{"id":"W2170242722","doi":"10.1136/amiajnl-2011-000307","title":"Systematic review and evaluation of web-accessible tools for management of diabetes and related cardiovascular risk factors by patients and healthcare providers","year":2012,"lang":"en","type":"review","venue":"Journal of the American Medical Informatics Association","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Usability; Diabetes mellitus; Health care; Medicine; Web application; Sustainability; Computer science; World Wide Web; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01473031,0.0002097829,0.002809946,0.0001280012,0.0002604841,0.00001143269,0.0002233508,0.0002457755,0.000005320427],"category_scores_gemma":[0.004726122,0.0001243987,0.0003208331,0.000373317,0.00009319571,0.0002537389,0.0001107525,0.0006792104,4.991008e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005426098,"about_ca_system_score_gemma":0.0008127567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003426989,"about_ca_topic_score_gemma":0.000002145241,"domain_scores_codex":[0.9919646,0.002151919,0.003984394,0.00009457394,0.001479384,0.0003251071],"domain_scores_gemma":[0.9782076,0.002141024,0.01809078,0.0002704585,0.0009629888,0.0003271865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001692874,0.00002857787,0.002594686,0.7574522,0.0009685369,7.052857e-9,0.0003020666,2.509767e-7,4.299207e-9,0.0000186924,0.0007334311,0.2378999],"study_design_scores_gemma":[0.003465919,0.0005546289,0.006015939,0.8213887,0.08171168,0.000003960722,0.003796906,0.0006869967,2.298345e-7,0.0002271717,0.08167452,0.000473395],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005844133,0.9826292,0.00002893245,0.0003114828,0.0001977786,0.01072509,0.0002280192,0.000004777214,0.00003051874],"genre_scores_gemma":[0.002258089,0.9959614,0.0001890262,0.0002730294,0.00002265722,0.001203576,0.00006454989,0.00001803958,0.000009660667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2374265,"threshold_uncertainty_score":0.565795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05131557824087894,"score_gpt":0.4205619524205157,"score_spread":0.3692463741796367,"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."}}