{"id":"W3106995227","doi":"10.1111/dom.14269","title":"Proportion of newly diagnosed diabetes in <scp>COVID</scp> ‐19 patients: A systematic review and meta‐analysis","year":2020,"lang":"en","type":"review","venue":"Diabetes Obesity and Metabolism","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":256,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Meta-analysis; Diabetes mellitus; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Internal medicine; Virology; Disease; Endocrinology; Infectious disease (medical specialty)","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":[0.009960615,0.001216618,0.007638674,0.003945677,0.0003893759,0.001650571,0.001004018,0.001021101,0.004711549],"category_scores_gemma":[0.02483451,0.0008182107,0.01554659,0.006622218,0.0002939667,0.001086193,0.0009919896,0.001159513,0.0003552448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00149624,"about_ca_system_score_gemma":0.00238624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005700375,"about_ca_topic_score_gemma":0.01493212,"domain_scores_codex":[0.9941823,0.002526298,0.001679461,0.0006853997,0.0007293301,0.000197159],"domain_scores_gemma":[0.9850984,0.011466,0.001656806,0.0004345176,0.001185278,0.0001589916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003538962,0.00003615615,0.01899373,0.5659645,0.3636091,0.0001873799,0.0001282059,0.0004153603,0.0003518357,0.0003262155,0.00711211,0.03933652],"study_design_scores_gemma":[0.001109379,0.000305262,0.0304798,0.08053203,0.8747491,0.0002842312,0.0001183263,0.0003782227,0.0002709542,0.0004527005,0.01126687,0.00005310754],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004885126,0.9918267,0.0003644179,0.0002974216,0.000168872,0.0001566633,0.001990874,0.00001680437,0.0002931779],"genre_scores_gemma":[0.1275082,0.8649443,0.001912939,0.0006932975,0.0003023761,0.001088923,0.002964244,0.00003119508,0.0005545563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009960615,"threshold_uncertainty_score":0.05267745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05036164860493033,"score_gpt":0.3729185743708902,"score_spread":0.3225569257659598,"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."}}