{"id":"W3097197798","doi":"10.2196/19488","title":"EatSmart, a Web-Based and Mobile Healthy Eating Intervention for Disadvantaged People With Type 2 Diabetes: Protocol for a Pilot Mixed Methods Intervention Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute for Physical Activity and Nutrition; Deakin University; Diabetes Australia","keywords":"Intervention (counseling); Protocol (science); Disadvantaged; Type 2 diabetes; Medicine; Intervention mapping; Diabetes mellitus; Psychology; Gerontology; Alternative medicine; Nursing","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":[0.01854493,0.002931482,0.004069139,0.002093815,0.004343021,0.002081278,0.003221764,0.003660479,0.06269852],"category_scores_gemma":[0.01081787,0.002590396,0.002878519,0.001669777,0.002103818,0.002034256,0.002778901,0.005589141,0.008571822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003247091,"about_ca_system_score_gemma":0.01312682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00501526,"about_ca_topic_score_gemma":0.00797087,"domain_scores_codex":[0.9910581,0.004827809,0.001060241,0.0009935558,0.0008582991,0.001202037],"domain_scores_gemma":[0.9945616,0.001577027,0.0006110261,0.0006085799,0.00137222,0.00126945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2378105,0.2289414,0.00694426,0.049374,0.0009782019,0.001963374,0.01134263,0.009497616,0.01301208,0.008285692,0.06747514,0.3643752],"study_design_scores_gemma":[0.5547725,0.1751911,0.03888917,0.01133901,0.001303126,0.0003959541,0.007295246,0.005194318,0.007213985,0.006962365,0.1907822,0.0006610342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002599776,0.00004067329,0.0009973415,0.00005261317,0.0000433209,0.9952361,0.0005425278,0.00003685531,0.0004507921],"genre_scores_gemma":[0.0008835162,0.00003627123,0.001664331,0.00003228715,0.000005773737,0.9971145,0.00007072467,0.000002069119,0.0001905124],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06269852,"threshold_uncertainty_score":0.2097474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3508608351748986,"score_gpt":0.6675442129144826,"score_spread":0.316683377739584,"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."}}