{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000425492,0.000173692,0.0005032891,0.0002167199,0.0001326169,0.00002375118,0.0001394316,0.0001080529,0.0001600765],"category_scores_gemma":[0.0001098998,0.0001312705,0.0001438706,0.0002176428,0.00009501641,0.00006795778,0.0000856178,0.000121613,0.00001899176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007606071,"about_ca_system_score_gemma":0.00006556288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008246277,"about_ca_topic_score_gemma":0.0001064466,"domain_scores_codex":[0.9985441,0.0000478799,0.000262574,0.0003791107,0.0001760704,0.0005902471],"domain_scores_gemma":[0.9989891,0.00012184,0.0001501419,0.0002460908,0.0003902668,0.0001025644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002743506,0.001231539,0.2038905,0.005438511,0.001150879,0.000005758087,0.0007310102,0.00001532359,0.00008518396,0.002224795,0.2883721,0.4941108],"study_design_scores_gemma":[0.03904917,0.02642176,0.2176681,0.006574842,0.000713252,0.000002079578,0.005954988,0.00746646,0.004011752,0.001332523,0.6899002,0.000904908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846841,0.003821902,0.0002014795,0.005746143,0.0004174965,0.003987081,0.0001701071,0.00008411326,0.0008875538],"genre_scores_gemma":[0.9699185,0.0001455544,0.0006282674,0.002299604,0.0001047304,0.001510757,0.001206181,0.00004549828,0.02414086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4932059,"threshold_uncertainty_score":0.5353056,"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."}}