{"id":"W1861527463","doi":"10.2196/mhealth.3986","title":"Popular Glucose Tracking Apps and Use of mHealth by Latinos With Diabetes: Review","year":2015,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Diabetes mellitus; Medicine; Population; Gerontology; Disease; Environmental health; Psychological intervention; Internal medicine; Nursing; Endocrinology","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","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004002167,0.001360574,0.006892415,0.0004415889,0.001508934,0.00003414127,0.0004890463,0.001372252,0.00007985115],"category_scores_gemma":[0.0004892184,0.001044646,0.0002355876,0.001460071,0.0003626518,0.0003840615,0.0002587063,0.00360822,0.00006188257],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006582592,"about_ca_system_score_gemma":0.01023171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005421942,"about_ca_topic_score_gemma":0.0001620183,"domain_scores_codex":[0.9857314,0.002925965,0.005492992,0.001863339,0.0009898228,0.00299647],"domain_scores_gemma":[0.9851275,0.00145435,0.005662841,0.001460317,0.0007268406,0.005568139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004415973,0.0001016456,0.0004571821,0.4475852,0.00002810315,0.000001486613,0.0002533976,5.165193e-8,5.779327e-8,0.000371494,0.04148263,0.5096745],"study_design_scores_gemma":[0.001173525,0.0006780144,0.0001646062,0.09129179,0.00115624,0.00001429176,0.0001418101,0.00001549252,3.323352e-8,0.0000272853,0.9047198,0.0006170897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006776492,0.9713725,0.00003999419,0.002457628,0.0002426053,0.02309078,0.00169878,0.0002375206,0.0001825785],"genre_scores_gemma":[0.00003941603,0.9683936,0.001378408,0.01502095,0.0005022389,0.01259762,0.001541519,0.0002876976,0.0002385605],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8632372,"threshold_uncertainty_score":0.9999242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.203720035185784,"score_gpt":0.4989530231805519,"score_spread":0.2952329879947678,"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."}}