{"id":"W3095185098","doi":"10.1177/2054358120965838","title":"Polysulfonate Resins in Hyperkalemia: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Canadian Journal of Kidney Health and Disease","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Hyperkalemia; Medicine; Randomized controlled trial; Observational study; Cochrane Library; Systematic review; Polystyrene sulfonate; Adverse effect; Hyponatremia; Meta-analysis; Internal medicine; Intensive care medicine; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005111484,0.0003305327,0.003604214,0.000632864,0.00008652849,0.00002297622,0.0001587478,0.0001820705,0.00004524841],"category_scores_gemma":[0.03361098,0.0002273072,0.0005116716,0.0005378517,0.00007340628,0.00005535057,0.00001009635,0.0009524813,0.00002255357],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004999972,"about_ca_system_score_gemma":0.2413192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006778307,"about_ca_topic_score_gemma":0.0001912441,"domain_scores_codex":[0.9970144,0.0003615124,0.001679731,0.0002267772,0.0002315255,0.0004860325],"domain_scores_gemma":[0.9289704,0.00006492517,0.0009410599,0.0002575892,0.00008280144,0.06968325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001559436,0.000015893,0.00002110446,0.8213962,0.00009101031,0.002752616,0.00004422594,1.125983e-8,1.346137e-9,0.000025869,0.159285,0.01635242],"study_design_scores_gemma":[0.0003575073,0.00007456788,0.000001114622,0.4922559,0.001792229,0.0005860189,0.00001763065,6.350922e-7,3.127999e-10,0.00001456883,0.5048065,0.00009338707],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.472102e-7,0.9279257,9.304812e-7,0.0698582,0.000194317,0.001547305,0.0002179275,0.000004803271,0.000250536],"genre_scores_gemma":[0.000002887469,0.8924916,0.00001450043,0.1071333,0.00009532014,0.00001920178,0.00007737137,0.00003589389,0.0001299744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3455215,"threshold_uncertainty_score":0.9745293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538682357498986,"score_gpt":0.3232147316209909,"score_spread":0.2978279080460011,"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."}}