{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002073524,0.000634938,0.001562974,0.004914408,0.0004162732,0.001839953,0.001124435,0.001283295,0.003677139],"category_scores_gemma":[0.01147557,0.0004009685,0.001728135,0.005190348,0.0005681723,0.002245099,0.0009824529,0.000964333,0.0004873744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000832018,"about_ca_system_score_gemma":0.002924328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005935729,"about_ca_topic_score_gemma":0.01085509,"domain_scores_codex":[0.9986799,0.0003343839,0.0004299984,0.0001641299,0.0003100132,0.00008148041],"domain_scores_gemma":[0.9862077,0.01011784,0.00212315,0.0001010806,0.001232766,0.0002175106],"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":[0.0002124923,0.0001101865,0.006530079,0.2626224,0.0007197318,0.0001808836,0.0009194788,0.00008210727,0.000201811,0.0005219088,0.01713937,0.7107596],"study_design_scores_gemma":[0.0001639001,0.0003889816,0.04941435,0.6297755,0.006754574,0.002945157,0.002646216,0.0002877066,0.0004136295,0.0006730628,0.3064166,0.0001203228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008931505,0.998103,0.00003091536,0.0003535516,0.0001131804,0.00001685545,0.00007117219,0.000005237016,0.000412876],"genre_scores_gemma":[0.004646781,0.9945169,0.0001189819,0.0003705191,0.0001519424,0.00004005615,0.00006519221,0.000002611147,0.00008704509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005935729,"threshold_uncertainty_score":0.01230121,"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."}}