{"id":"W4297458492","doi":"10.2196/30602","title":"The Effects of a Lifestyle Intervention Supported by the InterWalk Smartphone App on Increasing Physical Activity Among Persons With Type 2 Diabetes: Parallel-Group, Randomized Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for Strategic Research; Vissing Fonden; Novo Nordisk Fonden; Novo Nordisk; Augustinus Fonden; Diabetesforeningen; Odense Universitetshospital; Danmarks Grundforskningsfond; Steno Diabetes Center Copenhagen; TrygFonden; Parker Institute for Cancer Immunotherapy; National Research Foundation; Strategiske Forskningsråd","keywords":"Type 2 diabetes; Randomized controlled trial; Physical activity; Intervention (counseling); mHealth; Gerontology; Smartphone app; Physical therapy; Psychology; Diabetes mellitus; Smartphone application; Medicine; Psychological intervention; Multimedia; Computer science; Internet privacy; Psychiatry","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":[0.002499242,0.002219837,0.004146809,0.0007822366,0.0009876626,0.001367478,0.001404473,0.002825574,0.008301626],"category_scores_gemma":[0.003917562,0.001263177,0.003095059,0.000584143,0.001172976,0.001433344,0.001131583,0.003024085,0.001269122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111574,"about_ca_system_score_gemma":0.001920209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002684867,"about_ca_topic_score_gemma":0.004062502,"domain_scores_codex":[0.9978671,0.0009030116,0.0002500941,0.0005194615,0.0001911006,0.0002692697],"domain_scores_gemma":[0.9984713,0.0003640346,0.0003848086,0.0001627521,0.0001678563,0.0004492398],"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":[0.96334,0.0253735,0.0004425396,0.0008014419,0.0009458083,0.00002443825,0.00005762698,0.0001629091,0.0007143698,0.00004729677,0.0002537273,0.007836247],"study_design_scores_gemma":[0.9423939,0.05502027,0.001384886,0.00004511532,0.0005589156,0.000007786108,0.00001959181,0.0001923321,0.000143406,0.00005707714,0.0001677064,0.000008972367],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571854,0.001951722,0.0009042009,0.0005472182,0.001165125,0.03501258,0.00105061,0.0001873052,0.001995828],"genre_scores_gemma":[0.932169,0.00171436,0.004816871,0.00103987,0.0009102756,0.05502002,0.000806916,0.00002603364,0.003496615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008301626,"threshold_uncertainty_score":0.02777165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033386695594407,"score_gpt":0.3348710007282608,"score_spread":0.3145371337723167,"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."}}