{"id":"W2390342413","doi":"","title":"Survey of Health Education Conditions and Demand of Elderly Patients with Diabetes in Communities","year":2011,"lang":"en","type":"article","venue":"","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Health education; Quarter (Canadian coin); Intervention (counseling); Family medicine; Patient education; Gerontology; Nursing; Public health","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":[0.0004009832,0.0002264596,0.0002080628,0.0009866322,0.0007081962,0.0002976802,0.0001575967,0.0003773369,0.002153383],"category_scores_gemma":[0.001150143,0.0002323379,0.0002977611,0.0006875035,0.0001682663,0.0003183815,0.000444463,0.0004154039,0.0003478001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004170255,"about_ca_system_score_gemma":0.000511381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01621947,"about_ca_topic_score_gemma":0.02692086,"domain_scores_codex":[0.9996734,0.00006420229,0.00004556117,0.00003525431,0.00008395603,0.00009769386],"domain_scores_gemma":[0.9986501,0.0001445599,0.0004070373,0.00002645422,0.0002192711,0.0005525883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003931275,0.0001154666,0.9981567,0.00001757838,0.00001238317,0.0000544898,0.0002471116,0.00001538761,0.0001387022,0.000003836069,0.0001822719,0.001016666],"study_design_scores_gemma":[0.000008499926,0.0001743276,0.9986601,0.000004878778,0.000007822399,0.0001118509,0.0007691873,0.00005107577,0.00003145844,0.000003952858,0.0001736835,0.000003239008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992913,0.00003449261,0.00001406999,0.0000371913,0.00000192533,0.00001082196,0.00034697,0.000001843374,0.0002613748],"genre_scores_gemma":[0.998899,0.00006248314,0.00006317224,0.00005834743,0.000007792177,0.00002602378,0.0005919564,7.351866e-7,0.0002905075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01621947,"threshold_uncertainty_score":0.03225011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053066711926157,"score_gpt":0.2807711326674087,"score_spread":0.2402404655481472,"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."}}