{"id":"W4394783940","doi":"10.31083/j.fbl2904145","title":"Progenitor Cell Function and Cardiovascular Remodelling Induced by SGLT2 Inhibitors","year":2024,"lang":"en","type":"article","venue":"Frontiers in Bioscience-Landmark","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Progenitor cell; Medicine; Diabetes mellitus; Stem cell; Vascular remodelling in the embryo; Internal medicine; Endocrinology; Cancer research; Bioinformatics; Cell biology; Biology","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":[0.0004180147,0.0001702496,0.0002662831,0.0003134473,0.00007672855,0.0000996985,0.00007065388,0.00009110387,0.000006218237],"category_scores_gemma":[0.00001323206,0.0001356645,0.0001199978,0.0005657502,0.00008068779,0.0001957603,0.00004715388,0.0001402201,0.00001171172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166265,"about_ca_system_score_gemma":0.00004836676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003424245,"about_ca_topic_score_gemma":0.000001080793,"domain_scores_codex":[0.9985844,0.00003039612,0.0001895152,0.0005243429,0.0003509951,0.0003203342],"domain_scores_gemma":[0.9996033,0.00001146013,0.00002114722,0.0002223862,0.00001874597,0.00012294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003298997,0.0006720945,0.3463763,0.001320046,0.001145057,0.0002156881,0.001225832,0.00006885135,0.04200829,0.0001238468,0.2062953,0.4002188],"study_design_scores_gemma":[0.01137844,0.003419142,0.03416282,0.002038667,0.003581793,0.00003271981,0.004137868,0.07412039,0.05442987,0.002763363,0.8077175,0.002217461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637229,0.02133738,0.005882622,0.0002762442,0.003703609,0.0008092285,0.000006243305,0.0001384037,0.004123308],"genre_scores_gemma":[0.9950309,0.0006701769,0.002689153,0.00008814681,0.0001700472,0.00004262599,0.00002196853,0.00001960818,0.001267377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6014222,"threshold_uncertainty_score":0.553224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009422401437946563,"score_gpt":0.2060370093117566,"score_spread":0.19661460787381,"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."}}