{"id":"W4400691617","doi":"10.1161/circresaha.124.324706","title":"Glucagon Receptor Antagonist for Heart Failure With Preserved Ejection Fraction","year":2024,"lang":"en","type":"article","venue":"Circulation Research","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"National Heart, Lung, and Blood Institute","keywords":"Heart failure; Ejection fraction; Heart failure with preserved ejection fraction; Pressure overload; Internal medicine; Medicine; Cardiology; Diabetes mellitus; Pathogenesis; Pathological; Diastole; Muscle hypertrophy; Endocrinology; Blood pressure; Cardiac hypertrophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00109112,0.0001112125,0.0001919361,0.000426845,0.0003158064,0.0001997505,0.00003909577,0.00015441,0.0005157136],"category_scores_gemma":[0.0002027268,0.00008675829,0.0002226923,0.0008040185,0.00008052732,0.0002528212,0.00001491499,0.0004446462,0.0002752079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003369762,"about_ca_system_score_gemma":0.0002498072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001525241,"about_ca_topic_score_gemma":0.00004094667,"domain_scores_codex":[0.9982135,0.0001411699,0.0001767231,0.0004200902,0.0007651645,0.0002833082],"domain_scores_gemma":[0.9987718,0.0001879076,0.0000183439,0.0003235,0.0005567557,0.0001416978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002661059,0.000382443,0.4988235,0.002254101,0.001331444,0.00002842749,0.0003522834,0.001904793,0.2294921,0.001506763,0.2439931,0.01727011],"study_design_scores_gemma":[0.001302657,0.000388794,0.1955454,0.0002473893,0.0001019692,0.00007480456,0.0006718333,0.01167842,0.009355241,0.0001006112,0.7803656,0.0001672593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487869,0.0006542813,0.03766319,0.007044953,0.0009456247,0.002583316,0.00002481346,0.0004824614,0.00181444],"genre_scores_gemma":[0.9960527,0.00004616955,0.0005810985,0.00004212207,0.0007928545,0.0001882923,0.0003114314,0.00004638913,0.00193888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5363725,"threshold_uncertainty_score":0.5646702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05822527484364991,"score_gpt":0.3631476328202495,"score_spread":0.3049223579765996,"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."}}