{"id":"W4416865067","doi":"10.1681/asn.20258gwm7qaq","title":"Treatment Strategies in De Novo and Recurrent Hyperkalemia: TRACK Study Insights","year":2025,"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 Manitoba","funders":"","keywords":"Track (disk drive); Fast track; MEDLINE; Kidney disease","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":[0.003610688,0.0002466958,0.000528596,0.0006932423,0.000406726,0.001275905,0.0004774926,0.0007032244,0.00209918],"category_scores_gemma":[0.004990448,0.0002213592,0.001354221,0.001309058,0.0002669661,0.001249217,0.0009166936,0.0005100248,0.0003292886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007909788,"about_ca_system_score_gemma":0.001273368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006645518,"about_ca_topic_score_gemma":0.007461173,"domain_scores_codex":[0.9986732,0.000500527,0.0001968884,0.0002669739,0.0001825222,0.0001798922],"domain_scores_gemma":[0.9961807,0.0006443363,0.00216824,0.0003641771,0.0002910781,0.000351632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002857496,0.0004647356,0.9804927,0.000172766,0.0006844663,0.00007493174,0.0004862604,0.0001197619,0.0001289612,0.0001616233,0.0007417139,0.01361457],"study_design_scores_gemma":[0.0008324635,0.00295222,0.9892168,0.0002459746,0.0007645815,0.0006745578,0.0009190098,0.0007894778,0.0002007624,0.0002879601,0.00308684,0.00002934231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943532,0.001676586,0.0004241962,0.0002371633,0.000019201,0.00008005058,0.001782484,0.000008834134,0.001418269],"genre_scores_gemma":[0.9962209,0.0005159345,0.0005404021,0.000265519,0.00005150493,0.00008402663,0.001882705,0.000007640456,0.0004313391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006645518,"threshold_uncertainty_score":0.01909536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291440330279279,"score_gpt":0.303217682316212,"score_spread":0.2903032790134192,"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."}}