{"id":"W2313182188","doi":"10.1177/1060028016641427","title":"Evaluation of Sodium Polystyrene Sulfonate Dosing Strategies in the Inpatient Management of Hyperkalemia","year":2016,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Kingston General Hospital; University of Toronto","funders":"","keywords":"Dosing; Medicine; Hyperkalemia; Polystyrene sulfonate; Intensive care medicine; Sodium; Emergency medicine; Pharmacology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001230298,0.00009352502,0.0001987149,0.0001378376,0.00001336657,0.000002472072,0.0001085999,0.00004343511,0.0001620379],"category_scores_gemma":[0.000007247761,0.00004989871,0.00008642117,0.0002106762,0.00009984848,0.00008313026,0.000009274866,0.00005558925,0.000001510706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001319579,"about_ca_system_score_gemma":0.00009079094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006288804,"about_ca_topic_score_gemma":0.000003008522,"domain_scores_codex":[0.9985695,0.0001623476,0.0003736738,0.0001114142,0.0006394633,0.0001435366],"domain_scores_gemma":[0.9993104,0.0000461781,0.0002116322,0.0001680467,0.0002391612,0.00002458345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005350828,0.0005288407,0.001478154,0.0001577217,0.0003792279,0.000002854332,0.001251319,0.000095884,0.7797891,0.0006223679,0.0004884499,0.2146709],"study_design_scores_gemma":[0.00894871,0.0004060699,0.02268331,0.0006936453,0.0003186275,0.000002646951,0.00153891,0.0003355014,0.9611571,0.003017332,0.0007913578,0.0001068316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862323,0.004822593,0.00004844762,0.002452139,0.00007333003,0.0004240314,0.000009203532,0.000005987909,0.005931948],"genre_scores_gemma":[0.9919729,0.007598555,0.00004980705,0.0002969133,0.0000158326,0.00001533259,0.000002880242,0.000009362731,0.00003837161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2145641,"threshold_uncertainty_score":0.203481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09449045309564601,"score_gpt":0.4083489640269582,"score_spread":0.3138585109313122,"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."}}