{"id":"W4281667033","doi":"10.2337/db22-1240-p","title":"1240-P: Real-World Demographics and Clinical Characteristics of Type 2 Diabetes Mellitus Patients in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Diabetes","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Dyslipidemia; Demographics; Cohort; Diabetes mellitus; Population; Type 2 diabetes; Demography; Type 2 Diabetes Mellitus; Angina; Disease; Pediatrics; Family medicine; Gerontology; Internal medicine; Environmental health; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004760237,0.0003076102,0.0003611539,0.001220602,0.002429142,0.001066919,0.001011069,0.0004077892,0.003459124],"category_scores_gemma":[0.001890478,0.0003181864,0.0005220387,0.00526365,0.0004534828,0.0004283364,0.0007847643,0.0005517708,0.0005899635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02540226,"about_ca_system_score_gemma":0.03150318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954554,"about_ca_topic_score_gemma":0.9965146,"domain_scores_codex":[0.9990981,0.00005264062,0.00008017616,0.0001583818,0.00031937,0.000291496],"domain_scores_gemma":[0.9975893,0.00009746659,0.0004958966,0.00008525251,0.001123131,0.000608935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003967902,0.00002649864,0.9888141,0.00004737314,0.00003472367,0.00007742866,0.0003379108,0.0001012067,0.00009988556,0.00006161387,0.007549483,0.002810064],"study_design_scores_gemma":[0.000006974546,0.00001039274,0.9975883,0.00002706745,0.00000932703,0.00003887304,0.0005018372,0.000141946,0.00001653471,0.00001388934,0.001637096,0.000007797099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834293,0.001002112,0.0002916689,0.001447748,0.00004700142,0.0002482979,0.1048117,0.00004991265,0.008672468],"genre_scores_gemma":[0.972165,0.0007688253,0.000534002,0.0005560556,0.00002774128,0.0001338585,0.02300301,0.00001540061,0.002796052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02540226,"threshold_uncertainty_score":0.1843071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06442788166437351,"score_gpt":0.3911526941781304,"score_spread":0.3267248125137569,"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."}}