{"id":"W2984111604","doi":"10.1097/xce.0000000000000174","title":"DiRECT and indirect paths to reducing cardiovascular risk in diabetes: insights from Diabetes UK 2019","year":2019,"lang":"en","type":"article","venue":"Cardiovascular Endocrinology & Metabolism","topic":"Diet and metabolism studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Disease; Intensive care medicine; Randomized controlled trial; Translational research; Gerontology; Internal medicine; Endocrinology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005184149,0.0007706397,0.001149663,0.001470336,0.0006306517,0.003534704,0.0005887443,0.003417255,0.004767073],"category_scores_gemma":[0.00839377,0.0002946311,0.0007625053,0.001461563,0.001726422,0.003201655,0.002460287,0.008388105,0.001569001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003334038,"about_ca_system_score_gemma":0.004726933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005462346,"about_ca_topic_score_gemma":0.01309127,"domain_scores_codex":[0.9981107,0.0008533445,0.0001657523,0.0001329637,0.0004769021,0.0002604118],"domain_scores_gemma":[0.9928223,0.004145665,0.0003755787,0.0001306194,0.001267663,0.001258172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005673611,0.000190873,0.001048047,0.005847582,0.0001397348,0.0004707293,0.0009070637,0.0002721723,0.00075995,0.03183802,0.308883,0.6490755],"study_design_scores_gemma":[0.0001681777,0.0004167789,0.002515467,0.00832764,0.00008866579,0.0003986972,0.0008553358,0.0001288648,0.0001863561,0.01611858,0.9707277,0.00006773126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0007557551,0.8460422,0.0002664649,0.1387203,0.009845815,0.00001156611,0.00009883906,0.0000171418,0.00424192],"genre_scores_gemma":[0.008926393,0.937269,0.0007814828,0.03939009,0.01027425,0.00003546895,0.00009270244,0.00001443356,0.003216231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005462346,"threshold_uncertainty_score":0.02741671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008398355181908642,"score_gpt":0.2144315042337427,"score_spread":0.206033149051834,"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."}}