{"id":"W4380625649","doi":"10.1093/ndt/gfad063b_3664","title":"#3664 EVALUATION OF THE INTRODUCTION OF NOVEL POTASSIUM BINDERS IN ROUTINE CARE: THE STOCKHOLM CREATININE MEASUREMENTS (SCREAM) PROJECT","year":2023,"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":"McMaster University","funders":"Karolinska Institutet; Universiteit Leiden; Leids Universitair Medisch Centrum; McMaster University; Brigham and Women's Hospital","keywords":"Medicine; Hyperkalemia; Confidence interval; Odds ratio; Renal function; Medical prescription; Creatinine; Internal medicine; Logistic regression; Observational study; Urology; 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":[0.01322983,0.0007780775,0.0008103916,0.001628002,0.000585524,0.002288695,0.001174935,0.0006969862,0.002448601],"category_scores_gemma":[0.02932659,0.000420577,0.001473457,0.001726412,0.0004452649,0.0009186224,0.002558055,0.0008744469,0.001278803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811095,"about_ca_system_score_gemma":0.005681455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007455253,"about_ca_topic_score_gemma":0.006475188,"domain_scores_codex":[0.9873307,0.006887533,0.001801888,0.001308738,0.002039021,0.000632207],"domain_scores_gemma":[0.961459,0.009662304,0.0173863,0.001764974,0.006246716,0.003480722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002236861,0.0004803074,0.9589422,0.0003461559,0.0003956562,0.0001257426,0.0003401854,0.0002507448,0.0001540065,0.0001613458,0.004928123,0.03163861],"study_design_scores_gemma":[0.001154627,0.005034379,0.9748024,0.0007095589,0.0008189103,0.0005282529,0.001280504,0.001837628,0.001098007,0.0002230493,0.01244654,0.00006611158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823081,0.002203337,0.0009695087,0.001494292,0.0001657174,0.0004230605,0.007810027,0.0001325674,0.004493312],"genre_scores_gemma":[0.9862905,0.0009748305,0.003177127,0.0007380055,0.0002471728,0.0006524937,0.006169247,0.00008252459,0.001668025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322983,"threshold_uncertainty_score":0.06996685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04857985402360384,"score_gpt":0.3105205934472344,"score_spread":0.2619407394236306,"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."}}