{"id":"W2076854065","doi":"10.1016/s1499-2671(08)24226-7","title":"Effectiveness of Self-Management Education Interventions Elements: A Meta-Analysis.","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Psychological intervention; Meta-analysis; Intervention (counseling); Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02194464,0.002673418,0.01134388,0.003079013,0.0006497853,0.002088708,0.001661177,0.002456152,0.003470857],"category_scores_gemma":[0.04820711,0.00151639,0.03660354,0.002599406,0.0007597853,0.001513105,0.001325935,0.002866146,0.000326707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0019909,"about_ca_system_score_gemma":0.001871592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005692224,"about_ca_topic_score_gemma":0.007728002,"domain_scores_codex":[0.9771675,0.01502461,0.003749806,0.001658865,0.001889526,0.0005096289],"domain_scores_gemma":[0.9650006,0.02766368,0.003831839,0.001593132,0.001301457,0.0006093697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.04412773,0.0003352841,0.004980416,0.01990625,0.9183143,0.00004624056,0.00007852232,0.00053093,0.0003145446,0.00008963623,0.000261643,0.01101455],"study_design_scores_gemma":[0.01207343,0.001846104,0.004235247,0.001485306,0.9792778,0.00003645448,0.00003187461,0.0002175421,0.0002387219,0.0001283513,0.0004091797,0.00002006166],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2396746,0.741804,0.008079355,0.001178119,0.001972256,0.002600339,0.002492314,0.000222052,0.001977013],"genre_scores_gemma":[0.9239471,0.06516388,0.00578786,0.0006704325,0.000394493,0.002215454,0.00115533,0.0000552323,0.0006101761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9886561,"threshold_uncertainty_score":0.1160557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611471944820065,"score_gpt":0.2968884922131346,"score_spread":0.260773772764934,"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."}}