{"id":"W4415008583","doi":"10.3390/diabetology6100116","title":"Are There Mental Health Benefits for Those Who Deliver Peer Support? A Mobile App Intervention for Adults with Type 1 Diabetes","year":2025,"lang":"en","type":"article","venue":"Diabetology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; University of British Columbia","funders":"","keywords":"Psychosocial; Peer support; Mental health; Distress; Social support; Type 1 diabetes; Intervention (counseling); Peer group","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000971714,0.0004449585,0.0004403852,0.0003402564,0.001262624,0.0007752067,0.0005931061,0.0007757535,0.005239123],"category_scores_gemma":[0.004172703,0.0001759013,0.0007841625,0.0001490464,0.0001856172,0.000813762,0.001762393,0.0009896287,0.0004523542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154793,"about_ca_system_score_gemma":0.001036214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839831,"about_ca_topic_score_gemma":0.004548741,"domain_scores_codex":[0.999494,0.0002276062,0.0000289885,0.00005335292,0.00006127702,0.0001348976],"domain_scores_gemma":[0.9990675,0.0002530328,0.00008797915,0.00002532183,0.00006188064,0.0005042081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.006508049,0.03921404,0.05587183,0.003467732,0.0003739955,0.001288285,0.01339356,0.0001732845,0.003465615,0.0002143238,0.01463767,0.8613917],"study_design_scores_gemma":[0.02355755,0.1330295,0.6842948,0.007967035,0.002939367,0.002310051,0.08026394,0.003100366,0.003723953,0.001455374,0.05705736,0.0003006832],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919149,0.001234901,0.0002509677,0.002249358,0.0002369231,0.0009830695,0.0001112096,0.00006734546,0.002951289],"genre_scores_gemma":[0.9878454,0.002389605,0.003238484,0.001075887,0.0002697294,0.00345987,0.000146761,0.000008803266,0.00156545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005239123,"threshold_uncertainty_score":0.01752663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073489672709464,"score_gpt":0.3362232696722915,"score_spread":0.3154883729451968,"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."}}