{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008101382,0.0007532825,0.001679548,0.0009809036,0.005832128,0.007535331,0.001550591,0.0673425,0.01147793],"category_scores_gemma":[0.04113255,0.0008576633,0.001217823,0.0009513697,0.004233619,0.006321172,0.002571295,0.04373557,0.007696798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005760673,"about_ca_system_score_gemma":0.01066254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01474924,"about_ca_topic_score_gemma":0.02644868,"domain_scores_codex":[0.9945723,0.002122574,0.0006429057,0.0004787788,0.001423523,0.0007597256],"domain_scores_gemma":[0.9782557,0.01331094,0.001139113,0.0004944691,0.0030276,0.003772216],"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":[0.00005179687,0.00003143224,0.0007774656,0.00003085455,0.000009685936,0.0005047085,0.0001016612,0.0000302858,0.00007968433,0.005985351,0.9864179,0.005979093],"study_design_scores_gemma":[0.0001320321,0.0000562018,0.002490583,0.000439681,0.0000288508,0.001002315,0.0006168297,0.000498302,0.0001218341,0.02015476,0.9743735,0.00008524651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001913221,0.0008931872,0.00004180647,0.9871674,0.00828076,0.000006880725,0.00004921864,0.000008317765,0.003361093],"genre_scores_gemma":[0.003267126,0.0008911686,0.0001636803,0.9547721,0.03187078,0.00002964568,0.00002861345,0.00001849071,0.00895849],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0673425,"threshold_uncertainty_score":0.04284477,"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."}}