{"id":"W4407763435","doi":"10.1016/j.cct.2025.107849","title":"Intervention to reduce barriers to type 1 diabetes self-management: Diabetes Journey study design and participant characteristics","year":2025,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor; Chrysler (Canada)","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Research design; Intervention (counseling); Diabetes management; Gerontology; Family medicine; Physical therapy; Nursing; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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"],"consensus_categories":[],"category_scores_codex":[0.02565705,0.0002702734,0.001652944,0.0004776457,0.0001472879,0.000206011,0.0002913334,0.000128276,0.0001380586],"category_scores_gemma":[0.02389032,0.0002125606,0.0002668303,0.0007406909,0.00008087813,0.0001359967,0.0005120045,0.0003170169,0.000117487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003981443,"about_ca_system_score_gemma":0.0001739787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002180731,"about_ca_topic_score_gemma":4.672166e-7,"domain_scores_codex":[0.9930164,0.003020781,0.002350559,0.0007017205,0.0003887281,0.0005218255],"domain_scores_gemma":[0.9950051,0.002861141,0.0003113013,0.0006002205,0.0002348291,0.0009874197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004204808,0.003017767,0.682645,0.0008906915,0.006128967,0.00009918222,0.0005813372,0.000004322198,0.0007256897,0.0002471627,0.1413959,0.1600591],"study_design_scores_gemma":[0.03087837,0.02004623,0.7749376,0.004199087,0.004635347,1.763186e-7,0.003287447,0.001560637,0.001399256,0.001095759,0.1568816,0.001078469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826817,0.0007125354,0.0003551025,0.00559867,0.001582222,0.007291515,0.000008994487,0.0001534252,0.001615856],"genre_scores_gemma":[0.9907712,0.0001055701,0.0009188346,0.002670713,0.0003130698,0.0003190512,0.00001695173,0.0000309965,0.004853637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1589807,"threshold_uncertainty_score":0.9843318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3539397584192757,"score_gpt":0.5027615241091349,"score_spread":0.1488217656898592,"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."}}