{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01341927,0.0004535522,0.001418794,0.004142931,0.001064485,0.001758815,0.0006685045,0.0007696607,0.002362745],"category_scores_gemma":[0.02038209,0.0006188933,0.004741829,0.004415535,0.0005150602,0.001314393,0.002629556,0.0007332629,0.0001935115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006921511,"about_ca_system_score_gemma":0.001214602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004067182,"about_ca_topic_score_gemma":0.006811733,"domain_scores_codex":[0.9909909,0.00442814,0.002371464,0.0008225848,0.000886815,0.0005000646],"domain_scores_gemma":[0.9806684,0.006762762,0.008158748,0.001433466,0.002255741,0.000720794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005808951,0.000144101,0.9826366,0.002967465,0.005190325,0.0001692754,0.002546218,0.00009991707,0.0002221483,0.0001188945,0.000473572,0.004850522],"study_design_scores_gemma":[0.0001104043,0.0004822722,0.9876319,0.001467445,0.002840769,0.0005344361,0.005340795,0.0002974456,0.0001577214,0.00009495597,0.00101362,0.00002835098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990344,0.004516633,0.000545042,0.0001701417,0.00001761416,0.000526408,0.003171518,0.000006759444,0.000701817],"genre_scores_gemma":[0.9957727,0.001021918,0.000724971,0.0001819566,0.00001615037,0.0007084162,0.001438422,0.000005605316,0.0001298176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341927,"threshold_uncertainty_score":0.07096875,"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."}}