{"id":"W3048741396","doi":"10.1016/j.jcjd.2020.07.005","title":"Systematic Evaluation of Canadian Diabetes Smartphone Applications for People With Type 1, Type 2 and Gestational Diabetes","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; Health Sciences Centre; Western University; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Usability; Diabetes mellitus; Type 2 diabetes; Gestational diabetes; Android (operating system); Type 1 diabetes; Blood Glucose Self-Monitoring; Mobile apps; Rating scale; World Wide Web; Continuous glucose monitoring; Endocrinology; Pregnancy; Gestation; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01228905,0.001461507,0.004690554,0.006052187,0.001627312,0.002066656,0.002212551,0.001661032,0.003289352],"category_scores_gemma":[0.06157084,0.001111785,0.01162936,0.007086158,0.0009539184,0.001166584,0.0024691,0.001661536,0.0001858752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02003662,"about_ca_system_score_gemma":0.05807145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6559475,"about_ca_topic_score_gemma":0.8612221,"domain_scores_codex":[0.9835542,0.005280039,0.004725976,0.001255852,0.004548573,0.000635404],"domain_scores_gemma":[0.9668429,0.01207628,0.009031773,0.0008337524,0.009994739,0.001220574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0125095,0.0003958805,0.05405423,0.6265354,0.1489654,0.000228066,0.002776027,0.0004762024,0.0005055963,0.0004780315,0.01568257,0.1373932],"study_design_scores_gemma":[0.01574723,0.002934367,0.1831066,0.313413,0.4467416,0.0003071128,0.002310577,0.0006577728,0.0004881784,0.0003329357,0.03357338,0.000387403],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1073184,0.8604899,0.0007503057,0.002862046,0.0009844506,0.007600882,0.01592371,0.0001097733,0.003960613],"genre_scores_gemma":[0.6057953,0.3681955,0.007169966,0.004966611,0.0002688297,0.00655557,0.005671691,0.00005018187,0.00132623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3440525,"threshold_uncertainty_score":0.6921574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0514584229718087,"score_gpt":0.3429618162003241,"score_spread":0.2915033932285154,"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."}}