{"id":"W4400914360","doi":"10.2139/ssrn.4901142","title":"Risk of Cardiovascular Disease Comorbidity in People Living with Diabetes in Africa","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Comorbidity; Diabetes mellitus; Disease; Medicine; Gerontology; Environmental health; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020006,0.0001927543,0.0002523659,0.0005605202,0.0003740097,0.0005071181,0.0001367492,0.0003695327,0.002179842],"category_scores_gemma":[0.001594888,0.0002250442,0.0002824094,0.001193099,0.0001185022,0.0003405595,0.0004396918,0.0006882357,0.0001604656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665081,"about_ca_system_score_gemma":0.0003448328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02875775,"about_ca_topic_score_gemma":0.02449718,"domain_scores_codex":[0.9998291,0.00004820345,0.00001559484,0.0000253116,0.0000230947,0.00005863806],"domain_scores_gemma":[0.9997255,0.00004544394,0.0001073798,0.00001250888,0.00002608355,0.00008304763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000833079,0.00003530935,0.9958535,0.00001454191,0.00004732047,0.0001147407,0.0001619831,0.00002875995,0.00008955943,0.00006923924,0.0002823524,0.003219405],"study_design_scores_gemma":[0.000006829832,0.00002213239,0.9988966,0.00002114925,0.00003167049,0.0001560802,0.0004163847,0.0001286876,0.00001501255,0.00007790521,0.0002247228,0.000002897315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969549,0.0007900582,0.00004293005,0.0003571703,0.00002230195,0.000004371349,0.0006777805,0.000002256885,0.001148187],"genre_scores_gemma":[0.9986807,0.0007357557,0.00005524671,0.00004522239,0.0000236876,0.000003868882,0.0001804992,0.000001254308,0.0002738383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02875775,"threshold_uncertainty_score":0.0571807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008502961199312143,"score_gpt":0.2158500001487771,"score_spread":0.2073470389494649,"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."}}