{"id":"W4220885288","doi":"10.1177/20543581221084501","title":"Urinary Potassium Excretion and Progression From Advanced CKD to Kidney Failure","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Sodium Intake and Health","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Quartile; Kidney disease; Hazard ratio; Internal medicine; Excretion; Urinary system; Proportional hazards model; Urology; Endocrinology; Confidence interval","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":[0.0003120063,0.0001488776,0.0002613743,0.0003272716,0.0009835477,0.00006034684,0.0001226464,0.00003782833,0.000268093],"category_scores_gemma":[0.003414608,0.0001471899,0.00005147289,0.0001874317,0.00005204701,0.0001772303,0.0000292815,0.0003839246,0.000003240278],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004355992,"about_ca_system_score_gemma":0.02201248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004057683,"about_ca_topic_score_gemma":0.000498973,"domain_scores_codex":[0.9983744,0.0002168305,0.000405928,0.0002412269,0.0002553998,0.0005061857],"domain_scores_gemma":[0.9419053,0.00003363737,0.0002387955,0.0001530725,0.00007334023,0.05759581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001865987,0.00006355752,0.06585584,0.0002704355,0.000009073141,0.0002823008,0.002878186,0.000006586087,0.00005229682,0.00007585741,0.9064362,0.0222037],"study_design_scores_gemma":[0.002031055,0.002338198,0.02573746,0.0004956561,0.00004040271,0.0001454789,0.002233721,0.00005163844,0.000009826964,0.00179409,0.9648811,0.0002414166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3955276,0.00749989,0.0000205086,0.5937273,0.001523309,0.000479645,0.001103109,0.00001594564,0.000102682],"genre_scores_gemma":[0.7114307,0.00007485401,0.0008491688,0.2869249,0.0004342483,0.00002119949,0.0001946825,0.00002770896,0.00004252086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3159031,"threshold_uncertainty_score":0.9835318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171695934407516,"score_gpt":0.285489669191738,"score_spread":0.2737727098476628,"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."}}