{"id":"W2998417233","doi":"10.2196/15995","title":"Actual Use of Multiple Health Monitors Among Older Adults With Diabetes: Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Nursing Research; Boston College","keywords":"Medicine; Gerontology; Diabetes mellitus; Descriptive statistics; Physical therapy","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":[0.0006739044,0.000245592,0.0005515453,0.0002077991,0.0006376493,0.00001059069,0.00020816,0.00007922524,0.000206878],"category_scores_gemma":[0.00007188965,0.0002001558,0.00003596075,0.0004392317,0.00005404801,0.0002673903,0.0001017357,0.0007406283,0.0001800085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045429,"about_ca_system_score_gemma":0.0006720543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002891389,"about_ca_topic_score_gemma":0.001416508,"domain_scores_codex":[0.9965627,0.0004717148,0.0009708829,0.0005376066,0.0003851268,0.001072026],"domain_scores_gemma":[0.9966995,0.0009915434,0.000729188,0.0008052882,0.0002194966,0.0005550156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001477109,0.0007758214,0.9835439,0.001481936,0.00002145914,5.184623e-7,0.007740212,0.00002458393,0.00002039582,0.00002189985,0.002116269,0.004105302],"study_design_scores_gemma":[0.003764301,0.001529282,0.9782136,0.001399332,0.00001188656,1.388045e-7,0.01069327,0.0004771842,0.00001296637,0.000002577934,0.00371411,0.0001813178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819439,0.00007390587,0.00005810404,0.0004534756,0.0003373719,0.01673152,0.00003712679,0.0001804337,0.0001841348],"genre_scores_gemma":[0.9873434,0.00002666739,0.000407698,0.001306574,0.0001646925,0.01005792,0.00004046044,0.00006539234,0.0005871717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006673597,"threshold_uncertainty_score":0.8162115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04735429607592775,"score_gpt":0.3907636499686892,"score_spread":0.3434093538927615,"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."}}