{"id":"W3132275254","doi":"10.2196/27109","title":"A Digital Health Intervention (SweetGoals) for Young Adults With Type 1 Diabetes: Protocol for a Factorial Randomized Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Management and Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Drug Abuse","keywords":"Randomized controlled trial; Health coaching; Coaching; Psychological intervention; Type 2 diabetes; Intervention (counseling); Medicine; Digital health; Glycemic; Psychology; Physical therapy; Nursing; Health care; Diabetes mellitus; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004900087,0.0002736019,0.0009929272,0.0003704673,0.0003318348,0.0006298046,0.0002878375,0.0001548501,0.0002480592],"category_scores_gemma":[0.00521361,0.0001852305,0.0004873424,0.000768877,0.0003200194,0.0003825942,0.0002254978,0.0005078263,0.00002862214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000229753,"about_ca_system_score_gemma":0.001179439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005534956,"about_ca_topic_score_gemma":0.00001595764,"domain_scores_codex":[0.9950685,0.0006788502,0.0007734782,0.000742975,0.001460531,0.001275692],"domain_scores_gemma":[0.9949837,0.001477942,0.0002250801,0.0005847469,0.002334473,0.0003941093],"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":[0.9222962,0.00328281,0.0002288577,0.01162755,0.0002377865,0.000008700052,0.0001829135,3.105098e-7,0.00007650476,0.0004178315,0.02805455,0.03358594],"study_design_scores_gemma":[0.6847414,0.02338836,0.00001342874,0.006333759,0.00000859197,6.757805e-7,0.0001013467,0.0004304974,0.0005976469,0.0006469447,0.2835799,0.0001574147],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002421279,0.000005005084,0.001088584,0.0009888279,0.00005366774,0.9955949,0.0000611356,0.00009962207,0.001866144],"genre_scores_gemma":[0.0006749062,2.817791e-7,0.0008249328,0.00003620996,0.001104132,0.9847037,0.0002786342,0.00008352775,0.01229368],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2555254,"threshold_uncertainty_score":0.7553481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1725768624903948,"score_gpt":0.5507994354351571,"score_spread":0.3782225729447624,"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."}}