{"id":"W4416685568","doi":"10.1016/j.jcjd.2025.10.046","title":"People Living With Diabetes in Canada Are Not Receiving Guideline-Recommended Preventive Cardiovascular Care: Analyses Using the National Diabetes Repository","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Socioeconomic status; Preventive care; MEDLINE; Primary care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002266606,0.0004286285,0.001147556,0.005064254,0.003248069,0.003268462,0.002710713,0.0007374166,0.003861511],"category_scores_gemma":[0.01829333,0.0006165104,0.001664076,0.02178491,0.0006766778,0.00139846,0.001900943,0.001416606,0.0005523341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0156308,"about_ca_system_score_gemma":0.03552719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9860473,"about_ca_topic_score_gemma":0.9905432,"domain_scores_codex":[0.9952672,0.0004620551,0.0007433894,0.0005322144,0.002230832,0.0007642954],"domain_scores_gemma":[0.9817367,0.001804703,0.005334545,0.001254312,0.008562038,0.001307652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008756418,0.00003201634,0.9916562,0.00007288496,0.000201012,0.00002969103,0.0001592581,0.0001191932,0.00001257634,0.0001628554,0.004137439,0.003329324],"study_design_scores_gemma":[0.00002209949,0.0000127677,0.9954913,0.00007772852,0.0002032823,0.00006361265,0.0006459986,0.0004795166,0.0000298667,0.0000657193,0.002893814,0.00001420521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7936538,0.002415589,0.0004306167,0.001797298,0.00007533362,0.0002787663,0.1884209,0.0001089596,0.01281878],"genre_scores_gemma":[0.926017,0.001618541,0.001048139,0.0006559505,0.00004063083,0.0001306916,0.06729031,0.00004642533,0.003152181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0156308,"threshold_uncertainty_score":0.1134099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802836845271187,"score_gpt":0.2532081065307747,"score_spread":0.2351797380780628,"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."}}