{"id":"W2936518749","doi":"10.1177/2042018819839298","title":"Use of apps for physical activity in type 1 diabetes: current status and requirements for future development","year":2019,"lang":"en","type":"review","venue":"Therapeutic Advances in Endocrinology and Metabolism","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); York University","funders":"","keywords":"Modalities; Medicine; Smartphone application; Smartphone app; Psychological intervention; Mobile apps; Type 2 diabetes; Physical activity; Narrative review; Therapeutic modalities; App store; mHealth; Internet privacy; Multimedia; Diabetes mellitus; Computer science; World Wide Web; Intensive care medicine; Physical therapy; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003036323,0.0003280678,0.00179626,0.0002489524,0.0001747402,0.000002495416,0.0001233126,0.0002470592,0.00000388658],"category_scores_gemma":[0.00007025617,0.0002607566,0.00007138358,0.0002071106,0.000112092,0.0001531576,0.00008774264,0.0006714925,0.000002948745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009826371,"about_ca_system_score_gemma":0.0008487116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006316533,"about_ca_topic_score_gemma":0.00005575313,"domain_scores_codex":[0.9972842,0.000382768,0.0007584232,0.0005179135,0.00008534497,0.0009713078],"domain_scores_gemma":[0.9972512,0.001655071,0.0005974003,0.0002846263,0.00008798178,0.0001237543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000120174,0.0001394667,0.0003807834,0.03127594,0.00003120744,5.624986e-8,0.0003197739,3.940293e-7,6.216038e-7,0.01234558,0.000009244588,0.9553767],"study_design_scores_gemma":[0.001194127,0.00006648005,0.00149903,0.001880986,0.0001744503,2.418672e-7,0.00007278071,0.00001149656,0.000002118213,0.001498603,0.9934148,0.0001849518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003856822,0.9849945,0.0002255299,0.00005138068,0.001429895,0.009269373,0.0001439566,0.00001588765,0.00001265805],"genre_scores_gemma":[0.0004296094,0.9826232,0.0009686165,0.0001230334,0.000209511,0.01546536,0.00009353195,0.00003508644,0.00005201241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9934055,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2143891344857067,"score_gpt":0.5182514298942411,"score_spread":0.3038622954085344,"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."}}