{"id":"W3006706324","doi":"10.2196/15219","title":"Internet-Based Lifestyle Intervention to Prevent Type 2 Diabetes Through Healthy Habits: Design and 6-Month Usage Results of Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novo Nordisk Fonden","keywords":"Randomized controlled trial; Type 2 diabetes; Intervention (counseling); Medicine; Psychological intervention; The Internet; Physical therapy; Coaching; Diabetes mellitus; Gerontology; Psychology; Nursing; World Wide Web; Computer science; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0048645,0.0003232916,0.002211821,0.0001447829,0.0002832264,0.00001728223,0.0002626001,0.0002701783,0.0001518684],"category_scores_gemma":[0.005535572,0.0002552393,0.0003111384,0.0004585868,0.0001249455,0.0001241362,0.0001202256,0.0005064826,0.0001062193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111063,"about_ca_system_score_gemma":0.000605064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001140069,"about_ca_topic_score_gemma":0.00003224051,"domain_scores_codex":[0.9913991,0.003985526,0.002818513,0.0006173485,0.000343477,0.0008360219],"domain_scores_gemma":[0.9901559,0.006996918,0.001358759,0.0004173677,0.0003474338,0.0007235717],"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":[0.9562579,0.0008223429,0.001237663,0.002246218,0.0001479048,3.944034e-7,0.002137039,0.00005619238,0.0002380575,0.0007132701,0.03198827,0.004154789],"study_design_scores_gemma":[0.9621121,0.004431674,0.0004743899,0.0008834866,0.0001564564,2.312631e-8,0.0001472031,0.007789852,0.000540638,0.0003577569,0.02285148,0.000254932],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8778669,0.00296556,0.004887439,0.02715525,0.001144441,0.08477076,0.0001081211,0.0002904109,0.0008111562],"genre_scores_gemma":[0.9217573,0.0001854947,0.004061172,0.01190275,0.0004725669,0.06113557,0.0001063059,0.00005521262,0.0003235569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0438905,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04752713868131355,"score_gpt":0.3871822817179726,"score_spread":0.3396551430366591,"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."}}