{"id":"W2160077865","doi":"10.1111/j.1464-5491.2010.03142.x","title":"Self management and patient understanding of diabetes in the older person","year":2010,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Medicine; Diabetes mellitus; Gerontology; Diabetes management; Cognition; Quarter (Canadian coin); Disease; Type 2 diabetes; Cognitive impairment; Family medicine; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001562367,0.0001658905,0.0002865365,0.0006408292,0.00032664,0.0008375112,0.0002038225,0.0005857038,0.002047276],"category_scores_gemma":[0.00935008,0.0001414104,0.0004120228,0.00038085,0.0002688648,0.0009689531,0.0005924092,0.0007527618,0.0001963829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003458864,"about_ca_system_score_gemma":0.0003259379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003835692,"about_ca_topic_score_gemma":0.003326253,"domain_scores_codex":[0.9991678,0.0003120885,0.0001128986,0.0000627605,0.0002641474,0.00008024388],"domain_scores_gemma":[0.9955512,0.001172247,0.002298171,0.00008914705,0.0004918998,0.0003972558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006645816,0.0001744095,0.9909617,0.00006412526,0.0000678945,0.00005834803,0.002222314,0.00003111758,0.00008511136,0.000023557,0.0002159358,0.006029017],"study_design_scores_gemma":[0.000008392483,0.0002338936,0.9964408,0.00005911338,0.000033362,0.0002994871,0.002239705,0.0001248399,0.00003740457,0.0000527057,0.0004640903,0.000006237228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976427,0.0007696695,0.00003696745,0.000351058,0.000009904902,0.000009433367,0.00009125263,0.000001641611,0.001087377],"genre_scores_gemma":[0.9991117,0.00037775,0.00006827203,0.0001596012,0.00001358904,0.000007578181,0.00007887871,6.315545e-7,0.0001820337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003835692,"threshold_uncertainty_score":0.008262694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289680088035588,"score_gpt":0.2517840395645689,"score_spread":0.228887238684213,"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."}}