{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002463244,0.0001951648,0.0002557508,0.0006330676,0.0006406687,0.0001056629,0.000382008,0.00004448968,0.0002229062],"category_scores_gemma":[0.0002199593,0.0001620109,0.0001269177,0.0005811415,0.00008017094,0.0001148639,0.0002842196,0.0004764532,0.00003957486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004441993,"about_ca_system_score_gemma":0.0003965912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004123395,"about_ca_topic_score_gemma":0.000008789882,"domain_scores_codex":[0.9971218,0.0002718292,0.0003713917,0.0005072358,0.00112118,0.0006066037],"domain_scores_gemma":[0.9981627,0.0003355048,0.0001742019,0.0007510873,0.0004452441,0.0001312019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003458456,0.009842604,0.07807621,0.008662418,0.0007022869,0.000003372235,0.05722209,0.0001558368,0.0004734926,0.005554523,0.203533,0.6354283],"study_design_scores_gemma":[0.003730789,0.001679399,0.08485764,0.007146574,0.000805108,0.000001553025,0.5489587,0.006303399,0.002112032,0.0008729183,0.3428201,0.0007117802],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358672,0.001573733,0.00003055225,0.03759875,0.0009907981,0.004813427,0.00001508699,0.00006680616,0.01904364],"genre_scores_gemma":[0.9682549,0.0001611238,0.0004592738,0.001574708,0.0004468093,0.002521835,0.0002619297,0.00006371697,0.02625573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6347165,"threshold_uncertainty_score":0.6606614,"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."}}