{"id":"W2946524162","doi":"10.2196/12936","title":"An Evaluation of Digital Health Tools for Diabetes Self-Management in Hispanic Adults: Exploratory Study","year":2019,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Patient-Centered Outcomes Research Institute","keywords":"Type 2 Diabetes Mellitus; Exploratory research; Diabetes mellitus; Medicine; Self-management; Gerontology; Digital health; Self care; Health care; Psychology; Clinical psychology; Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.003614926,0.0002290159,0.0005770843,0.0003079374,0.0002792801,0.00002279434,0.0003060597,0.0001371767,0.000119835],"category_scores_gemma":[0.0001391492,0.0002223872,0.00006563026,0.0004611819,0.00002151497,0.0007054941,0.00007701475,0.000293759,0.0001572138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005730686,"about_ca_system_score_gemma":0.0008702616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001271959,"about_ca_topic_score_gemma":0.0001479667,"domain_scores_codex":[0.9957871,0.0007135681,0.00131492,0.0006012797,0.0005677354,0.001015387],"domain_scores_gemma":[0.9969272,0.0008013488,0.0006427245,0.0008502069,0.0004415292,0.0003369916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007559337,0.002604978,0.8631591,0.004915533,0.0000549035,6.349512e-8,0.00690274,0.00004407465,0.000041355,0.0009226299,0.00204582,0.1192332],"study_design_scores_gemma":[0.01939412,0.005382026,0.877524,0.001357567,0.0001165946,2.404619e-8,0.04857602,0.01355784,0.00004051289,0.002146824,0.03125499,0.0006495232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595037,0.0004094589,0.000008111088,0.0005474998,0.0003368213,0.03835158,0.0001438313,0.0001475428,0.0005514592],"genre_scores_gemma":[0.9114793,0.00005547559,0.0002579002,0.0009626032,0.0001099237,0.08678361,0.0002665163,0.00004646229,0.00003824283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1185837,"threshold_uncertainty_score":0.9068686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05677470605190828,"score_gpt":0.4294801372813166,"score_spread":0.3727054312294084,"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."}}