{"id":"W4298092000","doi":"10.2196/42554","title":"Leveraging Social Media to Increase Access to an Evidence-Based Diabetes Intervention Among Low-Income Chinese Immigrants: Protocol for a Pilot Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Management and Education","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Center for Chronic Disease Prevention and Health Promotion; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; School of Medicine, New York University; York University","keywords":"Psychosocial; Medicine; Randomized controlled trial; Chinese americans; Psychological intervention; Glycemic; Intervention (counseling); Diabetes management; Health literacy; Gerontology; Health care; Type 2 diabetes; Family medicine; Immigration; Nursing; Diabetes mellitus; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03308698,0.006602267,0.01234809,0.003397571,0.005375267,0.005600312,0.003839276,0.007977935,0.09530119],"category_scores_gemma":[0.03522945,0.004366982,0.007325971,0.003749901,0.004263455,0.004993783,0.002751374,0.01061807,0.01300561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006252123,"about_ca_system_score_gemma":0.01751002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003813559,"about_ca_topic_score_gemma":0.007006575,"domain_scores_codex":[0.9809198,0.00948959,0.003188459,0.001834912,0.002340687,0.002226549],"domain_scores_gemma":[0.9829965,0.004888183,0.003132553,0.001886732,0.004719622,0.002376476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7844172,0.04065175,0.001324359,0.06141054,0.004466052,0.0005693538,0.00127612,0.002603561,0.002887873,0.005910971,0.03109764,0.06338466],"study_design_scores_gemma":[0.9375542,0.02363126,0.001754081,0.005929436,0.001288808,0.00006106876,0.0002470668,0.001555037,0.0007852942,0.00280667,0.02426902,0.0001181049],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005927298,0.0001093476,0.0004173102,0.0000761665,0.0001487172,0.9980041,0.0003575445,0.00004432135,0.0002497587],"genre_scores_gemma":[0.0005369171,0.00004720065,0.0007321038,0.00005374166,0.00001855467,0.9984607,0.00003863903,0.000002029191,0.0001100421],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09530119,"threshold_uncertainty_score":0.3188142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2119398273755349,"score_gpt":0.5389930023842919,"score_spread":0.327053175008757,"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."}}