{"id":"W2174282403","doi":"10.1370/afm.1853","title":"Effects of Providing Peer Support on Diabetes Management in People With Type 2 Diabetes","year":2015,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Glycemic; Diabetes mellitus; Trainer; Physical therapy; Peer support; Type 2 diabetes; Peer group; Family medicine; Baseline (sea); Nursing; Psychology","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":[0.001268994,0.0001528459,0.0004436747,0.0002825369,0.00001690695,0.000003816262,0.0001611831,0.00003267527,0.0000176443],"category_scores_gemma":[0.0003424795,0.00008607282,0.00003305468,0.0005935153,0.0001331472,0.00006702032,0.00004692485,0.0001062722,0.00001434685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002258043,"about_ca_system_score_gemma":0.00004202042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003236212,"about_ca_topic_score_gemma":0.000003186408,"domain_scores_codex":[0.998502,0.00005574501,0.000303312,0.0001751984,0.0006696248,0.0002941206],"domain_scores_gemma":[0.9989232,0.0001919339,0.0001663509,0.0003391067,0.0002777709,0.000101627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001248726,0.0011627,0.7195191,0.00480523,0.0009154193,0.00002281053,0.007622863,0.0001006202,0.009969297,0.001172521,0.2220404,0.03142036],"study_design_scores_gemma":[0.003971742,0.008129599,0.9462443,0.0021753,0.0004563031,2.535023e-7,0.002849711,0.0001496321,0.02921268,0.0004750687,0.006168812,0.0001665921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713979,0.0007792322,0.000002332858,0.007880873,0.0002469846,0.00079195,5.886208e-7,0.00002050048,0.01887959],"genre_scores_gemma":[0.9953243,0.0001138413,0.00006306252,0.002140551,0.0001258261,0.00004075642,0.00002861249,0.00001980341,0.002143271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2267253,"threshold_uncertainty_score":0.3509948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128543623017966,"score_gpt":0.3666890709938572,"score_spread":0.2381454479758911,"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."}}