{"id":"W4229025008","doi":"10.2196/37534","title":"Community Health Worker-Led mHealth-Enabled Diabetes Self-management Education and Support Intervention in Rural Latino Adults: Single-Arm Feasibility Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"mHealth; Medicine; Intervention (counseling); Community health; Diabetes mellitus; Gerontology; Health education; Rural community; Physical therapy; Public health; Nursing; Psychological intervention; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002618659,0.0002813043,0.0005577512,0.0005016073,0.0004621395,0.00009030518,0.0002168154,0.00006501462,0.0003779113],"category_scores_gemma":[0.0001049794,0.0003011523,0.0001385128,0.000722668,0.00006056292,0.0003014555,0.0003458609,0.0005997252,0.00001275943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151698,"about_ca_system_score_gemma":0.0001821445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001597718,"about_ca_topic_score_gemma":0.00009809992,"domain_scores_codex":[0.9967035,0.0009453887,0.0008423899,0.0004156969,0.000417863,0.0006751313],"domain_scores_gemma":[0.9985076,0.0001468167,0.0004197418,0.0006120704,0.00008577957,0.0002280616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002370671,0.02447779,0.7434286,0.003174911,0.0001593225,8.009667e-7,0.003985374,0.000003846801,0.000037169,0.000179425,0.007173258,0.2150088],"study_design_scores_gemma":[0.03755258,0.007415217,0.9313217,0.0008926172,0.0001705435,5.949611e-7,0.01451758,0.0005289002,0.0000622093,0.001185651,0.005948134,0.0004042618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988447,0.0004333383,0.000001074192,0.002435702,0.0009938558,0.004790127,0.00001202796,0.00020074,0.002686154],"genre_scores_gemma":[0.9936523,0.00003321967,0.0004095176,0.00121439,0.0001703931,0.00234243,0.000928033,0.00003888156,0.001210766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2146045,"threshold_uncertainty_score":0.999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021642085570956,"score_gpt":0.3166390727627066,"score_spread":0.2964226519069971,"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."}}