{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002432769,0.0003763712,0.0004578572,0.0008658049,0.001138398,0.0008584318,0.0004541248,0.0008239041,0.0014758],"category_scores_gemma":[0.004874768,0.000542627,0.0006980457,0.0005213224,0.0003529862,0.001008849,0.0009348397,0.001046701,0.0006030363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004193539,"about_ca_system_score_gemma":0.0006573403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005098923,"about_ca_topic_score_gemma":0.009498477,"domain_scores_codex":[0.9990181,0.0003254212,0.0001452117,0.0001326822,0.0002357401,0.0001429276],"domain_scores_gemma":[0.9964869,0.0007538163,0.0009377169,0.0002452027,0.0009138823,0.0006625153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004739317,0.003610873,0.9760197,0.0000851499,0.00007420103,0.0001975551,0.006866533,0.00002804587,0.0005740862,0.00001447771,0.000309517,0.01174602],"study_design_scores_gemma":[0.0001115752,0.004710556,0.987797,0.00003313138,0.00006483834,0.0002661972,0.005871182,0.0001847016,0.0001369979,0.00001870347,0.0007878941,0.00001723164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992617,0.00004608227,0.00005912157,0.00002528597,0.000004382676,0.0001303855,0.0001219241,0.000003352613,0.0003476677],"genre_scores_gemma":[0.9983327,0.0001322458,0.0005041388,0.0001379983,0.00002178629,0.0002938603,0.0001968791,0.000002612504,0.0003778779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005098923,"threshold_uncertainty_score":0.01286584,"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."}}