{"id":"W2971889463","doi":"10.2196/13746","title":"An Electronic Medication Module to Improve Health Literacy in Patients With Type 2 Diabetes Mellitus: Pilot Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health literacy; Randomized controlled trial; Psychological intervention; Intervention (counseling); Randomization; Family medicine; Health care; Patient education; Physical therapy; Nursing; Internal medicine","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":[0.002756837,0.001331211,0.003607845,0.0007646847,0.0007045987,0.001112299,0.001129565,0.002509382,0.009287504],"category_scores_gemma":[0.004771885,0.0008015732,0.002351815,0.0008354655,0.001157625,0.001098839,0.0008494994,0.002327314,0.000784762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008342933,"about_ca_system_score_gemma":0.001809901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931074,"about_ca_topic_score_gemma":0.003359912,"domain_scores_codex":[0.9977617,0.001388394,0.0002350593,0.0002486785,0.0001355104,0.0002307359],"domain_scores_gemma":[0.9976352,0.001052007,0.0005305292,0.0001568321,0.0001547747,0.0004706303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9601997,0.02348472,0.0007868208,0.001342312,0.00112107,0.0000436313,0.00007214148,0.0001320941,0.000478027,0.00005111735,0.0003806942,0.01190764],"study_design_scores_gemma":[0.952741,0.04530299,0.00121082,0.00004962005,0.0003341424,0.000007825071,0.0000162945,0.0001056418,0.00006606634,0.00002551947,0.0001349683,0.000005118342],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604131,0.004652779,0.0009310235,0.001073307,0.001077317,0.02837193,0.00127492,0.000200185,0.002005437],"genre_scores_gemma":[0.9457462,0.003534639,0.004524419,0.001651821,0.001026412,0.04018616,0.0007724716,0.00001845802,0.002539408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009287504,"threshold_uncertainty_score":0.03106982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948353854672161,"score_gpt":0.4785701631590779,"score_spread":0.4490866246123563,"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."}}