{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004797878,0.0007803061,0.001407749,0.0005166437,0.002280805,0.001403236,0.0008618946,0.001593373,0.008353077],"category_scores_gemma":[0.006768094,0.000601739,0.001191395,0.0008909493,0.0008736261,0.001394738,0.001606604,0.001722817,0.0006964424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00151504,"about_ca_system_score_gemma":0.006816161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003429721,"about_ca_topic_score_gemma":0.006154088,"domain_scores_codex":[0.9961856,0.002071997,0.0003139128,0.0005008311,0.0001994583,0.0007282047],"domain_scores_gemma":[0.9967176,0.0007827075,0.0006480419,0.0001905487,0.0005127808,0.001148274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.291593,0.2392392,0.3164487,0.00511978,0.003191136,0.0004023039,0.01081832,0.0009054999,0.004705821,0.00233682,0.006259039,0.1189804],"study_design_scores_gemma":[0.1318574,0.38133,0.4341169,0.001806082,0.005512692,0.0003965325,0.01502994,0.001884802,0.003422354,0.003964548,0.02048837,0.0001904995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9884672,0.0006200455,0.000842658,0.0004966096,0.00007149667,0.007420407,0.0006321723,0.00001163436,0.00143777],"genre_scores_gemma":[0.9515886,0.000518918,0.00463585,0.0007470766,0.00008775836,0.03984463,0.0005540652,0.00001274702,0.002010382],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008353077,"threshold_uncertainty_score":0.02794385,"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."}}