{"id":"W4403287122","doi":"10.1016/j.cct.2024.107713","title":"DiaBetter Together: Clinical trial protocol for a strengths-based Peer Mentor intervention for young adults with type 1 diabetes transitioning to adult care","year":2024,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Breakthrough T1D Canada; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Protocol (science); Intervention (counseling); Clinical trial; Type 2 diabetes; Young adult; Randomized controlled trial; Type 1 diabetes; Diabetes mellitus; Peer group; Gerontology; Family medicine; Nursing; Alternative medicine; Developmental psychology; Surgery; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02257292,0.0004239012,0.001830517,0.0001790906,0.000449777,0.00009165126,0.0003038561,0.0009117623,0.000230453],"category_scores_gemma":[0.02597219,0.0003028555,0.001351685,0.0003255902,0.00008399246,0.0002341874,0.00004882214,0.001094989,0.00008414737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001380708,"about_ca_system_score_gemma":0.002119791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004301882,"about_ca_topic_score_gemma":0.0001491728,"domain_scores_codex":[0.9855208,0.006389821,0.005726708,0.001092027,0.000507491,0.0007631003],"domain_scores_gemma":[0.9695562,0.02656561,0.0009722597,0.0004907241,0.001810493,0.0006047685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4087669,0.001012973,0.09708945,0.01293242,0.0005067119,0.0000103537,0.003521414,0.000003042644,0.000005249372,0.0001398786,0.372907,0.1031046],"study_design_scores_gemma":[0.3057954,0.02501263,0.001595316,0.01186495,0.0004485763,1.134091e-7,0.003183442,0.001472685,0.00003448188,0.0002311582,0.6495286,0.0008325817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1459633,0.000429407,0.01362849,0.02414243,0.01384638,0.7985479,0.002342088,0.0007059806,0.0003940293],"genre_scores_gemma":[0.4552508,0.000008975595,0.003390637,0.005707027,0.01896083,0.5140592,0.001238772,0.0001757166,0.001208018],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3092875,"threshold_uncertainty_score":0.9999424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4196567061225234,"score_gpt":0.6158000863794872,"score_spread":0.1961433802569638,"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."}}