{"id":"W2594199183","doi":"10.1016/j.tcm.2017.02.010","title":"Editorial commentary: New drugs for diabetes: Finally safety and cardiovascular efficacy","year":2017,"lang":"en","type":"review","venue":"Trends in Cardiovascular Medicine","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Heart failure; Medicine; ATHEROSCLEROTIC VASCULAR DISEASE; Diabetes mellitus; Pulmonary hypertension; Vascular disease; Translational research; Vascular resistance; Disease; Lung; Cardiology; Bioinformatics; Intensive care medicine; Internal medicine; Pathology; Biology; Hemodynamics; 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"],"consensus_categories":[],"category_scores_codex":[0.003988645,0.001122095,0.01075153,0.001071591,0.0002453204,0.00004985636,0.000464117,0.0008700244,0.0001541376],"category_scores_gemma":[0.001530648,0.0008399311,0.006109449,0.000555698,0.0004343706,0.0001136162,0.0001864537,0.0009796972,0.00001863165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003631751,"about_ca_system_score_gemma":0.0004100255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002880328,"about_ca_topic_score_gemma":0.000004264111,"domain_scores_codex":[0.9942647,0.000414843,0.001426322,0.001417189,0.001594811,0.0008821597],"domain_scores_gemma":[0.9947651,0.0008547754,0.0003554643,0.003154356,0.0001657599,0.0007045456],"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":[0.0001062426,0.00004981642,0.00002170852,0.005669793,0.01207221,0.00002708207,0.00009563338,0.000003285073,9.456986e-8,0.000006300743,0.2617615,0.7201864],"study_design_scores_gemma":[0.01635653,0.0005284343,0.00009627965,0.0199769,0.03684391,0.0000416469,0.00003071266,0.00001002825,5.131744e-7,0.00001492996,0.9254629,0.0006372083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003023257,0.9652827,0.0001297065,0.0008322739,0.02798069,0.001818527,0.00009178096,0.0001158253,0.003745441],"genre_scores_gemma":[0.000004855372,0.8801987,0.000310311,0.0003814297,0.1156731,0.0002215501,0.001556659,0.0001646191,0.001488851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7195491,"threshold_uncertainty_score":0.9994051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06467472183817771,"score_gpt":0.3505731895892112,"score_spread":0.2858984677510336,"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."}}