{"id":"W7117316915","doi":"10.1016/j.lana.2025.101348","title":"Regulatory bodies must critically assess their role in the wellness wave of supplement marketing","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Economics; University of Alberta","funders":"Stem Cell Network","keywords":"Work (physics); Perspective (graphical); Government (linguistics); MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002207079,0.0001600588,0.0006054353,0.00008568441,0.0002287034,0.000006636893,0.0002425592,0.000009742268,0.00008369414],"category_scores_gemma":[0.0002166379,0.0000817795,0.00008154347,0.0002574642,0.0005252962,0.00002608542,0.0001259086,0.0003189138,0.000001621719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009640842,"about_ca_system_score_gemma":0.0001887474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004730467,"about_ca_topic_score_gemma":0.0002177613,"domain_scores_codex":[0.997941,0.0005868751,0.0004697331,0.0002172457,0.000379241,0.0004059334],"domain_scores_gemma":[0.9974577,0.001854855,0.000153223,0.0003846446,0.0001037846,0.00004575022],"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":[0.003932989,0.001258755,0.311485,0.003524013,0.0007919743,0.0001049328,0.02638697,0.00002317747,0.0003949608,0.08166581,0.3404886,0.2299429],"study_design_scores_gemma":[0.001649924,0.0004364178,0.7246228,0.001086596,0.00005025451,0.00004196797,0.04679032,0.0002110753,0.0001116843,0.002434436,0.2224561,0.0001084988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5592629,0.004081067,0.0002463443,0.4261091,0.0002183059,0.0008850418,0.00004898368,0.00002699721,0.009121289],"genre_scores_gemma":[0.9754488,0.001094059,0.0003228075,0.02227578,0.0004926928,0.00007588913,0.00003446315,0.000007807596,0.0002476591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4161859,"threshold_uncertainty_score":0.3334871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124993170490306,"score_gpt":0.4105735078375609,"score_spread":0.2855803373472549,"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."}}