{"id":"W4321230315","doi":"10.3390/medicina59020388","title":"SGLT2 Inhibitors: The Next Blockbuster Multifaceted Drug?","year":2023,"lang":"en","type":"review","venue":"Medicina","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Diabetes mellitus; Clinical trial; Stroke (engine); Intensive care medicine; Disease; Adverse effect; Heart failure; Dialysis; Drug class; Drug; Internal medicine; Pharmacology; Endocrinology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005582201,0.0005868764,0.001893206,0.0003252075,0.0001139077,0.0000488185,0.0003102272,0.0002149118,0.000328613],"category_scores_gemma":[0.0001724288,0.0002920392,0.0006167266,0.0007074465,0.0001630928,0.00004920069,0.0002394581,0.0005621992,0.003610336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046913,"about_ca_system_score_gemma":0.0001536641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004923572,"about_ca_topic_score_gemma":0.00001939793,"domain_scores_codex":[0.9974489,0.0001334014,0.000697194,0.0005413423,0.000636956,0.0005421957],"domain_scores_gemma":[0.99813,0.0003694686,0.0002694424,0.0009743873,0.00005554584,0.0002011552],"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":[0.000004161313,0.0000795922,0.000006307223,0.01239712,0.0008680078,0.000190833,0.0002672828,6.622435e-8,1.062692e-7,0.00001204941,0.1985454,0.787629],"study_design_scores_gemma":[0.0008515842,0.0001266882,0.00001102836,0.02961238,0.007018361,0.0000184374,0.000310706,0.00001298052,0.000001049919,0.000009939729,0.9617887,0.0002381179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003290755,0.9863489,0.000001978106,0.00175599,0.00141198,0.003148284,0.000009311176,0.0003302621,0.006960351],"genre_scores_gemma":[0.00001486668,0.9212044,0.00003533484,0.0005859065,0.00141759,0.0003361214,0.0003174836,0.0001346414,0.07595368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7873909,"threshold_uncertainty_score":0.9999532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0989961047689478,"score_gpt":0.3500799604359122,"score_spread":0.2510838556669643,"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."}}