{"id":"W3021895698","doi":"10.2196/17842","title":"Mobile Delivery of the Diabetes Prevention Program in People With Prediabetes: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prediabetes; Randomized controlled trial; Medicine; Diabetes mellitus; mHealth; Physical therapy; Type 2 diabetes; Gerontology; Psychological intervention; Internal medicine; Nursing; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002218377,0.001429538,0.003956999,0.0007880552,0.0006721764,0.001217704,0.0009883511,0.00266071,0.01033865],"category_scores_gemma":[0.004821185,0.0005747103,0.002579559,0.0007481395,0.0008198079,0.001198286,0.0006633119,0.002300311,0.0007611118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007800214,"about_ca_system_score_gemma":0.001493218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928843,"about_ca_topic_score_gemma":0.002172361,"domain_scores_codex":[0.9984778,0.0007220329,0.0002007037,0.0002855141,0.0001388983,0.0001750806],"domain_scores_gemma":[0.9985544,0.0005966576,0.0003525235,0.00007332626,0.0001049671,0.0003181344],"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":[0.9607421,0.007974148,0.00107381,0.003423523,0.002511218,0.00004650658,0.00006312512,0.0001550301,0.0002686928,0.0001351102,0.0008367877,0.02277009],"study_design_scores_gemma":[0.9768136,0.01962233,0.001395208,0.000308021,0.001102611,0.00001587907,0.00002433543,0.0002110313,0.00006834575,0.00009759381,0.0003342886,0.000006871708],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375786,0.02474687,0.001762655,0.002379955,0.003064654,0.02324023,0.002221492,0.0003112647,0.004694265],"genre_scores_gemma":[0.9393284,0.009269078,0.003643418,0.0021374,0.001586278,0.03994124,0.0009607128,0.00002039795,0.003113072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01033865,"threshold_uncertainty_score":0.03458619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03608625075981317,"score_gpt":0.4035285363110646,"score_spread":0.3674422855512514,"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."}}