{"id":"W4281639572","doi":"10.1002/edm2.342","title":"Real‐world risk factors of confirmed or probable <scp>COVID</scp>‐19 in Americans with diabetes: A prospective, community‐based study (<scp>iNPHORM</scp>)","year":2022,"lang":"en","type":"article","venue":"Endocrinology Diabetes & Metabolism","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Sanofi","keywords":"Medicine; Type 2 diabetes; Body mass index; Diabetes mellitus; Incidence (geometry); Proportional hazards model; Coronavirus disease 2019 (COVID-19); Demography; Prospective cohort study; Internal medicine; Longitudinal study; Gerontology; Endocrinology; Disease","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":[0.0008655096,0.000179521,0.0001669414,0.0003885292,0.0003787354,0.0006222441,0.0003193853,0.0003867766,0.001824365],"category_scores_gemma":[0.001934908,0.0002005405,0.0004024691,0.0007927305,0.0002059053,0.000389346,0.0005139401,0.0005422426,0.0002425874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168507,"about_ca_system_score_gemma":0.0002856269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239965,"about_ca_topic_score_gemma":0.01391762,"domain_scores_codex":[0.9996194,0.0001420316,0.00003759707,0.00008093996,0.00005414411,0.00006593948],"domain_scores_gemma":[0.9984175,0.0002906598,0.0007292184,0.0001721334,0.000167012,0.0002235309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000470444,0.00001694131,0.9994629,0.000003657497,0.00001494521,0.00001185827,0.00002840255,0.000009780785,0.00003125529,0.00000614975,0.00006725829,0.0002997858],"study_design_scores_gemma":[0.000003802458,0.00004263239,0.9995114,0.00000622097,0.00001231028,0.00005926021,0.0001265485,0.00008581587,0.00002827433,0.000008415607,0.0001135571,0.000001742028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981492,0.0000624547,0.00008907096,0.00003654127,0.000004457206,0.00001094477,0.001290493,0.00000170008,0.0003552858],"genre_scores_gemma":[0.9983607,0.00005878777,0.0001159367,0.00003209998,0.000008970868,0.00001949645,0.001175879,0.00000128675,0.0002269141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01239965,"threshold_uncertainty_score":0.02465492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143983903566684,"score_gpt":0.2568501808799651,"score_spread":0.2424517905232967,"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."}}