{"id":"W3093529300","doi":"10.2196/24422","title":"Digital Support for Healthier Eating Habits Among Patients With Type 2 Diabetes: Protocol for a Randomized Clinical Trial Within Primary Care (HAPPY Trial)","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stockholms Läns Landsting; Karolinska Institutet","keywords":"Medicine; Randomized controlled trial; mHealth; Type 2 diabetes; Clinical trial; Intervention (counseling); Diabetes mellitus; Physical therapy; Gerontology; Family medicine; Psychological intervention; Psychiatry; 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":[0.02487144,0.005571024,0.0092254,0.002119412,0.00383349,0.003539549,0.003005269,0.006814612,0.08063645],"category_scores_gemma":[0.0199047,0.002596203,0.004515471,0.002667575,0.003031898,0.003286822,0.002225968,0.006988064,0.01404663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003598385,"about_ca_system_score_gemma":0.01141241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001816188,"about_ca_topic_score_gemma":0.003774115,"domain_scores_codex":[0.9852564,0.008640736,0.001616679,0.001345536,0.001294174,0.001846401],"domain_scores_gemma":[0.9922202,0.001766519,0.001589162,0.001138111,0.001805343,0.001480668],"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":[0.8911588,0.023187,0.0009745592,0.01714486,0.001729286,0.0004028861,0.0004864283,0.002098333,0.00244626,0.003439186,0.02262552,0.03430685],"study_design_scores_gemma":[0.9416182,0.02626948,0.001700257,0.002177763,0.0006489893,0.00006714036,0.0001222871,0.001000706,0.0004876204,0.00196824,0.02385574,0.00008366701],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001300475,0.0001348163,0.000677228,0.0001230361,0.0001606111,0.9964729,0.0006756391,0.00004684862,0.0004084856],"genre_scores_gemma":[0.0008746184,0.0000643876,0.0008294391,0.00009514074,0.00002877557,0.9978076,0.00009772145,0.000002664283,0.0001997763],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08063645,"threshold_uncertainty_score":0.2697558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3271130926671171,"score_gpt":0.6209203723196652,"score_spread":0.2938072796525481,"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."}}