{"id":"W1984936526","doi":"10.5888/pcd9.110313","title":"Lasting Effects of a 2-Year Diabetes Self-Management Support Intervention: Outcomes at 1-Year Follow-Up","year":2012,"lang":"en","type":"article","venue":"Preventing Chronic Disease","topic":"Diabetes Management and Education","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Self-management; Psychological intervention; Intervention (counseling); Diabetes mellitus; Empowerment; Diabetes management; Gerontology; Physical therapy; Type 2 diabetes; Family medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004710396,0.0002045154,0.0003136449,0.0001560877,0.00008845046,0.00002459559,0.0001361515,0.00003526878,0.000669985],"category_scores_gemma":[0.0001933277,0.0001934375,0.0003595799,0.0001896677,0.00003377926,0.0002578938,0.0003088064,0.00008178932,0.0002481265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002834276,"about_ca_system_score_gemma":0.00005512166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002843329,"about_ca_topic_score_gemma":0.000001392181,"domain_scores_codex":[0.9983466,0.00006298085,0.0003924744,0.0002669934,0.0003546999,0.0005762216],"domain_scores_gemma":[0.9989176,0.00008599564,0.000241884,0.0003990994,0.00004805699,0.0003073966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004313585,0.0009982111,0.9793493,0.009068852,0.0006214411,0.000004417005,0.0002553736,0.000001620896,0.00008271731,0.0005797271,0.003271204,0.005724052],"study_design_scores_gemma":[0.005377214,0.0001933103,0.9823564,0.001509319,0.002385594,2.676394e-7,0.0001411703,0.0001388794,0.001064979,0.0001142785,0.006447572,0.000271017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920511,0.0008517915,0.00003711847,0.0001504316,0.001248947,0.000856712,0.000002863857,0.0001643588,0.004636676],"genre_scores_gemma":[0.9837247,0.00002637874,0.0005165985,0.00006897191,0.0002900234,0.0001190313,0.0001023513,0.00003893432,0.01511303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01047635,"threshold_uncertainty_score":0.7888152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008417688686857727,"score_gpt":0.2708453753577811,"score_spread":0.2624276866709234,"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."}}