{"id":"W2618418341","doi":"10.1093/ndt/gfx170.mp385","title":"MP385RENIN-ANGIOTENSIN-ALDOSTERONE SYSTEM INHIBITOR PRESCRIPTION PATTERNS IN HEMODIALYSIS PATIENTS: RESULTS FROM THE INTERNATIONAL DIALYSIS OUTCOMES AND PRACTICE PATTERNS STUDY (DOPPS)","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Medical prescription; Dialysis; Aldosterone; Internal medicine; Intensive care medicine; Renin–angiotensin system; Pharmacology; Blood pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008727001,0.0001927026,0.0002617353,0.0008491158,0.0002020921,0.000586492,0.0004145164,0.0003535286,0.0008472552],"category_scores_gemma":[0.002435551,0.0001852538,0.0005014887,0.001661389,0.0001601593,0.0004997701,0.0007053975,0.0003332492,0.0001602699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003720165,"about_ca_system_score_gemma":0.0003530232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009613628,"about_ca_topic_score_gemma":0.01015778,"domain_scores_codex":[0.9994777,0.0001167582,0.0001262605,0.0001349302,0.00009117321,0.0000532386],"domain_scores_gemma":[0.9978833,0.000251755,0.001284943,0.000120675,0.0002220131,0.0002373638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004432213,0.00001317288,0.9989539,0.00001292229,0.00004940466,0.00001104882,0.00007183284,0.00002376258,0.00003764147,0.000006579301,0.0001031222,0.0006722879],"study_design_scores_gemma":[0.000006187985,0.00002441172,0.9995346,0.000006991933,0.00001915177,0.00005612909,0.0001137976,0.00009862176,0.00001646121,0.000006068727,0.0001157679,0.000001811866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965007,0.0001974244,0.00006462535,0.00005502726,0.000002821834,0.00001418537,0.002882528,0.000002731944,0.0002798988],"genre_scores_gemma":[0.9975795,0.0001016155,0.0000887609,0.00003216372,0.000005697568,0.00001556223,0.002097174,0.000001556637,0.00007800307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009613628,"threshold_uncertainty_score":0.01911533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553860399076986,"score_gpt":0.2683375503182686,"score_spread":0.2527989463274988,"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."}}