{"id":"W4309840114","doi":"10.1177/01640275221138968","title":"“I Could Have Stood a Little More Education Rather than Just: ‘Hey, you’re Diabetic Man, Make the Best out of It’”: Revisioning Diabetes Self-Management Education for Older Adults","year":2022,"lang":"en","type":"article","venue":"Research on Aging","topic":"Diabetes Management and Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Queen's University","funders":"Canadian Institutes of Health Research; Queen's University","keywords":"Photovoice; Gerontology; Diabetes mellitus; Medicine; Self-management; Diabetes management; Qualitative research; Population; Psychology; Type 2 diabetes; Sociology; Environmental health","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":[0.005306949,0.0001819125,0.0001665455,0.0003651515,0.003339112,0.00167017,0.0006376177,0.0008578009,0.001887771],"category_scores_gemma":[0.007195845,0.0001723157,0.0002874378,0.0002868576,0.002649509,0.002525575,0.003266952,0.001346173,0.0002169975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002810656,"about_ca_system_score_gemma":0.006224692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01821485,"about_ca_topic_score_gemma":0.06115484,"domain_scores_codex":[0.9981782,0.001116666,0.00008998904,0.00007368011,0.0002451448,0.0002963467],"domain_scores_gemma":[0.9979081,0.0008161299,0.000245102,0.0000800335,0.0002912858,0.0006594029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008826092,0.0001835839,0.02557372,0.000799881,0.00001799852,0.00126599,0.8171729,0.00004461318,0.001688016,0.002322233,0.01380271,0.1370401],"study_design_scores_gemma":[0.00004619961,0.0003660114,0.02430784,0.001620712,0.00003646616,0.001180226,0.8057948,0.0001284304,0.0005542861,0.001503268,0.1644298,0.00003193172],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9220335,0.004135324,0.002943315,0.04568251,0.0005832771,0.0003371475,0.00009201904,0.00005989375,0.02413292],"genre_scores_gemma":[0.9809911,0.003561393,0.003559819,0.005711218,0.00009767341,0.0001338059,0.0000648338,0.00001550499,0.00586474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01821485,"threshold_uncertainty_score":0.03621763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05859131012105122,"score_gpt":0.4082279912328081,"score_spread":0.3496366811117569,"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."}}