{"id":"W4383814624","doi":"10.1111/dme.15172","title":"Systematic review of technology‐mediated peer support interventions in paediatric type 1 diabetes care","year":2023,"lang":"en","type":"review","venue":"Diabetic Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Provincial Health Services Authority","funders":"","keywords":"Medicine; CINAHL; Psychological intervention; Peer support; Social support; Psychosocial; MEDLINE; Type 2 diabetes; Family medicine; Randomized controlled trial; Gerontology; Diabetes mellitus; Nursing; Psychiatry; Internal medicine","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003378227,0.0006223551,0.007519674,0.004144284,0.00003580176,0.000008916559,0.0007012706,0.0005054357,0.0009028865],"category_scores_gemma":[0.01532068,0.0004030945,0.0008942527,0.007540834,0.0003057592,0.00004185034,0.000386548,0.001037046,0.002093591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317895,"about_ca_system_score_gemma":0.0003980242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002419573,"about_ca_topic_score_gemma":0.000003357629,"domain_scores_codex":[0.9936261,0.0003745165,0.00314901,0.0006419547,0.001417442,0.0007909463],"domain_scores_gemma":[0.9957688,0.000746693,0.001011427,0.00128663,0.0009410803,0.0002453325],"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":[0.000001427043,0.0001081776,0.0002908147,0.9532444,0.0007063679,0.00008512655,0.00005631713,1.501327e-8,3.347581e-7,0.00002259662,0.01367425,0.03181019],"study_design_scores_gemma":[0.0006136479,0.0006596515,0.0000205685,0.8661051,0.01097625,0.00000234434,0.0002530351,0.00000266378,4.821354e-7,0.0000193112,0.1210941,0.0002527826],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000173827,0.9885975,4.451701e-7,0.001437627,0.0005786625,0.006814694,0.00006057127,0.0001821261,0.002311013],"genre_scores_gemma":[0.0000273749,0.9910861,0.00002084014,0.0001803562,0.0001787592,0.001075735,0.00257018,0.0001401249,0.004720549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1074199,"threshold_uncertainty_score":0.9998421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07060713132085461,"score_gpt":0.3947032680087706,"score_spread":0.324096136687916,"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."}}