{"id":"W2736218151","doi":"10.2196/diabetes.6751","title":"Addressing Disparities in Diabetes Management Through Novel Approaches to Encourage Technology Adoption and Use","year":2017,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Patient portal; Business; Health equity; Gateway (web page); Ethnic group; Health information technology; Internet privacy; Medicine; Public relations; Nursing; Political science; Economic growth; Computer science; World Wide Web; Economics","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":[0.01822354,0.0005745386,0.0005966788,0.002305214,0.003592398,0.006837334,0.002558952,0.00241444,0.01245331],"category_scores_gemma":[0.04837131,0.0003386903,0.001487976,0.001532097,0.002561653,0.005621278,0.01328505,0.004820794,0.001779684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003431143,"about_ca_system_score_gemma":0.02131596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006254368,"about_ca_topic_score_gemma":0.01338074,"domain_scores_codex":[0.9859933,0.008912987,0.0005496253,0.001006948,0.002202514,0.001334679],"domain_scores_gemma":[0.9786728,0.01312544,0.001632257,0.00162841,0.001814548,0.003126469],"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":[0.0001355903,0.003109557,0.02142509,0.002367775,0.0001972181,0.0003275846,0.0234664,0.0009297009,0.001478847,0.06281085,0.05660774,0.8271435],"study_design_scores_gemma":[0.0007180906,0.001723749,0.04734238,0.0140237,0.0008032862,0.0005139086,0.04280738,0.008084651,0.003998828,0.1703635,0.7093891,0.0002315274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1647305,0.01552206,0.1091103,0.4957039,0.004181995,0.00468225,0.0008242276,0.001659888,0.2035848],"genre_scores_gemma":[0.6921432,0.01324988,0.2051766,0.06329557,0.001796882,0.007103884,0.0005807489,0.0002527756,0.01640051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01822354,"threshold_uncertainty_score":0.09637642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2956192328226311,"score_gpt":0.4326197186405263,"score_spread":0.1370004858178952,"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."}}