{"id":"W7073643279","doi":"","title":"Mobile Health Biometrics to Enhance Exercise and Physical Activity Adherence in Type 2 Diabetes (MOTIVATE-T2D) : a decentralised feasibility randomised controlled trial delivered across the UK and Canada","year":2025,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Type 2 diabetes; Intervention (counseling); Physical activity; Clinical trial; Blood pressure; mHealth; Intention-to-treat analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004343225,0.001239659,0.00224451,0.0007109302,0.001780696,0.001340791,0.001204178,0.001829692,0.008933065],"category_scores_gemma":[0.004773967,0.0007743447,0.001474273,0.0009915186,0.001682038,0.0007679163,0.001420054,0.001657394,0.0005253524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006895683,"about_ca_system_score_gemma":0.02050623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2425152,"about_ca_topic_score_gemma":0.3183884,"domain_scores_codex":[0.9968768,0.001368728,0.0002446814,0.0004174907,0.0004016543,0.0006905894],"domain_scores_gemma":[0.997893,0.0003553431,0.0003977574,0.0001099492,0.0003017266,0.0009421973],"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":[0.79614,0.06812878,0.01010997,0.007669125,0.001585187,0.0002088387,0.001455221,0.001366364,0.003772336,0.0006510145,0.003429823,0.1054835],"study_design_scores_gemma":[0.8833842,0.0832782,0.02925747,0.0004331846,0.0005652759,0.00004164807,0.0003330232,0.0005752323,0.0003319241,0.0001456699,0.001608711,0.00004556448],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.902254,0.002090484,0.001306853,0.0006854327,0.0003292533,0.08856577,0.00182773,0.0001175933,0.002822916],"genre_scores_gemma":[0.9222706,0.001966069,0.007932081,0.0009406239,0.0002644072,0.06161409,0.0008107482,0.00002048553,0.004180955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7574848,"threshold_uncertainty_score":0.4822073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556067767996949,"score_gpt":0.2517747938228049,"score_spread":0.2262141161428354,"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."}}