{"id":"W1859280204","doi":"10.1089/dia.2013.0278","title":"Evaluating the Feasibility and Impact of an Internet-Based Lifestyle Management Program in a Diabetes Care Setting","year":2014,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Hamilton Health Sciences; Heart and Stroke Foundation of Canada","keywords":"Medicine; Glycated hemoglobin; Body mass index; Confidence interval; Diabetes mellitus; Type 2 diabetes; Weight management; Cohort; Internal medicine; Obesity; Diabetes management; Overweight; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005489806,0.0004008489,0.0003894648,0.0005894391,0.0009200326,0.001223286,0.0009655902,0.0007160225,0.003183329],"category_scores_gemma":[0.01216811,0.0002905866,0.0005945612,0.0004105222,0.0004010721,0.0007676946,0.00130353,0.0009405906,0.000283774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564495,"about_ca_system_score_gemma":0.003997336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005986019,"about_ca_topic_score_gemma":0.01098883,"domain_scores_codex":[0.9962788,0.002303459,0.0002107037,0.0002330032,0.000511097,0.0004630244],"domain_scores_gemma":[0.9916611,0.003161195,0.001130838,0.000263817,0.00071659,0.003066429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01930677,0.1535545,0.5855648,0.0009074261,0.0004561019,0.000435961,0.002129128,0.0009516648,0.002283209,0.0001155595,0.001131023,0.2331639],"study_design_scores_gemma":[0.01087413,0.1584408,0.8174163,0.0003337528,0.0005998894,0.0003277782,0.004109376,0.004396409,0.001283808,0.0001106983,0.002039303,0.00006768402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985564,0.00006897667,0.00008066928,0.0001318675,0.00001234853,0.0005662285,0.000044384,0.00001010902,0.0005289316],"genre_scores_gemma":[0.9961476,0.0001700163,0.002242988,0.0002279285,0.00004980877,0.0008292157,0.0001313044,0.000003380581,0.0001978719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005986019,"threshold_uncertainty_score":0.02903324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06436877032981898,"score_gpt":0.4735960170554179,"score_spread":0.409227246725599,"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."}}