{"id":"W4405896619","doi":"10.1097/hm9.0000000000000141","title":"World’s top 50 high-impact research studies in traditional medicine in 2024","year":2024,"lang":"en","type":"article","venue":"Acupuncture and Herbal Medicine","topic":"Traditional Chinese Medicine Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traditional medicine; Medicine; Business","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002192363,0.0005927424,0.001618443,0.002415449,0.0001221122,0.00001394219,0.0001444065,0.0001538802,0.001533546],"category_scores_gemma":[0.001584592,0.0002713053,0.0001008295,0.002788776,0.001930293,0.0001828641,0.0000845425,0.001788849,0.0000349886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005493126,"about_ca_system_score_gemma":0.0002194533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397222,"about_ca_topic_score_gemma":0.00211467,"domain_scores_codex":[0.9960379,0.0001938082,0.0008328276,0.000795712,0.001448207,0.0006915238],"domain_scores_gemma":[0.9962774,0.002782132,0.00004603344,0.0003154931,0.0002394804,0.0003394769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001173429,0.0003228734,0.04773918,0.00339153,0.0009841369,0.007343609,0.02098641,0.00001370531,0.003371243,0.02872134,0.8741419,0.01181066],"study_design_scores_gemma":[0.009195122,0.004965154,0.7508626,0.02457525,0.0005379381,0.001705119,0.009853566,0.0001778499,0.00005133902,0.08982732,0.1076924,0.0005563722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5078807,0.2478319,0.00001842731,0.2173716,0.003449314,0.00127759,0.00004272685,0.0001602345,0.02196747],"genre_scores_gemma":[0.9803588,0.006639014,0.00009593867,0.00204442,0.005318445,0.0001275432,0.0001403006,0.00005024006,0.005225338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7664495,"threshold_uncertainty_score":0.9999739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.203215308256089,"score_gpt":0.4640842336437984,"score_spread":0.2608689253877094,"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."}}