{"id":"W3119062264","doi":"10.1097/md.0000000000024208","title":"Impact of lifestyle education for type 2 diabetes mellitus","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"National Natural Science Foundation of China","keywords":"Microalbuminuria; Medicine; Informed consent; Type 2 Diabetes Mellitus; Diabetes mellitus; Physical therapy; Physical examination; Clinical trial; Family medicine; Internal medicine; Alternative medicine; Endocrinology; Pathology","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":[0.0004880322,0.0003087328,0.0003824683,0.0002231258,0.0002643911,0.000269425,0.0002187794,0.000379447,0.007961151],"category_scores_gemma":[0.001243338,0.00007361528,0.0006396442,0.0002191826,0.00008622171,0.0002095548,0.0003248286,0.0005226339,0.0002089989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611814,"about_ca_system_score_gemma":0.0007299727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160812,"about_ca_topic_score_gemma":0.002368176,"domain_scores_codex":[0.9997295,0.0001390843,0.00001957099,0.00002580842,0.00003754985,0.00004856407],"domain_scores_gemma":[0.9995621,0.000134973,0.00007716917,0.00001289831,0.00002487508,0.000187934],"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":[0.04548523,0.07319025,0.08056097,0.006286537,0.00171181,0.0002440606,0.0004378034,0.00063881,0.002644641,0.0003298812,0.002233254,0.7862367],"study_design_scores_gemma":[0.01549733,0.08222381,0.8826182,0.002984863,0.002976974,0.0002319272,0.0004983407,0.001617946,0.001298622,0.0005327748,0.009480544,0.00003882625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811736,0.01040389,0.0002739436,0.001730537,0.0002794589,0.0003610296,0.0003462106,0.00003562862,0.005395834],"genre_scores_gemma":[0.9899975,0.005894298,0.001438158,0.0004752993,0.000214243,0.0002660257,0.0002172709,0.000004116473,0.001493093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007961151,"threshold_uncertainty_score":0.02663273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278575886106338,"score_gpt":0.3579954537260546,"score_spread":0.3301378651154208,"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."}}