{"id":"W4200035234","doi":"10.1016/j.pcd.2021.12.005","title":"Technology-based and supervised exercise interventions for individuals with type 2 diabetes: Randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Primary care diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Smartwatch; Randomized controlled trial; Glycemic; Wearable computer; Type 2 diabetes; Physical therapy; Wearable technology; Physical medicine and rehabilitation; Diabetes mellitus; Computer science; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001549529,0.0002988851,0.002119215,0.00034817,0.0009145593,0.00002762088,0.0001894464,0.0003725352,0.000189968],"category_scores_gemma":[0.001474529,0.0002285828,0.0003791359,0.0005727398,0.000218195,0.00008858479,0.00009933774,0.0004662287,0.00002340908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001513065,"about_ca_system_score_gemma":0.002100605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000415974,"about_ca_topic_score_gemma":0.00002155446,"domain_scores_codex":[0.9964694,0.000617231,0.001256084,0.0005608693,0.000228335,0.0008680657],"domain_scores_gemma":[0.9939842,0.003573457,0.0004872641,0.0005560959,0.001082694,0.0003162822],"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":[0.7619802,0.001098072,0.08925518,0.03812633,0.0009059441,0.000003388634,0.001320802,0.0000113735,0.0005242071,0.004304997,0.007122324,0.09534723],"study_design_scores_gemma":[0.9786208,0.0004269115,0.0004286833,0.002197069,0.0007783984,9.508845e-8,0.0007558992,0.000133093,0.0002409696,0.001036968,0.01511334,0.0002678086],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9015895,0.04283732,0.00035795,0.004162922,0.000933635,0.0479093,0.0003400549,0.0004214753,0.001447848],"genre_scores_gemma":[0.4844326,0.002772469,0.0321589,0.01025613,0.0005628454,0.4641676,0.004342495,0.0001939522,0.001112969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4171569,"threshold_uncertainty_score":0.9321336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334825470584157,"score_gpt":0.354356108743891,"score_spread":0.3310078540380494,"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."}}