{"id":"W2608984443","doi":"10.1111/tmi.12883","title":"Comparison of administrative and survey data for estimating vitamin A supplementation and deworming coverage of children under five years of age in Sub‐Saharan Africa","year":2017,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Antioxidant Activity and Oxidative Stress","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Celiac Association","funders":"Global Affairs Canada","keywords":"Deworming; Medicine; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01574516,0.000589543,0.0007459981,0.004209713,0.0002990558,0.001403005,0.001155538,0.0006504801,0.0007897151],"category_scores_gemma":[0.06872556,0.0005683207,0.001417046,0.005268801,0.0004448638,0.0008854158,0.001339844,0.0006830739,0.0002027759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158637,"about_ca_system_score_gemma":0.001052371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03040415,"about_ca_topic_score_gemma":0.01661718,"domain_scores_codex":[0.978332,0.01377646,0.002101056,0.001439514,0.003571216,0.0007798375],"domain_scores_gemma":[0.9583733,0.02020474,0.01553314,0.001953576,0.003263007,0.0006722155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002038149,0.00003867046,0.9944111,0.0001038633,0.0007148603,0.00001892531,0.0002789809,0.0006209197,0.00005027807,0.00007213047,0.0002627462,0.0032239],"study_design_scores_gemma":[0.0000358237,0.0001569761,0.9961504,0.0001152567,0.0001728167,0.00006431205,0.0007608995,0.001862279,0.0001056017,0.00003872506,0.0005245422,0.00001239792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894215,0.0007090243,0.001374735,0.000158839,0.00002203356,0.00008629689,0.007454459,0.00002826975,0.000744819],"genre_scores_gemma":[0.9922564,0.0003465436,0.001544787,0.00005278605,0.00001346783,0.0002239804,0.005474045,0.000008254308,0.00007976927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03040415,"threshold_uncertainty_score":0.0832693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.193269280682739,"score_gpt":0.4834889667742322,"score_spread":0.2902196860914932,"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."}}