{"id":"W7127593371","doi":"10.1093/eurheartj/ehaf784.1251","title":"Real-world outcomes and safety of low- vs. standard-dose SGLT2 inhibitors in heart failure","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; University Health Network","funders":"","keywords":"Empagliflozin; Dapagliflozin; Canagliflozin; Propensity score matching; Dosing; Heart failure; Adverse effect; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003239664,0.0002589365,0.0004039659,0.0005561647,0.0005982721,0.000941949,0.0006692774,0.00041731,0.001146061],"category_scores_gemma":[0.008693458,0.0001597537,0.0009310073,0.001139913,0.0005750887,0.0004485201,0.0005671643,0.0004551258,0.0000989538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003693492,"about_ca_system_score_gemma":0.002314226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.100944,"about_ca_topic_score_gemma":0.1102689,"domain_scores_codex":[0.9969743,0.001020926,0.0003499186,0.0007704758,0.0005199194,0.0003643634],"domain_scores_gemma":[0.9900575,0.001674825,0.005615519,0.0006779432,0.001056744,0.0009174641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001423319,0.0000774038,0.99485,0.00008305212,0.0003818347,0.00002396383,0.00005689383,0.0002519459,0.00006914005,0.00006895028,0.000501211,0.00221224],"study_design_scores_gemma":[0.0001722681,0.0003834068,0.9973254,0.00003809695,0.0002591969,0.00005276446,0.00009406049,0.001027262,0.00008618242,0.00008449801,0.0004652269,0.00001156562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993641,0.0006828554,0.0002126795,0.0001281697,0.00001594589,0.0000398734,0.004835021,0.000005568036,0.000438834],"genre_scores_gemma":[0.9981405,0.0000771481,0.00009938033,0.00004219972,0.0000142863,0.00002687145,0.001544955,0.000001041691,0.00005371464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.100944,"threshold_uncertainty_score":0.2007129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341975563571293,"score_gpt":0.2870325663502176,"score_spread":0.2736128107145047,"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."}}