{"id":"W4404322569","doi":"10.1161/circ.150.suppl_1.4137991","title":"Abstract 4137991: Association of the 2022 AHA/ACC/HFSA Heart Failure Staging and Cardiovascular and Kidney Outcomes in Patients with Diabetes and Kidney Disease: A Secondary Analysis of the SCORED Trial","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Heart failure; Diabetes mellitus; Kidney disease; Internal medicine; Disease; Kidney; Cardiology; 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":[0.002937575,0.001362486,0.002241611,0.0003736764,0.0003156165,0.001505503,0.0005733591,0.001173142,0.0108938],"category_scores_gemma":[0.003437267,0.0003069075,0.003666287,0.0004279679,0.0005435713,0.0008698886,0.0005479633,0.002322571,0.001134112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003956246,"about_ca_system_score_gemma":0.0008657942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079843,"about_ca_topic_score_gemma":0.002227462,"domain_scores_codex":[0.9986227,0.0008347086,0.0001023475,0.000175932,0.0001049168,0.0001594335],"domain_scores_gemma":[0.9976482,0.0008635237,0.0005929401,0.000251281,0.0002509245,0.0003930826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9705072,0.001429145,0.006019726,0.001275569,0.006123069,0.00003360536,0.00002565831,0.0004450663,0.001295904,0.0002255279,0.0039814,0.008638152],"study_design_scores_gemma":[0.8971608,0.04573371,0.04379019,0.0002295071,0.008171028,0.00005554131,0.00004379306,0.001477384,0.0004833167,0.0006888893,0.002116693,0.00004902607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669282,0.00625436,0.0008619566,0.001695033,0.001078221,0.00273022,0.01288169,0.0001331631,0.007437202],"genre_scores_gemma":[0.9783151,0.001280945,0.0009428514,0.001359393,0.001287756,0.002682042,0.009881437,0.00003000991,0.004220488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108938,"threshold_uncertainty_score":0.03644335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004834595991371654,"score_gpt":0.2042215639827998,"score_spread":0.1993869679914281,"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."}}