{"id":"W3015989800","doi":"10.1210/endrev/bnaa011","title":"Coronavirus Infections and Type 2 Diabetes—Shared Pathways with Therapeutic Implications","year":2020,"lang":"en","type":"review","venue":"Endocrine Reviews","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":426,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"Novo Nordisk Fonden","keywords":"Dipeptidyl peptidase-4; Coronavirus; Context (archaeology); Diabetes mellitus; Type 2 diabetes; Glucose homeostasis; Medicine; Pathophysiology; Disease; Immunology; Pandemic; Biology; Coronavirus disease 2019 (COVID-19); Bioinformatics; Insulin resistance; Infectious disease (medical specialty); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003271001,0.0005551223,0.003762397,0.0001473402,0.0001654968,0.00004274275,0.0002135598,0.00009045874,0.0003097089],"category_scores_gemma":[0.008140432,0.0003311255,0.000512131,0.001038342,0.0001940503,0.00006047252,0.0003125673,0.000959345,0.0006786034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001940883,"about_ca_system_score_gemma":0.0007157047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000150228,"about_ca_topic_score_gemma":0.00000970397,"domain_scores_codex":[0.9971974,0.0003410857,0.0009804805,0.0007418472,0.0002598428,0.0004792844],"domain_scores_gemma":[0.9952595,0.002873641,0.0003815235,0.0008805429,0.0001757271,0.0004290904],"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":[0.00000684949,0.0001008392,0.0002499929,0.03447312,0.0003714148,0.00002211071,0.00001222082,2.435315e-8,0.000001293878,0.0001432113,0.001271132,0.9633478],"study_design_scores_gemma":[0.0003493628,0.0007792033,0.0003616513,0.01219712,0.002368576,0.00003522584,0.000001395022,0.00000207736,2.101367e-7,0.00004141886,0.9835805,0.0002832468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.976394e-7,0.9928586,0.00004450806,0.001834015,0.00006813533,0.004087668,0.0001066552,0.0001076543,0.0008917176],"genre_scores_gemma":[0.00001782236,0.9959649,0.0002343558,0.00097066,0.0003153057,0.001638627,0.0002110203,0.00008313359,0.0005641293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9823094,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3110136640562906,"score_gpt":0.5107902880330362,"score_spread":0.1997766239767456,"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."}}