{"id":"W4396992901","doi":"10.1681/asn.20213210s1293b","title":"Fatal and Non-Fatal Gastrointestinal Events with Sodium Polystyrene Sulfonate Use in Hemodialysis: DOPPS","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Hemodialysis; Medicine; Internal medicine; Polystyrene sulfonate; Sodium; Sulfonate; Gastroenterology; Intensive care medicine; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003205947,0.0003331593,0.0004035612,0.0009644112,0.0002061896,0.0005309618,0.0004207541,0.0003267166,0.001440686],"category_scores_gemma":[0.006967064,0.0002489625,0.002346603,0.0009683536,0.0002875496,0.0004891941,0.001056834,0.0006561636,0.00008915129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003843344,"about_ca_system_score_gemma":0.0004680337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004166687,"about_ca_topic_score_gemma":0.003995767,"domain_scores_codex":[0.9979043,0.0008500834,0.0002471707,0.0004153172,0.0003831104,0.0001999066],"domain_scores_gemma":[0.9919429,0.001896222,0.004822665,0.000525233,0.000409556,0.0004034296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003586714,0.00001365381,0.9970177,0.00004874903,0.0005130181,0.00004657374,0.0000275059,0.0001586172,0.00003828889,0.00002687798,0.0001018067,0.001648548],"study_design_scores_gemma":[0.00002190001,0.0001817178,0.9979997,0.00003137543,0.0002707876,0.0003427581,0.00008723688,0.0006753189,0.0000724347,0.0001070755,0.0002035063,0.000006083576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966608,0.001307572,0.0005009623,0.0001177008,0.00001193447,0.00001960289,0.001006615,0.000009655098,0.0003652797],"genre_scores_gemma":[0.9988149,0.0002597838,0.0001693809,0.00002191583,0.00001203429,0.000009154243,0.0006379189,0.000002567698,0.00007234552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004166687,"threshold_uncertainty_score":0.01695484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009679162053042128,"score_gpt":0.2402569274943648,"score_spread":0.2305777654413227,"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."}}