{"id":"W7100086060","doi":"","title":"Mechanisms of Vascular Dysfunction in Diabetes Mellitus Lynette Pittman, RN, Nurse Clinician, Heart Health Services, Calgary Health Region","year":2015,"lang":"en","type":"article","venue":"","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Disease; Specialty; Cardiovascular health; Health professionals; Health care; Heart disease; Vascular disease","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":[0.0008916669,0.0004675221,0.0004752537,0.001025531,0.0006533537,0.001774969,0.0006699016,0.001375413,0.007460421],"category_scores_gemma":[0.001358708,0.0002515669,0.0002388269,0.0003892174,0.0009938357,0.00134511,0.0007915802,0.002874789,0.0007295551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034507,"about_ca_system_score_gemma":0.001134493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002768334,"about_ca_topic_score_gemma":0.003692981,"domain_scores_codex":[0.9997483,0.00007558854,0.00002199505,0.00002612402,0.00007178418,0.00005617295],"domain_scores_gemma":[0.9994187,0.0001895476,0.0001022779,0.00001391136,0.0001238695,0.0001516997],"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":[0.0008716598,0.0006477537,0.05573962,0.002659039,0.0001221465,0.02299117,0.002075961,0.0006446667,0.00538087,0.03362049,0.338129,0.5371176],"study_design_scores_gemma":[0.0005426397,0.001451495,0.1165797,0.009367657,0.0002065102,0.1093653,0.0062031,0.001655646,0.003173038,0.07223962,0.679047,0.000168381],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03244068,0.7212394,0.002938189,0.163075,0.008215246,0.0001086746,0.0001221611,0.0001854338,0.07167522],"genre_scores_gemma":[0.2187208,0.7046937,0.003533339,0.03023598,0.01181047,0.0001140022,0.000102827,0.0000294386,0.03075936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007460421,"threshold_uncertainty_score":0.0249576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961258703251114,"score_gpt":0.2737926183256074,"score_spread":0.2541800312930963,"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."}}