{"id":"W4409332233","doi":"10.14814/phy2.70275","title":"Mechanistic evaluation of ertugliflozin in patients with type 2 diabetes and heart failure","year":2025,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; Ottawa Hospital; University Health Network","funders":"Merck Canada","keywords":"Medicine; Internal medicine; Endocrinology; Heart failure; Placebo; Supine position; Excretion; Extracellular fluid; Blood pressure; Chemistry; Extracellular","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001290731,0.0003839135,0.001527583,0.000200643,0.0001541632,0.0004971742,0.0003095466,0.0004893608,0.0009158826],"category_scores_gemma":[0.0009123594,0.0002262289,0.0006508332,0.0002343985,0.0002331894,0.0004332266,0.000228374,0.0006955151,0.00008518388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003053006,"about_ca_system_score_gemma":0.0003321002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003826242,"about_ca_topic_score_gemma":0.0009873554,"domain_scores_codex":[0.9996384,0.0001914575,0.00003477299,0.00004895376,0.00004156269,0.00004477268],"domain_scores_gemma":[0.9996,0.00009329493,0.0001433027,0.00002716529,0.00002813267,0.0001080602],"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":[0.5848729,0.01457761,0.1072663,0.00144407,0.003131689,0.0003221992,0.0002990435,0.001326148,0.03963787,0.0002789149,0.0007736164,0.2460695],"study_design_scores_gemma":[0.1375949,0.3649376,0.4779966,0.0001920472,0.003565629,0.0006560551,0.0003250295,0.003150718,0.006363277,0.0003664767,0.004782005,0.00006981109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927752,0.006267893,0.0001702313,0.0001574295,0.00002637445,0.00008139876,0.00006920964,0.00001129304,0.0004409963],"genre_scores_gemma":[0.9970278,0.001845187,0.0004713076,0.0002103702,0.00005838617,0.00009154563,0.0001137565,0.00000155748,0.0001801098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001527583,"threshold_uncertainty_score":0.006826103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613094152398679,"score_gpt":0.2725499891034067,"score_spread":0.2564190475794199,"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."}}