{"id":"W3014466363","doi":"10.2196/17038","title":"Acceptability of an Embodied Conversational Agent for Type 2 Diabetes Self-Management Education and Support via a Smartphone App: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Diabetes Victoria; National Health and Medical Research Council; Roche Diabetes Care; Deakin University; Bupa Foundation; Diabetes Australia; University of Melbourne","keywords":"Medicine; Embodied cognition; Smartphone app; Self-management; Type 2 diabetes; Diabetes mellitus; Mobile apps; Dialog system; Human–computer interaction; Medical education; Internet privacy; World Wide Web; Artificial intelligence; Computer science; Dialog box; Endocrinology","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":[0.02268987,0.0008990724,0.001237631,0.001073388,0.001587248,0.002557805,0.0009419651,0.00112759,0.003311257],"category_scores_gemma":[0.02785404,0.0006694181,0.001731138,0.0006582312,0.0009549505,0.001625598,0.001784744,0.001127242,0.0004795595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416213,"about_ca_system_score_gemma":0.002477701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001554172,"about_ca_topic_score_gemma":0.002977816,"domain_scores_codex":[0.9888324,0.007011894,0.001080666,0.0009196146,0.00159925,0.0005562094],"domain_scores_gemma":[0.9809538,0.01271755,0.001691812,0.0008468992,0.003152872,0.000637034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.013417,0.04983907,0.1171995,0.01458726,0.001730496,0.001837679,0.3702338,0.0005514756,0.01231898,0.001301701,0.002198784,0.4147843],"study_design_scores_gemma":[0.00617287,0.220941,0.3339994,0.008919333,0.004523345,0.002312187,0.3615986,0.005253478,0.01445271,0.002053132,0.03893174,0.0008423215],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920207,0.0005002071,0.001597836,0.0001141321,0.00003188272,0.004189961,0.0001505087,0.00001220592,0.00138259],"genre_scores_gemma":[0.962261,0.001535213,0.01188339,0.0006146027,0.0000984712,0.02145131,0.0002221304,0.00002427997,0.001909694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02268987,"threshold_uncertainty_score":0.119997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08852408281679469,"score_gpt":0.4875385741313338,"score_spread":0.3990144913145391,"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."}}