{"id":"W4411117883","doi":"10.1111/dme.70082","title":"Experiences of diabetes stigma among adults with type 1 and type 2 diabetes: A multi‐study, multi‐country, secondary analysis","year":2025,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Diabetes Canada","funders":"Deakin University; Diabetes Canada","keywords":"Medicine; Type 2 diabetes; Stigma (botany); Type 1 diabetes; Diabetes mellitus; Social stigma; Gerontology; Psychiatry; Family medicine; Endocrinology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005142053,0.0003113983,0.000970988,0.0008097585,0.0001015118,0.00002216767,0.000174523,0.00009110589,0.0004926611],"category_scores_gemma":[0.0006571821,0.0002201468,0.00005018682,0.00311839,0.0006220797,0.0001271398,0.00008411387,0.0001988024,0.00000522138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003727722,"about_ca_system_score_gemma":0.0001249673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001142767,"about_ca_topic_score_gemma":0.0001068223,"domain_scores_codex":[0.9979862,0.00008075956,0.0005441678,0.000549865,0.0004073189,0.000431663],"domain_scores_gemma":[0.9983748,0.0002129036,0.0002189374,0.0005506324,0.0004445203,0.0001981748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001281,0.0006142699,0.9741691,0.0006876757,0.001588971,0.000003483075,0.01562994,0.000004672732,0.0002619407,0.000009273792,0.001029505,0.005901091],"study_design_scores_gemma":[0.004526007,0.001720078,0.9423245,0.001064455,0.003807025,8.449793e-8,0.04099986,0.004478383,0.0006203554,0.00000667707,0.0002377978,0.0002147538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994316,0.002730719,0.00003256676,0.0002556917,0.0004948666,0.0009914337,0.000003059059,0.00006378926,0.001111825],"genre_scores_gemma":[0.9972693,0.00007839483,0.0004626673,0.0004842687,0.00008611868,0.0001269947,0.0001514801,0.00002265889,0.001318157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03184453,"threshold_uncertainty_score":0.8977324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105066542087294,"score_gpt":0.2716075382734346,"score_spread":0.2611008840647052,"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."}}