{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01655167,0.000616119,0.0006391028,0.0008430022,0.001521117,0.001455213,0.000555933,0.000615654,0.001968268],"category_scores_gemma":[0.01660379,0.0004261057,0.001026573,0.0006752663,0.0005634484,0.001085371,0.001385304,0.000949275,0.0004013794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170285,"about_ca_system_score_gemma":0.003735388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003431844,"about_ca_topic_score_gemma":0.005041222,"domain_scores_codex":[0.9962863,0.00224431,0.0003444038,0.0001837746,0.0005916046,0.0003496431],"domain_scores_gemma":[0.9902996,0.003999857,0.001136523,0.0005740616,0.003036913,0.0009531303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008973147,0.1214329,0.5547238,0.002905785,0.0006408164,0.001033748,0.08399145,0.0004547441,0.00475242,0.0007004394,0.002012351,0.2183785],"study_design_scores_gemma":[0.005656801,0.1506091,0.6496369,0.001308103,0.0009490336,0.0007252286,0.1623818,0.002729333,0.005366094,0.0005067313,0.01997176,0.0001590405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963569,0.00009084502,0.0001849979,0.00007733002,0.000007672944,0.00236264,0.0001209411,0.000005573775,0.0007929815],"genre_scores_gemma":[0.9888904,0.0005988626,0.003847626,0.0003586799,0.00003113299,0.005190626,0.0003047298,0.000009584172,0.0007683896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01655167,"threshold_uncertainty_score":0.08753467,"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."}}