{"id":"W3120351506","doi":"10.1111/nyas.14561","title":"Modeling thiamine fortification: a case study from Kuria atoll, Republic of Kiribati","year":2021,"lang":"en","type":"article","venue":"Annals of the New York Academy of Sciences","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Thiamine; Beriberi; Fortification; Outbreak; Food fortification; Atoll; Sugar; Geography; Environmental health; Biology; Medicine; Food science; Population; Ecology","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":[0.001247621,0.0007056359,0.0004550783,0.0005077489,0.001639542,0.001076852,0.001544652,0.001495057,0.002240033],"category_scores_gemma":[0.003635235,0.0003800852,0.0006750723,0.0006612618,0.0006157162,0.0006318149,0.00127683,0.001092836,0.0001910677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002883082,"about_ca_system_score_gemma":0.002182156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1716803,"about_ca_topic_score_gemma":0.2486194,"domain_scores_codex":[0.9994563,0.0002672185,0.00002328662,0.00006151736,0.00003896564,0.0001527594],"domain_scores_gemma":[0.9980095,0.001273706,0.0002099351,0.00009282592,0.0002120165,0.0002020536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001709742,0.003850536,0.6917791,0.0003557438,0.0004104559,0.05082192,0.01124547,0.1972075,0.004071485,0.006604623,0.005234771,0.02670863],"study_design_scores_gemma":[0.000412871,0.001772387,0.1620684,0.0002218754,0.0003499392,0.005857882,0.05632313,0.7565566,0.002796315,0.005057461,0.008392209,0.0001909791],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974196,0.00006933668,0.0009771594,0.0003282088,0.000004762017,0.00004487283,0.0001457144,0.00001580584,0.0009945325],"genre_scores_gemma":[0.9960262,0.0001281672,0.002880105,0.00006683438,0.000003919292,0.00003653246,0.0001994769,0.00001196859,0.0006468686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1716803,"threshold_uncertainty_score":0.3413619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2289558489085571,"score_gpt":0.3981587025915431,"score_spread":0.169202853682986,"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."}}