{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002844006,0.0008623564,0.001964522,0.002887826,0.0003446642,0.002096346,0.001102958,0.001796336,0.004243197],"category_scores_gemma":[0.004781159,0.000417608,0.001680216,0.00211531,0.0006535872,0.002232225,0.001242342,0.002284145,0.001287106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000672331,"about_ca_system_score_gemma":0.002333438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002018434,"about_ca_topic_score_gemma":0.003472022,"domain_scores_codex":[0.9987777,0.000293313,0.0002457123,0.0001504017,0.00044232,0.00009053267],"domain_scores_gemma":[0.9944931,0.004214753,0.0004019316,0.0000658998,0.0007133576,0.0001109875],"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":[0.00006147203,0.00006110498,0.0002426696,0.05799842,0.000112064,0.00007991473,0.0001574738,0.0000948649,0.0003934415,0.001665929,0.008351034,0.9307816],"study_design_scores_gemma":[0.00006264495,0.0002901517,0.003140322,0.1147697,0.0008626009,0.001400065,0.0005006817,0.000246819,0.0004540176,0.002278574,0.8759357,0.0000587833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001226445,0.9988481,0.00006956729,0.0003285504,0.0001032682,0.00001008163,0.00001661834,0.000006293802,0.0004948071],"genre_scores_gemma":[0.0006431728,0.998607,0.0002712655,0.0002030516,0.00007868727,0.00001799877,0.0000202133,0.000001772809,0.000156813],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004243197,"threshold_uncertainty_score":0.0150407,"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."}}