{"id":"W4416448626","doi":"10.1016/j.cardfail.2025.11.489","title":"Time-to-First Clinical Benefit of Glucagon-Like Peptide-1 Receptor Agonists in Heart Failure","year":2025,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Heart failure; Receptor; Agonist; B2 receptor","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":[0.001112772,0.0005921301,0.0024301,0.0002981079,0.0002314694,0.0009668445,0.0002240207,0.0008379419,0.002871778],"category_scores_gemma":[0.002606029,0.000167546,0.001532084,0.0002166324,0.0002081465,0.0006580672,0.0002785173,0.001702572,0.0003553675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004242413,"about_ca_system_score_gemma":0.0005085505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005735986,"about_ca_topic_score_gemma":0.001241256,"domain_scores_codex":[0.9996358,0.0001372433,0.00003128291,0.00004115349,0.00004639676,0.0001080946],"domain_scores_gemma":[0.9981967,0.0007609081,0.0002142308,0.00005495437,0.0000686212,0.0007046708],"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":[0.7890987,0.00353767,0.03505863,0.00114082,0.003407607,0.0006973576,0.00008331355,0.002693631,0.01269326,0.0006169591,0.002500878,0.1484712],"study_design_scores_gemma":[0.1009661,0.2037699,0.6659716,0.0006901401,0.008018251,0.001273067,0.0003585674,0.004876698,0.004897011,0.002060056,0.006907236,0.0002113812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577736,0.03282424,0.0004120764,0.0009899558,0.0006364792,0.0001156228,0.0008652555,0.0000600834,0.006322667],"genre_scores_gemma":[0.9942562,0.003246798,0.0001551668,0.0005865481,0.0004899583,0.00003574229,0.000588429,0.000005465889,0.0006356887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002871778,"threshold_uncertainty_score":0.009607077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009395386346963052,"score_gpt":0.2814274495778007,"score_spread":0.2720320632308377,"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."}}