{"id":"W4296165110","doi":"10.1016/s2214-109x(22)00375-8","title":"Mandatory food fortification with folic acid – Authors' reply","year":2022,"lang":"en","type":"letter","venue":"The Lancet Global Health","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Folic acid; Fortification; Food fortification; Fortified Food; Medicine; Environmental health; Food science; Biology; Internal 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001108014,0.0002743547,0.0007403807,0.00007690765,0.0003859675,0.00004345832,0.0005039346,0.0002233017,0.0003183441],"category_scores_gemma":[0.00004174793,0.0001668293,0.0001104692,0.0005069778,0.0001274689,0.00004673202,0.0001395527,0.002407857,0.0001111207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074794,"about_ca_system_score_gemma":0.001380119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005491607,"about_ca_topic_score_gemma":0.000159904,"domain_scores_codex":[0.9966829,0.0003522087,0.0003763638,0.0005367319,0.001100751,0.0009510266],"domain_scores_gemma":[0.9979336,0.00004791979,0.0002660662,0.001488618,0.00009563287,0.0001681332],"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":[0.0004872422,0.0000398415,0.0006720686,0.0005690798,0.0001670415,0.0001267675,0.0001029546,4.396365e-7,0.000002292342,0.0002788193,0.9903943,0.007159164],"study_design_scores_gemma":[0.0009267227,0.002686237,0.007993759,0.0001332632,0.00007061205,0.0003533977,0.00005414688,0.00001673071,0.000009129307,0.0003631036,0.9872323,0.0001605618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00494307,0.002505212,0.00004637038,0.9842552,0.00034667,0.00128902,0.0005983177,0.0001678443,0.005848299],"genre_scores_gemma":[0.01620289,0.0008090895,0.0001973282,0.9714227,0.005595133,0.0001939198,0.001786289,0.00005789578,0.003734777],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01283252,"threshold_uncertainty_score":0.9998936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07006982459575455,"score_gpt":0.3801173424330114,"score_spread":0.3100475178372568,"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."}}