemma":[0.01223699,0.0009388739,0.0185947,0.002569158,0.0003888788,0.0008177602,0.001451642,0.001167091,0.0002402137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005337442,"about_ca_system_score_gemma":0.0006100798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007168301,"about_ca_topic_score_gemma":0.006914056,"domain_scores_codex":[0.9911672,0.005164744,0.0007207494,0.0015788,0.0009427349,0.0004256812],"domain_scores_gemma":[0.9894351,0.005688806,0.002325181,0.001583689,0.0006456456,0.0003215531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.0940395,0.000347562,0.3294915,0.004234443,0.5448282,0.0002281039,0.0001677272,0.003342865,0.001068721,0.0001711401,0.004026657,0.01805353],"study_design_scores_gemma":[0.006807758,0.004606825,0.6106598,0.0004232696,0.3681275,0.0002420163,0.0001891817,0.005368442,0.000619119,0.0004147633,0.002427519,0.0001138787],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361943,0.03665719,0.005248682,0.0002965655,0.0003856063,0.0004609023,0.01859619,0.000262085,0.001898498],"genre_scores_gemma":[0.9877521,0.00254141,0.001448671,0.0002114106,0.0002206703,0.0005198036,0.00649128,0.00004165995,0.0007729901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341364,"threshold_uncertainty_score":0.07093894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820050576442322,"score_gpt":0.3244254539490148,"score_spread":0.3062249481845916,"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."}}