{"id":"W2948407021","doi":"10.1111/jch.13563","title":"Prescription of renin‐angiotensin‐aldosterone system inhibitors (RAASi) and its determinants in patients with advanced CKD under nephrologist care","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Hypertension","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Janssen Pharmaceuticals; Medical Research Council; European Renal Association-European Dialysis and Transplant Association; Chulalongkorn University; Institut National de la Santé et de la Recherche Médicale; National Institute for Health and Care Research; National Research Council of Thailand; Agence Nationale de la Recherche; King Chulalongkorn Memorial Hospital; MSD France; Sanofi; National Health and Medical Research Council; Fresenius Medical Care North America; AstraZeneca; Eli Lilly and Company; GlaxoSmithKline; Otsuka Pharmaceutical; Japan Agency for Medical Research and Development; Cancer Care Ontario; Thailand Research Fund; Amgen","keywords":"Medicine; Medical prescription; Kidney disease; Heart failure; Internal medicine; Diabetes mellitus; Hyperkalemia; Nephrology; Cardiology; Endocrinology; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005065693,0.00009625374,0.0001874244,0.0005146159,0.0001900609,0.0004156437,0.0001909439,0.0002467461,0.001101919],"category_scores_gemma":[0.002607609,0.000113248,0.0002900203,0.001025745,0.0001630875,0.0002833677,0.0002758779,0.0003481003,0.00009813131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003572902,"about_ca_system_score_gemma":0.0004869319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01908601,"about_ca_topic_score_gemma":0.02744708,"domain_scores_codex":[0.9996524,0.00008577953,0.00006479007,0.00005978722,0.0000744663,0.00006276638],"domain_scores_gemma":[0.9981845,0.0003379739,0.00109276,0.00006640709,0.0001253681,0.0001930112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001081781,0.000007482402,0.9992917,0.00000437345,0.00001257437,0.00001042019,0.00002333124,0.00001271788,0.00002020698,0.000009253837,0.00002813257,0.0005690049],"study_design_scores_gemma":[0.000001596514,0.00001879879,0.9995238,0.000006503599,0.00001418459,0.00008702516,0.00009436595,0.0001355647,0.00001432897,0.00001191509,0.00009081657,0.000001170429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989396,0.0003044631,0.00004656633,0.00009484016,0.000002678115,0.000004383888,0.0002839922,0.00000183988,0.000321759],"genre_scores_gemma":[0.9996555,0.0001151235,0.00004570183,0.00002007668,0.000003396739,0.00000223693,0.0001156658,5.301727e-7,0.00004166865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01908601,"threshold_uncertainty_score":0.0379498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858341746412047,"score_gpt":0.2861258499081916,"score_spread":0.2675424324440711,"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."}}