{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03799152,0.007599289,0.01101457,0.003041109,0.004819227,0.004378608,0.003870071,0.007630332,0.1009241],"category_scores_gemma":[0.02845047,0.004627796,0.005511861,0.003608846,0.003645623,0.00380283,0.002977173,0.0094481,0.01871866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00537331,"about_ca_system_score_gemma":0.01721789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003556193,"about_ca_topic_score_gemma":0.006530195,"domain_scores_codex":[0.9779417,0.01221146,0.00223765,0.001867868,0.003022315,0.002718979],"domain_scores_gemma":[0.9862266,0.003672786,0.002450019,0.001784331,0.003852333,0.002013891],"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":[0.8076938,0.03753513,0.001400386,0.03145692,0.002432254,0.0003855522,0.001036778,0.004189045,0.003123963,0.007432341,0.04062221,0.06269175],"study_design_scores_gemma":[0.9123668,0.03094125,0.002064575,0.003572021,0.0008643499,0.00006328506,0.0002079853,0.002230529,0.0009220707,0.003819075,0.04282315,0.00012487],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005674271,0.00007094102,0.0004995376,0.00006370085,0.0001200668,0.997976,0.0003772558,0.00004840382,0.0002767649],"genre_scores_gemma":[0.0004238113,0.00003832005,0.0007065499,0.00005010194,0.00001395947,0.9985556,0.00004496277,0.000002172519,0.0001645413],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1009241,"threshold_uncertainty_score":0.3376248,"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."}}