{"id":"W2043507406","doi":"10.1016/s1262-3636(07)80059-0","title":"Diabetes and education in the elderly","year":2007,"lang":"en","type":"review","venue":"Diabetes & Metabolism","topic":"Diabetes Management and Education","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke","funders":"","keywords":"Medicine; Diabetes mellitus; Multidisciplinary approach; Compliance (psychology); Intensive care medicine; Population; Gerontology; Disease; Patient education; Lifestyle modification; Chronic disease; Disease management; Physical therapy; Family medicine; Internal medicine; Endocrinology; Psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007864952,0.0009079241,0.001991821,0.002645062,0.0003092882,0.001000165,0.0006812426,0.00146466,0.003738678],"category_scores_gemma":[0.0012919,0.0002382028,0.0006076799,0.003102912,0.0003834561,0.000978951,0.0008221325,0.001473865,0.0009227023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008235198,"about_ca_system_score_gemma":0.001664488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005157347,"about_ca_topic_score_gemma":0.01318531,"domain_scores_codex":[0.9997658,0.00005180462,0.00004152325,0.00003282067,0.00008193505,0.00002620155],"domain_scores_gemma":[0.9994051,0.0003015896,0.0001285415,0.000009009496,0.00009093196,0.000064844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008866022,0.0001098764,0.0003907111,0.02547042,0.0001696114,0.0001616639,0.00004723411,0.0001107575,0.0001446695,0.0006335828,0.0332877,0.9393851],"study_design_scores_gemma":[0.0001580788,0.0002233119,0.00765676,0.04618097,0.001010397,0.002148042,0.0002409905,0.0001116192,0.0001724885,0.001212451,0.9408516,0.00003331006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007134445,0.9991019,0.00002138997,0.0002016248,0.0002047778,0.000003147369,0.000008305945,0.000002383809,0.0003852675],"genre_scores_gemma":[0.0004873071,0.9987277,0.00007407438,0.000257765,0.0001839946,0.000004712774,0.00001238298,4.27537e-7,0.0002515038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005157347,"threshold_uncertainty_score":0.01250708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172476961721626,"score_gpt":0.3464242493369407,"score_spread":0.3146994797197244,"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."}}