{"id":"W4225566808","doi":"10.1093/ckj/sfac077","title":"Prescription patterns of sodium and calcium polystyrene sulfonate in patients with hyperkalemia and chronic kidney disease receiving RAAS inhibitors","year":2022,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seven Oaks General Hospital; University of Manitoba","funders":"Otsuka Canada Pharmaceutical","keywords":"Hyperkalemia; Kidney disease; Medicine; Calcium; Medical prescription; Sodium; Internal medicine; Pharmacology; Intensive care medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006976263,0.0001731544,0.0004176275,0.000191894,0.0001733253,0.00002336754,0.00008495882,0.0001082368,0.0001710128],"category_scores_gemma":[0.0008821246,0.0001317666,0.0001020735,0.0001612449,0.0001689463,0.0001364988,0.0001462323,0.001157967,9.180538e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306386,"about_ca_system_score_gemma":0.000837626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000340369,"about_ca_topic_score_gemma":0.000003178106,"domain_scores_codex":[0.9978891,0.0002690095,0.0008010568,0.0003048262,0.0004279331,0.0003080869],"domain_scores_gemma":[0.997916,0.00008520731,0.0003287573,0.000172742,0.00007873523,0.001418492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001839872,0.0006087753,0.9901474,0.0001383966,0.00008905519,0.00006453946,0.000131475,0.000008765809,0.0002231527,0.000004809973,0.002788496,0.003955247],"study_design_scores_gemma":[0.01525274,0.001482428,0.9786915,0.0006807712,0.0002484463,0.00005914681,0.000116482,0.0002421513,0.00003655498,0.00006176089,0.002955474,0.0001724985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945863,0.00095983,0.00002735181,0.003323565,0.0006291068,0.0002917804,0.00009193712,0.00001351742,0.00007661115],"genre_scores_gemma":[0.9975916,0.0006805772,0.00004121647,0.001192266,0.00019511,0.000008254184,0.00007044375,0.0000272383,0.0001933415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341287,"threshold_uncertainty_score":0.5373288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403737477134744,"score_gpt":0.2753799733403504,"score_spread":0.261342598569003,"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."}}