{"id":"W4213213201","doi":"10.2337/ds21-0081","title":"Peer Support Interventions on Digital Platforms for Children With Type 1 Diabetes and Their Caregivers","year":2022,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Social media; Psychological intervention; Peer support; Digitization; Modalities; Digital health; Social support; Digital media; Type 2 diabetes; Internet privacy; Medical education; Diabetes mellitus; Nursing; World Wide Web; Health care; Psychotherapist; Psychology; Computer science","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":[0.0009411182,0.0002703575,0.0003018818,0.0003699497,0.0009538943,0.0005010057,0.0005013398,0.0002771647,0.003595741],"category_scores_gemma":[0.004357822,0.00008156116,0.0003393925,0.0002354055,0.0002344371,0.0006050447,0.001732733,0.0005201907,0.0001660325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00046018,"about_ca_system_score_gemma":0.001119267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560482,"about_ca_topic_score_gemma":0.005890606,"domain_scores_codex":[0.9993427,0.000365764,0.00003766963,0.00004549044,0.00009387668,0.0001144633],"domain_scores_gemma":[0.9990247,0.0004415068,0.0001507197,0.00002998317,0.00006382565,0.0002891893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009954958,0.004986844,0.03354266,0.002596244,0.0001982605,0.00166318,0.02209748,0.000378401,0.001248455,0.001389647,0.01108583,0.9198175],"study_design_scores_gemma":[0.005577612,0.02983456,0.4541659,0.01949302,0.00210271,0.007909635,0.2594326,0.003427457,0.008498138,0.007790194,0.2015437,0.0002244867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793298,0.007660322,0.0005663286,0.001967496,0.00020616,0.0002803033,0.00004943689,0.00003534356,0.009904933],"genre_scores_gemma":[0.9782768,0.01454978,0.00436513,0.0002857977,0.0001416485,0.0006556277,0.00006497266,0.000005988288,0.00165418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003595741,"threshold_uncertainty_score":0.01202893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751581707013829,"score_gpt":0.2587514066974874,"score_spread":0.2412355896273491,"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."}}