{"id":"W2801511884","doi":"10.2196/medinform.9629","title":"Diabetes-Related Behavior Change Knowledge Transfer to Primary Care Practitioners and Patients: Implementation and Evaluation of a Digital Health Platform","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Diabetes Management and Education","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Digital health; Primary care; Knowledge transfer; Health care; Knowledge management; Computer science; Family medicine","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":[0.01333694,0.0006162587,0.0006062969,0.0009735744,0.0008416317,0.00207253,0.00115152,0.001586754,0.003365862],"category_scores_gemma":[0.029219,0.0003796724,0.001178965,0.0004961019,0.0007513182,0.001699848,0.002574743,0.001416194,0.0005138367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361098,"about_ca_system_score_gemma":0.003964369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002380281,"about_ca_topic_score_gemma":0.001823929,"domain_scores_codex":[0.9953294,0.002426629,0.0004205401,0.0004959464,0.0008376151,0.0004900278],"domain_scores_gemma":[0.9846615,0.008954634,0.001175897,0.001395149,0.001592262,0.002220476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01999591,0.2895288,0.07676589,0.001264677,0.000664095,0.0003744779,0.006775978,0.003924394,0.004990329,0.0005246929,0.002505231,0.5926855],"study_design_scores_gemma":[0.04611712,0.5135433,0.3609324,0.0008303143,0.002599328,0.0004778997,0.007333269,0.03118734,0.02139061,0.001411338,0.01377405,0.000403041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944267,0.00004613118,0.0009983795,0.0002993435,0.00004724203,0.002828193,0.000110021,0.0001275601,0.00111634],"genre_scores_gemma":[0.9762294,0.0001893992,0.01646075,0.0003839339,0.00005727129,0.005141757,0.0003743859,0.00002593756,0.001137261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333694,"threshold_uncertainty_score":0.07053334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04306264529615009,"score_gpt":0.3779376597786679,"score_spread":0.3348750144825178,"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."}}