{"id":"W4406315151","doi":"10.1016/s2213-8587(24)00317-6","title":"Halving heart failure outcomes by finerenone-mediated type 2 diabetes prevention","year":2025,"lang":"en","type":"letter","venue":"The Lancet Diabetes & Endocrinology","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Type 2 diabetes; MEDLINE; Diabetes mellitus; Heart failure; Intensive care medicine; Internal medicine; Endocrinology","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":[0.002886188,0.0007703108,0.002180272,0.0007653878,0.001789036,0.002074023,0.001058975,0.02147932,0.008869804],"category_scores_gemma":[0.01449922,0.0005034188,0.001625399,0.0004806231,0.001865213,0.002008977,0.00109601,0.02403639,0.007086292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001981902,"about_ca_system_score_gemma":0.002472352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004470871,"about_ca_topic_score_gemma":0.01130708,"domain_scores_codex":[0.9982691,0.0005992465,0.0001814983,0.0001460033,0.0005802764,0.0002239688],"domain_scores_gemma":[0.9937246,0.004067885,0.0002957103,0.0001846679,0.0006834948,0.001043551],"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":[0.0006711583,0.0002086759,0.00145152,0.000226038,0.0001113139,0.001070134,0.00008166165,0.0001013687,0.000531214,0.004353689,0.9259464,0.06524678],"study_design_scores_gemma":[0.003583027,0.000724228,0.007360754,0.001327122,0.0003189828,0.001687202,0.0003416583,0.0008668081,0.0005941376,0.02578346,0.9572908,0.000121835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009215698,0.01145467,0.0001604806,0.945583,0.03587904,0.00001689065,0.0001376743,0.00005246524,0.005794281],"genre_scores_gemma":[0.008475474,0.006343712,0.0003170197,0.8512527,0.1269727,0.00005507317,0.00007204781,0.00002751909,0.006483907],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02147932,"threshold_uncertainty_score":0.02967244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02686828544435493,"score_gpt":0.2878584441497419,"score_spread":0.260990158705387,"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."}}