{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00716599,0.001163076,0.001743671,0.001044904,0.002819319,0.003593227,0.003214459,0.0438239,0.009588748],"category_scores_gemma":[0.05318707,0.0008993595,0.001956399,0.0009571124,0.003661584,0.006772968,0.00244548,0.04750422,0.006472621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002683649,"about_ca_system_score_gemma":0.005883417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005733127,"about_ca_topic_score_gemma":0.005287919,"domain_scores_codex":[0.9949859,0.001142765,0.0008525329,0.001085602,0.001409681,0.000523364],"domain_scores_gemma":[0.9739857,0.01444544,0.001390666,0.0007279585,0.007097884,0.002352338],"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":[0.00003697433,0.00001985574,0.0002656425,0.00009926849,0.00001548554,0.0003008296,0.0001340045,0.00003003419,0.00006366811,0.000755412,0.9932324,0.005046388],"study_design_scores_gemma":[0.00008875893,0.00007752248,0.0009473828,0.0005179418,0.00005384508,0.001466071,0.0008888841,0.0001792214,0.000399055,0.003828056,0.9914239,0.0001294203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001530968,0.001672781,0.00006672677,0.9633293,0.03429742,0.000006831831,0.00007736928,0.00003440488,0.0003620287],"genre_scores_gemma":[0.001220534,0.001350703,0.0001727751,0.9710671,0.02472502,0.00002542061,0.0000316939,0.00002211186,0.001384641],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0438239,"threshold_uncertainty_score":0.03789777,"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."}}