{"id":"W4391683697","doi":"10.2196/49491","title":"Care Partner Engagement in Secure Messaging Between Patients With Diabetes and Their Clinicians: Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Chronic Disease Prevention and Health Promotion; National Institute of Diabetes and Digestive and Kidney Diseases; Agency for Healthcare Research and Quality; Centers for Disease Control and Prevention; U.S. National Library of Medicine; National Institute on Aging; American Diabetes Association","keywords":"Patient portal; Glycemic; Proxy (statistics); Medicine; Cohort; Family medicine; Health care; Patient satisfaction; Diabetes mellitus; Nursing; Internal medicine; Computer science","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":[0.002212462,0.0004197822,0.0005877147,0.0008856567,0.001996754,0.001931918,0.0007885879,0.0008362079,0.003644941],"category_scores_gemma":[0.008165029,0.0007332129,0.001038641,0.001906351,0.0004966136,0.001805691,0.002156423,0.002270162,0.0006501683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008690022,"about_ca_system_score_gemma":0.00136783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0179519,"about_ca_topic_score_gemma":0.02477367,"domain_scores_codex":[0.9976159,0.0006054208,0.0003156743,0.0006635627,0.0003899057,0.0004095724],"domain_scores_gemma":[0.9956986,0.0007031568,0.001797429,0.0005818898,0.0004931705,0.00072579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003145601,0.0003081611,0.9952473,0.00004821916,0.0001556933,0.0001033704,0.001514653,0.00001703515,0.00008194889,0.00005737931,0.0005739144,0.001577761],"study_design_scores_gemma":[0.0001404891,0.0007413686,0.9907151,0.0001211144,0.0002179291,0.0004808854,0.005624805,0.0002782684,0.00006992796,0.0001171645,0.001458083,0.00003481201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979905,0.0002543473,0.0001152295,0.00009955264,0.00001359273,0.0001306036,0.0009198526,0.000003145343,0.0004732336],"genre_scores_gemma":[0.9981027,0.0001959275,0.0002254125,0.0001881089,0.00002242947,0.0002655762,0.0006981488,0.000006529726,0.0002950716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0179519,"threshold_uncertainty_score":0.03569484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225846000964081,"score_gpt":0.4002392010385249,"score_spread":0.3679807410288841,"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."}}