{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002493529,0.000190745,0.0002791156,0.0002572241,0.0002658216,0.00009197201,0.0001563396,0.00003061009,0.0005750814],"category_scores_gemma":[0.00005818865,0.0001318291,0.0001581029,0.0002710918,0.0001186963,0.0001442488,0.0002088875,0.0002402,0.0000226443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008088307,"about_ca_system_score_gemma":0.00004426812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001441909,"about_ca_topic_score_gemma":0.00000270385,"domain_scores_codex":[0.9985814,0.00000687358,0.0001519626,0.000337919,0.0003812107,0.0005406319],"domain_scores_gemma":[0.9994126,0.00006356776,0.00005749473,0.0002639269,0.00006489998,0.000137523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002259792,0.0006894717,0.9314771,0.0003157406,0.001486342,0.000007077859,0.0006062631,0.00003504848,0.00021316,0.001925795,0.04139712,0.02162087],"study_design_scores_gemma":[0.01728415,0.05952102,0.8075194,0.0005734619,0.00093235,0.00001074165,0.006176569,0.002073006,0.01412686,0.01317391,0.07659022,0.00201834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922336,0.0001527249,0.000007042249,0.001707425,0.0001383787,0.0009684882,0.000235684,0.00008694451,0.004469725],"genre_scores_gemma":[0.9850476,0.000005077305,0.00002484725,0.0002451211,0.00009745432,0.0001417594,0.0009923526,0.00004478586,0.01340094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1239578,"threshold_uncertainty_score":0.6296739,"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."}}