{"id":"W4415178879","doi":"10.58931/cdet.2025.3242","title":"Vaccinating Your Adult Diabetic Patient: What Vaccines Would You Recommend?","year":2025,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Diabetes mellitus; Epidemiology; Immunization; Risk factor; Type 2 diabetes; Disease; Type 1 diabetes","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":[0.001104865,0.0004653395,0.001122697,0.0007623454,0.00130866,0.002298252,0.0008637226,0.006775923,0.0161055],"category_scores_gemma":[0.00937517,0.0002393356,0.0006929612,0.0005681003,0.0006005994,0.002554341,0.000611569,0.004728757,0.007220171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131186,"about_ca_system_score_gemma":0.00359117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02305312,"about_ca_topic_score_gemma":0.04370335,"domain_scores_codex":[0.9995041,0.0001353472,0.00005802332,0.0000381108,0.0001460609,0.0001183432],"domain_scores_gemma":[0.9969373,0.0003731736,0.0003215679,0.00002925982,0.0007769068,0.001561882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000396793,0.0002742559,0.008297885,0.0008290276,0.00005547155,0.0008008832,0.00020829,0.0001414287,0.0003162382,0.0004726486,0.8041747,0.1840323],"study_design_scores_gemma":[0.0007897569,0.0007080719,0.02251527,0.00759194,0.000267644,0.002795334,0.003279336,0.0003581561,0.0003735613,0.004596658,0.9565484,0.0001759167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005689865,0.05556439,0.0007099865,0.9037183,0.01239,0.0002742319,0.0007562627,0.0001810644,0.02071589],"genre_scores_gemma":[0.05201513,0.1559728,0.008081416,0.7109955,0.0326311,0.0007170944,0.001175814,0.00009568182,0.03831547],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02305312,"threshold_uncertainty_score":0.05387825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005173811561200032,"score_gpt":0.2228432704130731,"score_spread":0.2176694588518731,"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."}}