{"id":"W4206482853","doi":"10.1093/eurheartj/ehab876","title":"The year in cardiovascular medicine 2021: diabetes and metabolic disorders","year":2021,"lang":"en","type":"review","venue":"European Heart Journal","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Diabetes mellitus; Obesity; Disease; Kidney disease; Type 2 diabetes; Intensive care medicine; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001034663,0.000998862,0.001806225,0.003380842,0.0004690404,0.001864446,0.0006900573,0.001642128,0.00997282],"category_scores_gemma":[0.002633488,0.0003125356,0.0008381927,0.004783312,0.0004657122,0.002677462,0.001172352,0.002726713,0.003829434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008666662,"about_ca_system_score_gemma":0.002836237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966731,"about_ca_topic_score_gemma":0.004475683,"domain_scores_codex":[0.9994217,0.0001217385,0.0001122472,0.0000603942,0.0002341907,0.00004966745],"domain_scores_gemma":[0.9983441,0.0007866265,0.0002690361,0.00003179708,0.0004195197,0.0001488821],"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":[0.00008919085,0.0000368737,0.0002113449,0.03311851,0.000151716,0.0001201926,0.00008852976,0.0001083916,0.0005614082,0.003060324,0.1438609,0.8185925],"study_design_scores_gemma":[0.00001563888,0.0000497592,0.0008210617,0.01251163,0.000154434,0.0006412247,0.00008323955,0.00002337118,0.00006615274,0.0009476815,0.9846706,0.00001516449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004047701,0.9953961,0.00003648335,0.001071514,0.002678737,0.00000387197,0.00002648913,0.000005782373,0.000740484],"genre_scores_gemma":[0.000299381,0.995806,0.00009581303,0.001377086,0.001666555,0.000004916345,0.00005507696,0.000002905253,0.0006923609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00997282,"threshold_uncertainty_score":0.03336239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03687959996257272,"score_gpt":0.3032607872785681,"score_spread":0.2663811873159954,"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."}}