{"id":"W4403902437","doi":"10.14740/jocmr6033","title":"Comprehensive Benefits of Sodium-Glucose Cotransporter 2 Inhibitors in Heart Failure With Reduced Ejection Fraction: A Literature Review","year":2024,"lang":"en","type":"review","venue":"Journal of Clinical Medicine Research","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Sodium; Cotransporter; Cardiology; Internal medicine; Pharmacology; Materials science; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002476431,0.001078442,0.003791398,0.01020408,0.0005087073,0.00191173,0.001298252,0.001373234,0.006793966],"category_scores_gemma":[0.009273383,0.0004793941,0.003629626,0.009950336,0.0004557249,0.001788941,0.001090558,0.001055393,0.0006836284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227812,"about_ca_system_score_gemma":0.006681306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003361176,"about_ca_topic_score_gemma":0.007261255,"domain_scores_codex":[0.9984624,0.0002968059,0.0006881451,0.0001636094,0.0003172695,0.00007175883],"domain_scores_gemma":[0.9922248,0.005531027,0.001158452,0.00009050399,0.0008791663,0.0001159875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002132469,0.00004606232,0.0006849811,0.7005136,0.001982428,0.0001927828,0.0002686285,0.0001920983,0.0004047471,0.001002904,0.01044656,0.284052],"study_design_scores_gemma":[0.0001351812,0.0002548317,0.006621684,0.7374502,0.02546873,0.001363198,0.0004710853,0.0001655641,0.0004052849,0.001677136,0.2259104,0.00007678695],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002595942,0.9985399,0.00007815788,0.0003853184,0.0001193763,0.00003316854,0.0002262686,0.000005277401,0.0003528785],"genre_scores_gemma":[0.001545222,0.9976217,0.0001668453,0.0003290476,0.00009799936,0.00003806407,0.0001330387,0.00000192327,0.00006609243],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01020408,"threshold_uncertainty_score":0.02272809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1702040889571921,"score_gpt":0.5050794700831632,"score_spread":0.3348753811259711,"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."}}