{"id":"W4306728584","doi":"10.1001/jama.2022.15710","title":"USPSTF Recommendations on Vitamin and Mineral Supplements for Primary Prevention of Cardiovascular Disease and Cancer","year":2022,"lang":"en","type":"letter","venue":"JAMA","topic":"Antioxidant Activity and Oxidative Stress","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Cancer; Primary prevention; Disease; Vitamin; Vitamin D and neurology; Internal medicine","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":[0.007106761,0.001202995,0.001527013,0.003631988,0.001665317,0.002150215,0.002384976,0.01431183,0.0189436],"category_scores_gemma":[0.0337881,0.0007836683,0.002320773,0.002203377,0.001525098,0.002000553,0.001252941,0.013653,0.01510539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002116321,"about_ca_system_score_gemma":0.008231966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01543517,"about_ca_topic_score_gemma":0.02923276,"domain_scores_codex":[0.993672,0.001488659,0.001102133,0.0002229272,0.003120863,0.0003935211],"domain_scores_gemma":[0.9794984,0.008358126,0.001601538,0.0006152187,0.008290734,0.001635957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003320226,0.00009098281,0.0003987127,0.0002403297,0.00001542381,0.0002135145,0.00004033155,0.0000389009,0.00007766329,0.001062106,0.9701869,0.0276019],"study_design_scores_gemma":[0.0002462317,0.00006631175,0.003103081,0.002839898,0.00006637014,0.0006805674,0.00008077219,0.0001362911,0.0001739525,0.003610847,0.9889606,0.00003507351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008936527,0.02836579,0.00168138,0.7943872,0.05986468,0.0004601749,0.002918847,0.0005937908,0.1108345],"genre_scores_gemma":[0.01317816,0.07875832,0.02082198,0.6705414,0.08885891,0.001564979,0.004288696,0.0003432166,0.1216442],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0189436,"threshold_uncertainty_score":0.06337267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02923985941686251,"score_gpt":0.301613672937965,"score_spread":0.2723738135211025,"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."}}