{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003576904,0.0001514417,0.0009084441,0.0001610302,0.00002319953,0.000005472112,0.0000581235,0.0003238661,0.000004091815],"category_scores_gemma":[0.0002144803,0.00009063069,0.0001398954,0.0001323096,0.00008147852,0.0001660411,0.00003837366,0.0004679146,0.000004260718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004255159,"about_ca_system_score_gemma":0.00009699306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001100493,"about_ca_topic_score_gemma":0.000007705416,"domain_scores_codex":[0.9978828,0.0001280137,0.001208737,0.0002057036,0.0003940612,0.0001807307],"domain_scores_gemma":[0.9981085,0.0001368716,0.00079503,0.000172697,0.0006258662,0.0001610482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008199533,0.0005292499,0.9730592,0.0002527779,0.0001063804,0.000141469,0.0001582287,0.0001514417,0.003955351,0.000003957428,0.0001410503,0.0133013],"study_design_scores_gemma":[0.01597358,0.005674186,0.9736216,0.002565729,0.0002638997,0.0001532678,0.0005825479,0.0004539533,0.0004928351,0.000003610915,0.0001012038,0.0001135999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968796,0.001694261,0.000004498676,0.0003192954,0.0006696365,0.0003713028,0.000002012135,0.000008425731,0.00005100564],"genre_scores_gemma":[0.9991724,0.0002420844,0.0002545835,0.0002125755,0.00006369546,5.226943e-7,0.000003625142,0.00001907048,0.00003136644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0131877,"threshold_uncertainty_score":0.3695812,"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."}}