{"id":"W2223238228","doi":"10.1038/nrendo.2015.118","title":"Dysglycaemia as a cause of cardiovascular outcomes","year":2015,"lang":"en","type":"review","venue":"Nature Reviews Endocrinology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Diabetes mellitus; MEDLINE; Type 2 diabetes; Gerontology; Intensive care medicine; Family 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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001164969,0.0007317046,0.009927691,0.0007913776,0.0000341259,0.00001324896,0.0006837156,0.001139146,0.0002169068],"category_scores_gemma":[0.001491211,0.0004374524,0.003846681,0.0008144223,0.000220124,0.00004836552,0.0004939153,0.002835898,0.00159741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002166858,"about_ca_system_score_gemma":0.0005387466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001361084,"about_ca_topic_score_gemma":0.000001056745,"domain_scores_codex":[0.9954503,0.0007562987,0.001289566,0.000786049,0.0008694528,0.0008483081],"domain_scores_gemma":[0.9965792,0.0001833553,0.0005198231,0.002148525,0.0002972635,0.0002718604],"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":[0.000006968102,0.00008730296,0.00004534688,0.06366277,0.004987708,0.0005423947,0.000004765546,4.605051e-8,3.470202e-8,0.0008955491,0.02633443,0.9034327],"study_design_scores_gemma":[0.0006722611,0.0002110365,0.000008789235,0.01024457,0.01255819,0.0002618358,0.00000426975,1.398613e-7,6.894639e-7,0.00005071247,0.9756777,0.0003097607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002070354,0.9695066,0.000002375244,0.0001361609,0.0006904155,0.003898421,0.00001872732,0.00006478413,0.0256804],"genre_scores_gemma":[0.000001493094,0.9839597,0.0002377581,0.0002107741,0.0003085973,0.0003631099,0.0002129749,0.00009240326,0.01461319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9493433,"threshold_uncertainty_score":0.9998077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192153836513884,"score_gpt":0.4538939568806862,"score_spread":0.3346785732292978,"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."}}