{"id":"W3182634724","doi":"10.1186/s12936-021-03834-8","title":"Decomposition of socioeconomic inequalities in the uptake of intermittent preventive treatment of malaria in pregnancy in Nigeria: evidence from Demographic Health Survey","year":2021,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"University of Southern Queensland","keywords":"Malaria; Socioeconomic status; Medicine; Environmental health; Public health; Residence; Inequality; Demography; Population; Immunology; Mathematics","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":[0.00381425,0.0004265606,0.0004316897,0.001916725,0.0003973377,0.0008243014,0.0006194241,0.0003552664,0.001289055],"category_scores_gemma":[0.01239769,0.0003314018,0.001254455,0.003025247,0.0004942563,0.0006921917,0.001116181,0.0007768099,0.00008860946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008041281,"about_ca_system_score_gemma":0.0009929508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04580001,"about_ca_topic_score_gemma":0.03752228,"domain_scores_codex":[0.9971703,0.001588903,0.0003309262,0.0003238364,0.0003576419,0.000228366],"domain_scores_gemma":[0.9931851,0.002658599,0.002707692,0.000369386,0.0007147727,0.000364449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009198766,0.00002829783,0.9933878,0.0001671426,0.0004070788,0.00003939123,0.000226887,0.0001595843,0.00001778637,0.0002676094,0.0002245835,0.004981813],"study_design_scores_gemma":[0.000005808326,0.00003408278,0.9969502,0.00034196,0.0002754343,0.00004584087,0.0006062774,0.0009724821,0.00003245915,0.0002162925,0.0005135768,0.000005650353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818358,0.008912742,0.0007055773,0.0009741926,0.00007447461,0.00004938053,0.004611957,0.000005352669,0.002830509],"genre_scores_gemma":[0.9975006,0.001333246,0.0001776064,0.00004310648,0.00001390887,0.00001572915,0.0008536635,0.000001159692,0.00006083031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04580001,"threshold_uncertainty_score":0.09106684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05303935352883715,"score_gpt":0.3482900794234903,"score_spread":0.2952507258946531,"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."}}