{"id":"W4312136554","doi":"10.2196/44793","title":"Improving Self-management of Type 2 Diabetes in Latinx Patients: Protocol for a Sequential Multiple Assignment Randomized Trial Involving Community Health Workers, Registered Nurses, and Family Members","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Management and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Randomized controlled trial; Protocol (science); Medicine; Type 2 diabetes; Family medicine; Self-management; Nursing; Diabetes mellitus; Alternative medicine; Computer science; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01966358,0.005227215,0.008823698,0.002627358,0.003903566,0.003250994,0.00364331,0.007083729,0.05099039],"category_scores_gemma":[0.01633651,0.003184694,0.003814409,0.002761743,0.003537417,0.002910971,0.002203239,0.00778455,0.007561226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004239724,"about_ca_system_score_gemma":0.01542304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003187251,"about_ca_topic_score_gemma":0.005779617,"domain_scores_codex":[0.9853881,0.008740104,0.00133642,0.001360503,0.001418012,0.001756744],"domain_scores_gemma":[0.9916824,0.001843061,0.001760832,0.001108217,0.00164609,0.00195934],"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":[0.8979332,0.05553753,0.0007591321,0.00554944,0.001147455,0.0001684932,0.0004612065,0.002178819,0.001527943,0.002155676,0.007386742,0.02519443],"study_design_scores_gemma":[0.9584674,0.03110122,0.0008657832,0.00047486,0.0002728118,0.00002131149,0.00008340667,0.001137214,0.0002950046,0.001004171,0.006228901,0.00004792516],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003596987,0.00009759848,0.0008523914,0.0001286306,0.0001699214,0.9942783,0.000373094,0.00005992277,0.0004431556],"genre_scores_gemma":[0.00291908,0.0000790678,0.001456928,0.0001168692,0.00003308047,0.9950389,0.00006324513,0.000002787583,0.0002899792],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05099039,"threshold_uncertainty_score":0.1705799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2106144002210151,"score_gpt":0.500069582576192,"score_spread":0.289455182355177,"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."}}