{"id":"W4402575583","doi":"10.14341/probl13336","title":"Highly selective sodium-glucose co-transporter type 2 inhibitor empagliflozin as means of brain protection in conditions of chronic brain dyscirculation","year":2024,"lang":"en","type":"article","venue":"Problems of Endocrinology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empagliflozin; Transporter; Chemistry; Pharmacology; Type 2 diabetes; Medicine; Endocrinology; Diabetes mellitus; Biochemistry; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001344109,0.000147826,0.0003942947,0.0005704068,0.00001793044,0.000003914283,0.00005812062,0.00008567803,0.0001319332],"category_scores_gemma":[0.00005807741,0.0001381135,0.0000946582,0.0004718923,0.000152055,0.0001132207,0.00001844332,0.0001634747,0.00002193309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676893,"about_ca_system_score_gemma":0.0001721181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003172771,"about_ca_topic_score_gemma":0.0003429251,"domain_scores_codex":[0.9987376,0.00006281691,0.0004940516,0.0002783705,0.0001634267,0.0002637011],"domain_scores_gemma":[0.9994343,0.00008612435,0.0001363621,0.0001781419,0.0001293591,0.00003572003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000351116,0.001418484,0.01595107,0.004038285,0.001155453,0.0000788473,0.001934444,0.0005779004,0.9372023,0.02091689,0.001848303,0.01452692],"study_design_scores_gemma":[0.006266098,0.007682105,0.07327706,0.001637484,0.0005853718,0.00005078293,0.0002027807,0.00154956,0.888344,0.008936894,0.01115237,0.0003154913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905933,0.001394538,0.0002331589,0.002608965,0.000210263,0.001695365,0.00003260961,0.00007381081,0.003157984],"genre_scores_gemma":[0.9989382,0.0001073958,0.00008635915,0.00004568195,0.00004877737,0.0001589322,0.0001592073,0.00002181386,0.0004336037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05732599,"threshold_uncertainty_score":0.5632104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683454321869467,"score_gpt":0.284575063739861,"score_spread":0.2677405205211663,"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."}}