{"id":"W4224221199","doi":"10.1177/08968608221093854","title":"Burden of kidney disease and the burden of proof","year":2022,"lang":"en","type":"letter","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Burden of proof; Kidney disease; Intensive care medicine; Disease; Burden of disease; Disease burden; Dialysis; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003844497,0.0002694842,0.0008323248,0.0004108227,0.00006922513,0.0000409407,0.0004855618,0.000116008,0.003975532],"category_scores_gemma":[0.0006505747,0.0001800937,0.0008036565,0.0002228004,0.0004937059,0.0000467186,0.000487572,0.000518713,0.000005615298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008605952,"about_ca_system_score_gemma":0.0002622394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007755532,"about_ca_topic_score_gemma":0.000001046484,"domain_scores_codex":[0.9969016,0.0001920482,0.0007100906,0.0004376828,0.001569872,0.0001886669],"domain_scores_gemma":[0.9984041,0.0001613504,0.000502567,0.0005262916,0.0002061596,0.0001995158],"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":[0.001746143,0.0001969826,0.0002291424,0.0009550767,0.006542714,0.0002490953,0.001508464,0.0003462288,0.0001390772,0.0008539621,0.9848666,0.002366577],"study_design_scores_gemma":[0.002436246,0.00007402906,0.0003063697,0.0002352872,0.004787125,0.0000057478,0.0001985945,0.005496595,0.00004683202,0.0004687741,0.9857318,0.0002125366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003945673,0.0009968481,0.00004453447,0.9775359,0.0007839258,0.0008704308,0.001086925,0.00001986701,0.01471587],"genre_scores_gemma":[0.5758852,0.00168658,0.0003688206,0.3271384,0.02618222,0.001152037,0.01562352,0.000197614,0.05176564],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6503975,"threshold_uncertainty_score":0.996935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099207981650384,"score_gpt":0.2603826143943953,"score_spread":0.2493905345778914,"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."}}