{"id":"W3209688304","doi":"10.15420/ecr.2021.22","title":"Women and Diabetes: Preventing Heart Disease in a New Era of Therapies","year":2021,"lang":"en","type":"review","venue":"European Cardiology Review","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Daiichi Sankyo Europe; Cleveland Clinic; Idorsia Pharmaceuticals; Amarin Corporation; AstraZeneca; Bristol-Myers Squibb; CSL Behring; Duke Clinical Research Institute; HLS Therapeutics; Amgen; Eisai; American Heart Association","keywords":"Medicine; Type 2 diabetes; Heart failure; Disease; Intensive care medicine; Diabetes mellitus; Incretin; Aliskiren; Internal medicine; Endocrinology; Renin–angiotensin system; Blood pressure","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001004281,0.0008958593,0.001967902,0.001720339,0.0002916867,0.001274896,0.0007714829,0.001449499,0.004263274],"category_scores_gemma":[0.001190946,0.0002610823,0.001002484,0.00167246,0.0004814546,0.001666402,0.0007900771,0.002690505,0.001210801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007506601,"about_ca_system_score_gemma":0.001609817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284472,"about_ca_topic_score_gemma":0.002815454,"domain_scores_codex":[0.9994733,0.0001778899,0.00007845747,0.00004876658,0.000173596,0.0000481265],"domain_scores_gemma":[0.9994335,0.0003328208,0.00007341133,0.00001422215,0.000108283,0.00003772672],"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":[0.0001235717,0.00008097772,0.000133113,0.04294647,0.0003269888,0.0001461651,0.0001234294,0.0002370883,0.000739294,0.005092326,0.05746209,0.8925885],"study_design_scores_gemma":[0.00004408873,0.0001129328,0.0007857713,0.02147082,0.0003081947,0.0006206722,0.000120116,0.00006439795,0.00009283401,0.002447289,0.9739153,0.00001754356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003662339,0.9988785,0.00002948118,0.0005032613,0.0002455426,0.000002079732,0.000006133132,0.00000339228,0.0002949264],"genre_scores_gemma":[0.0002798381,0.9987028,0.00008210223,0.0004750908,0.0002467262,0.00000372223,0.00001030723,8.649259e-7,0.0001985578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004263274,"threshold_uncertainty_score":0.01426208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04037440773151744,"score_gpt":0.3080594210928159,"score_spread":0.2676850133612984,"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."}}