{"id":"W4400569777","doi":"10.1007/s11912-024-01577-8","title":"Sodium-Glucose Cotransporter 2 Inhibitors During Cancer Therapy: Benefits, Risks, and Ongoing Clinical Trials","year":2024,"lang":"en","type":"review","venue":"Current Oncology Reports","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Cardiotoxicity; Medicine; Cancer; Diabetes mellitus; Pharmacology; Heart failure; Clinical trial; Intensive care medicine; Randomized controlled trial; Internal medicine; Chemotherapy; Oncology; Bioinformatics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001597972,0.000822116,0.003390291,0.001463845,0.0001999542,0.001187253,0.001083873,0.001312187,0.004280441],"category_scores_gemma":[0.003684644,0.0002926733,0.00179272,0.001816375,0.0002860599,0.0008890862,0.0005346075,0.001485011,0.0006913926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005176695,"about_ca_system_score_gemma":0.001645742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007087542,"about_ca_topic_score_gemma":0.0019614,"domain_scores_codex":[0.9994708,0.0001426292,0.0001575623,0.00005971043,0.0001376503,0.00003173709],"domain_scores_gemma":[0.9977447,0.001535352,0.0003851326,0.00002795543,0.0002448631,0.00006199244],"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":[0.0005610657,0.00007091709,0.0002129249,0.2201284,0.001320219,0.0001036962,0.00006106024,0.0002713548,0.0004909036,0.001021096,0.01665232,0.759106],"study_design_scores_gemma":[0.0008847338,0.0009395569,0.00425565,0.2415747,0.01423401,0.001716736,0.0002317129,0.0003646264,0.0008654394,0.002565093,0.732295,0.00007289302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007176814,0.9995295,0.00002257148,0.0001126936,0.00007936799,0.000007584994,0.00001701711,0.000002372414,0.0001570421],"genre_scores_gemma":[0.0006478593,0.9989324,0.00007192871,0.0001679457,0.00008044892,0.00001261769,0.00002138108,9.677561e-7,0.00006445994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004280441,"threshold_uncertainty_score":0.01431954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4185682932926339,"score_gpt":0.5452794707253814,"score_spread":0.1267111774327475,"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."}}