{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001799956,0.00007637023,0.0002293997,0.0001004834,0.00001927544,0.000003303101,0.00003597917,0.00003248061,0.0006679062],"category_scores_gemma":[0.0006656559,0.00005687233,0.00006588674,0.0003122633,0.00004146361,0.00004020316,0.00001066232,0.0000400041,0.000015609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004953801,"about_ca_system_score_gemma":0.0003429956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002141436,"about_ca_topic_score_gemma":0.000001342147,"domain_scores_codex":[0.9994045,0.00001363935,0.0001823281,0.0001311361,0.0001244913,0.0001438589],"domain_scores_gemma":[0.9991572,0.00007858395,0.0000694531,0.0002245171,0.0003855518,0.00008464786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001021426,0.001036721,0.4832387,0.0009473776,0.0003534654,0.000001274353,0.0007467767,0.000003690947,0.03141232,0.001397075,0.298651,0.1821095],"study_design_scores_gemma":[0.002156308,0.002353419,0.8805549,0.0007322464,0.0006959193,0.000003049509,0.000602656,0.0002324732,0.009511345,0.001648511,0.1013568,0.0001523342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806342,0.004435939,0.00004898358,0.004344141,0.0009363691,0.0002743111,0.000001864012,0.00002142691,0.0093028],"genre_scores_gemma":[0.9919177,0.000203625,0.0006361781,0.0004891295,0.0007899087,0.00002211066,0.0003815996,0.00001350264,0.005546284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3973162,"threshold_uncertainty_score":0.7313105,"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."}}