{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008405763,0.0003367415,0.0006835773,0.0003203123,0.0003930059,0.0001965067,0.0003300998,0.0003120865,0.0000222519],"category_scores_gemma":[0.0006573503,0.0002436134,0.0002108021,0.0001394894,0.0001282097,0.0006035061,0.00007036528,0.0003882125,0.00002063273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304812,"about_ca_system_score_gemma":0.00004082992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008307236,"about_ca_topic_score_gemma":0.008455521,"domain_scores_codex":[0.9967688,0.0006333725,0.0009178809,0.0007502624,0.0006100673,0.0003196264],"domain_scores_gemma":[0.9972169,0.0009423742,0.0006887563,0.0008078564,0.0002339572,0.0001101513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004143197,0.0008519208,0.9785987,0.00002622341,0.001706826,0.000133638,0.009936066,0.00008206782,0.000736818,0.000004930718,0.0001321576,0.003647474],"study_design_scores_gemma":[0.01611958,0.0002314011,0.9747379,0.0001116203,0.004965671,0.00002268781,0.002562847,0.0008046222,0.00009298116,0.000006787023,0.0001272985,0.0002166184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859734,0.00005889546,0.0004843059,0.0110307,0.0006911345,0.000926619,0.0005275852,0.00006888656,0.0002385221],"genre_scores_gemma":[0.9958518,0.0005578012,0.0001292094,0.001099481,0.0002554627,0.00008909995,0.001946063,0.0000305203,0.00004052066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01197638,"threshold_uncertainty_score":0.9982966,"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."}}