{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003103526,0.0003323292,0.002302842,0.0001526666,0.0007352971,0.00001046425,0.0002803473,0.0003081716,0.00007893035],"category_scores_gemma":[0.000441395,0.0001996365,0.0002185561,0.0009156001,0.0002457312,0.0001254968,0.0001029584,0.001074622,0.00001312201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593442,"about_ca_system_score_gemma":0.003680454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002652021,"about_ca_topic_score_gemma":0.0005290145,"domain_scores_codex":[0.992299,0.002860087,0.002529147,0.0005962692,0.00047843,0.001237123],"domain_scores_gemma":[0.9947836,0.001833565,0.001713897,0.0004700066,0.0002413956,0.0009574846],"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":[0.8917221,0.001022521,0.06362823,0.01098396,0.00005782468,3.101038e-7,0.006758722,0.00002079511,0.000008067632,0.001860786,0.001798321,0.02213835],"study_design_scores_gemma":[0.9729961,0.003106163,0.01308313,0.0005207622,0.0001898145,2.967e-7,0.001065155,0.002546614,0.000004129444,0.0003935396,0.005897393,0.0001968833],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9097117,0.002253884,0.00003257474,0.004623445,0.0003335279,0.08204044,0.00003368064,0.0001456777,0.000825108],"genre_scores_gemma":[0.8497486,0.002296352,0.0004408422,0.003955861,0.0003532387,0.1429744,0.00003402659,0.0000394238,0.0001572899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.081274,"threshold_uncertainty_score":0.8140938,"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."}}