{"id":"W3124063857","doi":"10.1016/j.cmet.2021.01.016","title":"Diabetes, obesity, metabolism, and SARS-CoV-2 infection: the end of the beginning","year":2021,"lang":"en","type":"review","venue":"Cell Metabolism","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":283,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"Canadian Institutes of Health Research; Novo Nordisk; Novo Nordisk Fonden; University of Toronto; Pfizer","keywords":"Diabetes mellitus; Medicine; Obesity; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Coronavirus disease 2019 (COVID-19); Metabolism; 2019-20 coronavirus outbreak; Biology; Internal medicine; Endocrinology; Disease; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00186366,0.0005878292,0.003767592,0.0001930221,0.0003274528,0.000070913,0.0005328658,0.000301949,0.00006445216],"category_scores_gemma":[0.01231251,0.0002895017,0.001282372,0.001468504,0.001073963,0.00006952845,0.001784303,0.001678457,0.00002372624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006372653,"about_ca_system_score_gemma":0.001135388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002302338,"about_ca_topic_score_gemma":0.00001692086,"domain_scores_codex":[0.9956961,0.001033949,0.001020024,0.0007186672,0.0009470534,0.0005841805],"domain_scores_gemma":[0.9923107,0.00497459,0.0006233878,0.001501645,0.0004518386,0.0001378251],"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":[0.000008358847,0.0004012494,0.001172618,0.05684208,0.002103091,0.00002772175,0.0002699799,8.971632e-7,0.0002201911,0.001210425,0.005551028,0.9321924],"study_design_scores_gemma":[0.0004325289,0.00001596786,0.00724884,0.004733542,0.006105776,0.000004809035,0.000005955373,0.000002900298,0.0005036863,0.0001086961,0.9805991,0.0002382036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001364845,0.9938998,0.00001085142,0.0009998067,0.001069158,0.001427568,0.0000466466,0.00003738628,0.001143987],"genre_scores_gemma":[0.001015598,0.9955938,0.00007353361,0.0009180051,0.001034657,0.0001705307,0.00001813557,0.00007493177,0.001100804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9750481,"threshold_uncertainty_score":0.9999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09083915767589924,"score_gpt":0.4192380874695641,"score_spread":0.3283989297936649,"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."}}