{"id":"W4403841898","doi":"10.1681/asn.2024jfb7k4p7","title":"Cardiorenal Outcomes in Patients with IgAN: The FinnGen Study","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Cardiorenal syndrome; Intensive care medicine; Internal medicine; 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":[0.001618576,0.0006015174,0.0006831654,0.0006921781,0.0008785005,0.001008299,0.0008328747,0.0009569924,0.0008511344],"category_scores_gemma":[0.001173297,0.0002938969,0.0009916561,0.0009800269,0.0004178988,0.000589844,0.0007263113,0.0006933513,0.0001723236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007137291,"about_ca_system_score_gemma":0.000597205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090971,"about_ca_topic_score_gemma":0.0149911,"domain_scores_codex":[0.9994594,0.0001190348,0.00005886252,0.0001656985,0.00008020532,0.0001167543],"domain_scores_gemma":[0.9991787,0.0001139642,0.000315579,0.0001095141,0.00006185738,0.0002204397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007785429,0.00009571717,0.9971444,0.00003651082,0.0002822991,0.0001435414,0.0001240619,0.00005279334,0.0001292052,0.00004537553,0.0001528104,0.001014734],"study_design_scores_gemma":[0.00009589151,0.0002304439,0.9983178,0.00004390841,0.0002785918,0.0002106062,0.0001907793,0.0001473372,0.0000500583,0.00006041928,0.0003630294,0.00001123104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981174,0.0008103983,0.00004426289,0.00005095512,0.00001436247,0.00001215573,0.0005428144,0.000002003714,0.0004055616],"genre_scores_gemma":[0.9988733,0.0001893111,0.00005238557,0.00004620366,0.00001579272,0.00001325825,0.0006864991,9.919157e-7,0.0001222164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090971,"threshold_uncertainty_score":0.0216924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008328391814496959,"score_gpt":0.2642048556445221,"score_spread":0.2558764638300251,"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."}}