{"id":"W4414664389","doi":"10.1002/cl2.70069","title":"PROTOCOL: New‐Onset Diabetes Mellitus Post COVID‐19 Infection: A Systematic Review and Meta‐Analysis","year":2025,"lang":"en","type":"review","venue":"Campbell Systematic Reviews","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; MEDLINE; Systematic review; Continuous glucose monitoring","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05063062,0.006074622,0.02027488,0.007873726,0.002587342,0.005843802,0.004775184,0.006676311,0.09335232],"category_scores_gemma":[0.09567492,0.004121592,0.01887832,0.00801892,0.002975736,0.006891929,0.00428541,0.0045549,0.008248115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008392124,"about_ca_system_score_gemma":0.02668593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004534547,"about_ca_topic_score_gemma":0.008496359,"domain_scores_codex":[0.9783224,0.009150524,0.005885273,0.002609709,0.003044646,0.0009874667],"domain_scores_gemma":[0.9688084,0.01126425,0.008108124,0.003389349,0.007101661,0.001328186],"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":[0.008294443,0.0001198517,0.0008454665,0.940262,0.01493755,0.0001980166,0.0003847173,0.0006524203,0.0006022094,0.001724963,0.02112416,0.01085417],"study_design_scores_gemma":[0.1015783,0.003863943,0.01067633,0.5675504,0.1386651,0.0005742067,0.0008519028,0.002503698,0.002218091,0.01143689,0.1594909,0.0005901372],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001493615,0.0081458,0.00275636,0.001057428,0.0008476804,0.9641387,0.02016516,0.0003893216,0.001005915],"genre_scores_gemma":[0.002056776,0.002159004,0.002698673,0.0006560272,0.00006462206,0.9899815,0.001735905,0.00003058442,0.0006170312],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09335232,"threshold_uncertainty_score":0.3122946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.216857561887871,"score_gpt":0.5165432313197181,"score_spread":0.2996856694318472,"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."}}