{"id":"W2906620983","doi":"10.18203/2394-6040.ijcmph20185279","title":"Enablers of vitamin A coverage among children under five years of age from multi-country analyses of global demographic and health surveys in selected LMIC and LIC countries in Africa and Asia: a random forest analysis","year":2018,"lang":"en","type":"article","venue":"International Journal of Community Medicine and Public Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrition International","funders":"Johns Hopkins Bloomberg School of Public Health; Johns Hopkins University","keywords":"Medicine; Receipt; Environmental health; Demography; Malnutrition; Logistic regression; Measles; Socioeconomic status; Micronutrient; Vitamin; Geography; Population; Immunology","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":[0.021563,0.001218443,0.001539162,0.003429511,0.0006302095,0.001281721,0.001242806,0.0007992777,0.003423944],"category_scores_gemma":[0.02268351,0.0006007368,0.008485981,0.002716294,0.0004878118,0.001047252,0.001528156,0.001544567,0.0005618125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005042597,"about_ca_system_score_gemma":0.001344289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146712,"about_ca_topic_score_gemma":0.007578041,"domain_scores_codex":[0.9936875,0.003514144,0.000479222,0.001426368,0.0003542233,0.0005385284],"domain_scores_gemma":[0.9778981,0.01535664,0.003258409,0.001581728,0.001156657,0.000748514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007338314,0.00007687755,0.9814803,0.0002035791,0.002712231,0.0001180008,0.0002628366,0.005419801,0.0001249824,0.0002648001,0.001282984,0.007319841],"study_design_scores_gemma":[0.0001481943,0.0008736055,0.9150246,0.000294782,0.002848016,0.0005631932,0.0009369604,0.07553974,0.000352108,0.001357558,0.001978041,0.00008316087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717792,0.000798973,0.009798736,0.000211556,0.00005645371,0.000168482,0.01659132,0.000235821,0.0003594494],"genre_scores_gemma":[0.9774184,0.0002137385,0.007785793,0.00003921392,0.0000346191,0.0003970593,0.01375384,0.00004875637,0.000308635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.021563,"threshold_uncertainty_score":0.1140375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05937993592010004,"score_gpt":0.3671617105119035,"score_spread":0.3077817745918035,"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."}}