{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02090219,0.003461976,0.01001152,0.00178395,0.001575953,0.002260787,0.001570554,0.004439066,0.01142169],"category_scores_gemma":[0.02439789,0.001594812,0.006614572,0.001704979,0.002215056,0.00240443,0.00151087,0.002929623,0.001712087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001743117,"about_ca_system_score_gemma":0.00336051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907849,"about_ca_topic_score_gemma":0.002378917,"domain_scores_codex":[0.9760786,0.01651475,0.002367441,0.001852582,0.001808897,0.001377788],"domain_scores_gemma":[0.9887269,0.004726245,0.002265126,0.00124435,0.002000187,0.00103721],"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":[0.9752126,0.01222655,0.0008257744,0.001153293,0.002240048,0.00002542199,0.00007965275,0.0002102497,0.0005359358,0.00009452641,0.0003703823,0.007025722],"study_design_scores_gemma":[0.9145856,0.07871929,0.003046899,0.000123266,0.001871434,0.00001502381,0.00003700606,0.0004356352,0.0003411456,0.0001462654,0.0006558752,0.00002252858],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5611242,0.006098975,0.006606628,0.000733929,0.002517522,0.4133949,0.004329973,0.0005595079,0.00463433],"genre_scores_gemma":[0.4291219,0.002276037,0.01349474,0.0007950976,0.001013196,0.5471518,0.001344695,0.00009711846,0.00470541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02090219,"threshold_uncertainty_score":0.1105427,"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."}}