{"id":"W4416276174","doi":"10.1016/j.pedn.2025.11.005","title":"Effectiveness of peer-based interventions among adolescents with type 1 diabetes: A systematic review","year":2025,"lang":"en","type":"article","venue":"Journal of Pediatric Nursing","topic":"Diabetes Management and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Psychological intervention; Clinical Practice; MEDLINE; Foundation (evidence); Pediatric 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":[0.0020727,0.0001005599,0.000710346,0.0006264754,0.00003383446,0.00001710877,0.0001396036,0.00003628989,0.00001072256],"category_scores_gemma":[0.000843982,0.00006533963,0.0002809305,0.001017976,0.00005867514,0.00008401562,0.00001495967,0.0002381794,0.000002255665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001288179,"about_ca_system_score_gemma":0.0001756281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.582228e-7,"about_ca_topic_score_gemma":1.718979e-7,"domain_scores_codex":[0.9983064,0.0002689004,0.0005936094,0.00009026548,0.0005699648,0.0001708868],"domain_scores_gemma":[0.9982012,0.0001504716,0.000483667,0.000173755,0.0009129282,0.00007796308],"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":[0.0001582195,0.0006061585,0.1737663,0.8238326,0.0002086388,0.00001736313,0.00001418432,0.00001501238,0.00005829851,0.000008566275,0.0009872424,0.0003273554],"study_design_scores_gemma":[0.001586536,0.0008800546,0.1034453,0.8877928,0.005906876,0.000001554991,0.00004604704,0.0001027001,0.0001383675,0.00003390932,0.000002965183,0.00006287608],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087346,0.08472954,0.002412514,0.0004838151,0.0007139614,0.00198123,0.000001308061,0.0000175661,0.0009254288],"genre_scores_gemma":[0.9990236,0.000393866,0.0001567776,0.00003638377,0.00007902714,0.000006070978,0.000001946999,0.00001094533,0.0002913967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09028895,"threshold_uncertainty_score":0.2664473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865896630974101,"score_gpt":0.3481601864474299,"score_spread":0.3295012201376889,"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."}}