{"id":"W4403833769","doi":"10.1681/asn.2024bjyvcgfe","title":"Semaglutide Reduced Risks of Major Kidney Outcomes Irrespective of CKD Severity in the FLOW Trial","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Semaglutide; Medicine; Internal medicine; Kidney disease; Urology; Intensive care medicine; Cardiology; Endocrinology; Diabetes mellitus; Type 2 diabetes","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":[0.002049289,0.0005990246,0.001509257,0.0002475485,0.0002289114,0.0006411066,0.0002845115,0.0007997425,0.002210297],"category_scores_gemma":[0.002381685,0.000198553,0.001893548,0.0002057124,0.0003328105,0.000431642,0.0002536026,0.001215323,0.0002086019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003310156,"about_ca_system_score_gemma":0.0004753458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007358087,"about_ca_topic_score_gemma":0.001651368,"domain_scores_codex":[0.9994298,0.0003287991,0.00003893251,0.00007408814,0.00005176731,0.00007648706],"domain_scores_gemma":[0.9992131,0.0002294536,0.0002956676,0.00004776874,0.0000678266,0.0001461885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9297479,0.001608525,0.01630154,0.001604657,0.004581123,0.00007680583,0.0000596245,0.0009692528,0.002065335,0.0003212588,0.003160205,0.03950377],"study_design_scores_gemma":[0.7916988,0.0776012,0.1085161,0.0006840142,0.01223246,0.000329759,0.00007884677,0.002403781,0.001557529,0.001116209,0.003721074,0.0000601848],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831879,0.01146384,0.0003127286,0.0008686039,0.0002471347,0.0003132166,0.001089586,0.00006151071,0.002455404],"genre_scores_gemma":[0.9930279,0.00279234,0.0005125959,0.0007716247,0.0003983516,0.0004078663,0.001002675,0.000007892993,0.001078748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002210297,"threshold_uncertainty_score":0.01083779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03627022427261408,"score_gpt":0.3442122897208973,"score_spread":0.3079420654482833,"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."}}