{"id":"W4413256694","doi":"10.1097/jcma.0000000000001267","title":"Highlights","year":2025,"lang":"en","type":"article","venue":"Journal of the Chinese Medical Association","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007064884,0.00005653152,0.0001946898,0.00007105657,0.00004213499,0.00001142447,0.0001197617,0.00007636273,0.000128509],"category_scores_gemma":[0.001685382,0.00002496163,0.0001760426,0.0002728274,0.00001064095,0.00004448528,0.00004396673,0.0001893947,0.00001371825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083732,"about_ca_system_score_gemma":0.0001177384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001976013,"about_ca_topic_score_gemma":0.000004339919,"domain_scores_codex":[0.9987638,0.0000462623,0.0002687819,0.00004217766,0.0007917922,0.00008716679],"domain_scores_gemma":[0.9993395,0.0001231639,0.0002460844,0.00008703305,0.0001454641,0.00005877883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000798497,0.0005684229,0.7612455,0.00006252747,0.001185469,0.00003905629,0.0001151521,0.000003029206,0.0002115164,0.002304784,0.2126527,0.02153195],"study_design_scores_gemma":[0.002541568,0.00008806928,0.8796048,0.0002993686,0.0003913606,0.000007385264,0.00001149584,0.0001177634,0.0002578866,0.003237502,0.1134076,0.00003515369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8056072,0.0002695918,0.00008649196,0.1719618,0.001838047,0.0001128225,3.631417e-7,0.00001038769,0.02011327],"genre_scores_gemma":[0.970183,0.00009518868,0.00007469246,0.003174042,0.0004136395,0.000001381954,8.289416e-7,0.000003293579,0.02605401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1687878,"threshold_uncertainty_score":0.2017681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003258362572384845,"score_gpt":0.2588975439390214,"score_spread":0.2556391813666365,"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."}}