{"id":"W4309889996","doi":"10.1038/s41598-022-24185-7","title":"Association of COVID-19 with diabetes: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Scientific Reports","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interquartile range; Meta-analysis; Diabetes mellitus; Internal medicine; Incidence (geometry); MEDLINE; Coronavirus disease 2019 (COVID-19); Type 2 diabetes; Disease; Infectious disease (medical specialty); Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02430714,0.0003977493,0.01341224,0.0008246567,0.0002756083,0.000088181,0.0002092635,0.0001250011,0.001922261],"category_scores_gemma":[0.1540877,0.0002167717,0.003399247,0.004531177,0.0003033404,0.00005721102,0.0003799053,0.0004737793,0.000006786476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008449816,"about_ca_system_score_gemma":0.002487535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002566006,"about_ca_topic_score_gemma":0.00002083302,"domain_scores_codex":[0.9913731,0.001219564,0.002843562,0.001374688,0.0027969,0.0003921672],"domain_scores_gemma":[0.9800525,0.01075448,0.005503306,0.002607954,0.000561713,0.0005200595],"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":[7.58807e-7,0.00005816553,0.0000635431,0.8209413,0.175145,0.0001697312,0.00002574064,0.000001020873,2.605206e-8,0.00000142647,0.00340743,0.0001858593],"study_design_scores_gemma":[0.00003042069,0.00004385886,5.23952e-7,0.0112914,0.5468063,0.000007998106,0.000005495466,0.000001184552,3.974032e-8,0.00002312937,0.4416876,0.000101981],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.981389e-7,0.992705,0.00001808915,0.001302346,0.0001432096,0.005642164,0.00006444555,0.00003655694,0.00008782769],"genre_scores_gemma":[0.000006228321,0.9760056,0.00005108641,0.0006111423,0.000009869074,0.001904354,0.0002509473,0.00002669312,0.02113415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8096499,"threshold_uncertainty_score":0.9989901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1953571479726847,"score_gpt":0.4795845122894096,"score_spread":0.2842273643167249,"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."}}