{"id":"W4385690869","doi":"10.1371/journal.pone.0288797","title":"Diabetes self-management education (DSME) for older persons in Western countries: A scoping review","year":2023,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Diabetes Management and Education","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Queen's University","funders":"Queen's University; Canadian Institutes of Health Research; Daewoo Shipbuilding & Marine Engineering","keywords":"MEDLINE; Medicine; Gerontology; Health care; Family medicine; Disease; Political science; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01065888,0.001498933,0.005543796,0.01323915,0.001100034,0.00367077,0.001817317,0.002834921,0.004464644],"category_scores_gemma":[0.04287432,0.001101333,0.005189496,0.01583165,0.00088667,0.003248195,0.002504605,0.001518312,0.0005546152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004288817,"about_ca_system_score_gemma":0.01731576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141366,"about_ca_topic_score_gemma":0.02278467,"domain_scores_codex":[0.9937967,0.001894518,0.00255339,0.0003216,0.001211915,0.0002218611],"domain_scores_gemma":[0.9764544,0.01587538,0.004264906,0.0002933938,0.00279485,0.000317055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009283907,0.00002895195,0.0004793151,0.8839357,0.001461281,0.0001085885,0.0006266306,0.0001074883,0.0001237203,0.0005008935,0.004033076,0.1085016],"study_design_scores_gemma":[0.000036311,0.0000599271,0.001246086,0.9760882,0.004874753,0.0001317939,0.0003102004,0.00004011802,0.00005001723,0.0001557397,0.01699298,0.00001399905],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006280232,0.9973375,0.0001555188,0.0004002578,0.0001966335,0.0004679154,0.0001747908,0.00000834359,0.0006309064],"genre_scores_gemma":[0.004020566,0.9939067,0.0005192696,0.0003823716,0.00007374564,0.0007973744,0.0001530454,0.000003565614,0.0001433755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01323915,"threshold_uncertainty_score":0.0563702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09935569081139185,"score_gpt":0.3688835859250149,"score_spread":0.269527895113623,"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."}}