{"id":"W4289861221","doi":"10.1111/dme.14931","title":"From clinic to community: A randomized controlled trial of a peer support model for adults with type 2 diabetes from specialty care settings in British Columbia","year":2022,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Diabetes Association","keywords":"Medicine; Type 2 diabetes; Body mass index; Randomized controlled trial; Peer support; Diabetes mellitus; Specialty; Waist; Blood pressure; Physical therapy; Gerontology; Internal medicine; Family medicine; Nursing; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003040059,0.0001853408,0.002517883,0.0001769369,0.0001403754,0.00003199953,0.0002432772,0.00006979575,0.00271408],"category_scores_gemma":[0.004057794,0.0002000244,0.0001940297,0.0003972115,0.000164399,0.00005584199,0.0001115002,0.0003896521,0.000005578268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292061,"about_ca_system_score_gemma":0.0002752372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067852,"about_ca_topic_score_gemma":0.008074389,"domain_scores_codex":[0.9968969,0.0004757853,0.001093178,0.0003609341,0.0007950796,0.0003780839],"domain_scores_gemma":[0.9963304,0.002081406,0.0004155309,0.0005019446,0.0004845418,0.0001861169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8547528,0.001250735,0.01902677,0.0004004371,0.0007594253,0.000008510586,0.04070072,0.00004821667,0.00008016182,0.000002565849,0.0769868,0.00598282],"study_design_scores_gemma":[0.9642892,0.004228456,0.002787885,0.0008699544,0.001563465,1.636542e-7,0.0195789,0.004803894,0.00000925981,0.0006453828,0.001017928,0.0002055204],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847056,0.0002785512,0.00004215852,0.00244422,0.0009398207,0.01024619,0.0002087364,0.00003817179,0.001096608],"genre_scores_gemma":[0.9858056,0.00002008848,0.0007600391,0.002391332,0.000612004,0.002915316,0.00368238,0.00004776984,0.003765427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1095364,"threshold_uncertainty_score":0.9981976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644955284840403,"score_gpt":0.2788534081904617,"score_spread":0.2624038553420576,"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."}}