{"id":"W2209526423","doi":"10.1016/j.jcjd.2015.04.009","title":"How Can Diabetes Applications Be Better?","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Intensive care medicine; Endocrinology","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":[0.01763313,0.0008433709,0.0007845628,0.002775063,0.004885396,0.02260688,0.002472394,0.01118072,0.0776537],"category_scores_gemma":[0.06620602,0.0005539355,0.001689192,0.002888989,0.00467923,0.02658827,0.005619496,0.01048649,0.02377369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006871053,"about_ca_system_score_gemma":0.0194361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06077218,"about_ca_topic_score_gemma":0.08000462,"domain_scores_codex":[0.9869587,0.004527787,0.0007691672,0.0008926577,0.004244214,0.002607601],"domain_scores_gemma":[0.9609262,0.01185587,0.001763656,0.001963609,0.01261708,0.0108735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000137709,0.0004226137,0.003154632,0.0006369695,0.0000394725,0.000186006,0.001221759,0.0001001474,0.0002404749,0.04083287,0.6673045,0.2857229],"study_design_scores_gemma":[0.00008631757,0.000071253,0.003942377,0.001474755,0.00005624816,0.0001897974,0.003579679,0.0001253306,0.0002034278,0.02369056,0.966513,0.00006717709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003001244,0.01619497,0.0009162197,0.8935897,0.01309057,0.00003935525,0.0002885444,0.0003264424,0.07255311],"genre_scores_gemma":[0.1331811,0.08780599,0.01094581,0.6166228,0.02587293,0.0003335713,0.001249224,0.0006457764,0.1233428],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0776537,"threshold_uncertainty_score":0.2597775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05522523557325235,"score_gpt":0.3479858242343114,"score_spread":0.292760588661059,"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."}}