{"id":"W1988679937","doi":"10.1371/journal.pone.0090108","title":"Can an Integrated Approach Reduce Child Vulnerability to Anaemia? Evidence from Three African Countries","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Health Canada","funders":"","keywords":"Tanzania; Malaria; Malnutrition; Vulnerability (computing); Medicine; Psychological intervention; Environmental health; Anemia; Pediatrics; Demography; Immunology; Geography","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":[0.007028955,0.0006313698,0.0009652182,0.00108072,0.0005294994,0.001116335,0.000979851,0.001091506,0.003398179],"category_scores_gemma":[0.01616531,0.0003802974,0.001239489,0.002358059,0.001031527,0.0009039583,0.002070658,0.0009399707,0.0001721218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313071,"about_ca_system_score_gemma":0.003818508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01731841,"about_ca_topic_score_gemma":0.02876353,"domain_scores_codex":[0.9958391,0.003082279,0.0003176381,0.0001409685,0.0002612552,0.0003587394],"domain_scores_gemma":[0.9917829,0.004808636,0.001964444,0.000349735,0.000536696,0.0005576956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01665062,0.004643842,0.1559128,0.06313059,0.01027366,0.001243311,0.007448032,0.001541061,0.001163931,0.003555776,0.003875196,0.7305612],"study_design_scores_gemma":[0.01911407,0.01846623,0.7808284,0.09324788,0.02749611,0.0009481414,0.009970277,0.0009919016,0.001605014,0.002948987,0.04426449,0.0001185359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7344009,0.2441198,0.0008179471,0.00879552,0.0002570515,0.001043167,0.0009586246,0.00002984812,0.009577194],"genre_scores_gemma":[0.8908786,0.103257,0.002460843,0.002012903,0.0000826681,0.000601478,0.0003019868,0.000008558629,0.0003960307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01731841,"threshold_uncertainty_score":0.03717309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06364780830595687,"score_gpt":0.2717932096089119,"score_spread":0.208145401302955,"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."}}